From 184276caa904c60dadae0f72b919f3ca91287db7 Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Thu, 5 Mar 2026 17:39:27 +0100
Subject: [PATCH 01/20] Encapsualtion and WebDev inclusion in README

seperate component for View. Enables visualization design in browser.
Instructions in README.
---
 README.md                                     |   11 +
 media/programflow-visualization/linkerline.js |    2 -
 media/programflow-visualization/webview.js    |  199 --
 package-lock.json                             | 1670 +++++------------
 package.json                                  |   19 +-
 scripts/build-web.mjs                         |   79 +
 src/programflow-visualization/FileHandler.ts  |    1 +
 .../frontend/frontend.ts                      |   29 -
 .../frontend/visualization_panel.ts           |  400 ++--
 src/programflow-visualization/main.ts         |    9 +-
 src/programflow-visualization/trace_cache.ts  |    1 +
 src/programflow-visualization/types.ts        |   26 +-
 .../web/example-trace-content.js              |  426 +++++
 .../html-generator.ts}                        |    9 +
 src/programflow-visualization/web/index.html  |   73 +
 .../web/tsconfig.json                         |    9 +
 .../web/vscode-host-adapter.ts                |   41 +
 .../web}/webview.css                          |    0
 src/programflow-visualization/web/webview.ts  |  329 ++++
 tsconfig.json                                 |    4 +-
 webpack.config.js                             |   12 -
 21 files changed, 1681 insertions(+), 1668 deletions(-)
 delete mode 100644 media/programflow-visualization/linkerline.js
 delete mode 100644 media/programflow-visualization/webview.js
 create mode 100644 scripts/build-web.mjs
 delete mode 100644 src/programflow-visualization/frontend/frontend.ts
 create mode 100644 src/programflow-visualization/web/example-trace-content.js
 rename src/programflow-visualization/{frontend/HTMLGenerator.ts => web/html-generator.ts} (98%)
 create mode 100644 src/programflow-visualization/web/index.html
 create mode 100644 src/programflow-visualization/web/tsconfig.json
 create mode 100644 src/programflow-visualization/web/vscode-host-adapter.ts
 rename {media/programflow-visualization => src/programflow-visualization/web}/webview.css (100%)
 create mode 100644 src/programflow-visualization/web/webview.ts
 delete mode 100644 webpack.config.js

diff --git a/README.md b/README.md
index 8e39ad27..43c9682e 100644
--- a/README.md
+++ b/README.md
@@ -218,3 +218,14 @@ You can debug the extension from Visual Studio Code:
 * Open the main folder of the plugin with vscode.
 * Open the file `extension.ts`.
 * Choose "Run" from the menu, then "Start Debugging".
+
+## WebDev
+
+You can develop the design of the visualization using an example trace in your browser:
+
+* `npm install`
+* `npm run build`
+* `npm run watch:web`
+* In console: `cd out/programflow-visualization/web` + `python3 -m http.server 5173`
+* Then open http://localhost:5173/index.web.html
+* Now you can edit files in `src/programflow-visualization/web`, watch:web will rebuild automatically and you can refresh your browser tab to see the changes
\ No newline at end of file
diff --git a/media/programflow-visualization/linkerline.js b/media/programflow-visualization/linkerline.js
deleted file mode 100644
index 23781b77..00000000
--- a/media/programflow-visualization/linkerline.js
+++ /dev/null
@@ -1,2 +0,0 @@
-import LinkerLine from "linkerline";
-window.LinkerLine = LinkerLine;
diff --git a/media/programflow-visualization/webview.js b/media/programflow-visualization/webview.js
deleted file mode 100644
index 56f326f3..00000000
--- a/media/programflow-visualization/webview.js
+++ /dev/null
@@ -1,199 +0,0 @@
-const vscode = acquireVsCodeApi();
-
-let refTags = [];
-
-/**
- * Event Listener that listens to all incoming messages from the extension.
- * Needs to be done so that Webview and js Script can communication with one another.
- */
-window.addEventListener("message", (event) => {
-  // Data send from extension
-  const message = event.data;
-
-  switch (message.command) {
-    case "updateButtons":
-      document.querySelector("#nextButton").disabled = !message.next;
-      document.querySelector("#prevButton").disabled = !message.prev;
-      document.querySelector("#firstButton").disabled = !message.first;
-      document.querySelector("#lastButton").disabled = !message.last;
-      break;
-    case "updateContent":
-      var traceMax = message.traceLen - 1;
-      if (traceMax < 0) {
-        traceMax = 0;
-      }
-      document.querySelector("#traceSlider").max = traceMax;
-      document.querySelector("#traceSlider").value = message.traceIndex;
-      document.querySelector("#traceMax").innerHTML = "/" + (message.traceComplete ? traceMax.toString() : "?");
-      document.querySelector("#indexCounter").innerHTML = message.traceIndex;
-      updateVisualization(message.traceElem);
-      updateIntend(message.traceElem);
-      updateRefArrows(message.traceElem);
-      break;
-  }
-});
-
-/**
- * Updates the Visualization in the Webview, with the given BackendTraceElem.
- *
- * @param traceElem A FrontendTraceElem
- */
-function updateVisualization(traceElem) {
-  const data = `
-    <div class="row">
-      <div class="column floating-left">
-        <div class="row title">
-          Frames
-        </div>
-        <div class="divider"></div>
-      </div>
-      <div class="column floating-right">
-        <div class="row title">
-          Objects
-        </div>
-        <div class="divider"></div>
-      </div>
-    </div>
-    <div class="row">
-      <div class="column floating-left floating-left-content" id="frames">
-      ${traceElem.stackHTML}
-      </div>
-      <div class="column floating-right floating-right-content" id="objects">
-      ${traceElem.heapHTML}
-      </div>
-    </div>
-  `;
-  const viz = document.getElementById("viz");
-  viz.innerHTML = data;
-
-  // Scroll to the end of the stack
-  const frames = document.getElementById("frames");
-  if (frames.lastElementChild !== null) {
-    const framesHeight = frames.lastElementChild.offsetTop + frames.lastElementChild.offsetHeight;
-    var y = framesHeight - viz.clientHeight;
-    if (y < 0) {
-      y = 0;
-    }
-    viz.scrollTo(0, y);
-  }
-
-  const stdoutLog = document.getElementById("stdout-log");
-  stdoutLog.innerHTML = traceElem.outputState;
-  stdoutLog.scrollTo(0, stdoutLog.scrollHeight);
-}
-
-/**
- * Updates the indendation for heap elements, if a other heap element references it.
- *
- * @param traceElem A FrontendTraceElem
- */
-function updateIntend(traceElem) {
-  const heapTags = traceElem.heapHTML.match(/(?<=startPointer)[0-9]+/g);
-  if (heapTags) {
-    heapTags.forEach((tag) => {
-      const element = document.getElementById("objectItem" + tag);
-      if (element) { element.classList.add("object-intendation"); }
-    });
-  }
-}
-
-/**
- * Updates the Reference Arrows from frame items to heap & heap items to heap items.
- *
- * @param traceElem A BackendTraceElem with 3 fields (line, stack, heap)
- */
-function updateRefArrows(traceElem) {
-  const tags = getCurrentTags(traceElem);
-  refTags.forEach((tag) => tag.remove());
-  refTags = [];
-
-  if (!tags) {
-    return;
-  }
-
-  refTags = tags
-    .filter((tag) => tag.elem1 && tag.elem2)
-    .map((tag) => {
-      return new LinkerLine({
-        parent: document.getElementById("viz"),
-        start: tag.elem1,
-        end: tag.elem2,
-        size: 2,
-        path: "magnet",
-        startSocket: "right",
-        endSocket: "left",
-        startPlug: "square",
-        startSocketGravity: [50, -10],
-        endSocketGravity: [-5, -5],
-        endPlug: "arrow1",
-        color: getColor(tag),
-      });
-    });
-}
-
-/**
- * Retrieves all id's on the frame side and heap side, that have a potential start or end pointer in there id.
- * Is later used to create Reference Arrows.
- *
- * @param traceElem A BackendTraceElem with 3 fields (line, stack, heap)
- * @returns A list with all ids that have either a start or end pointer id in the html
- */
-function getCurrentTags(traceElem) {
-  const stackTags = traceElem.stackHTML.match(/(?<=id=")(.+)Pointer[0-9]+/g);
-  const heapTags = traceElem.heapHTML.match(/(?<=startPointer)[0-9]+/g);
-  const uniqueId = traceElem.heapHTML.match(/(?<=)\d+(?=startPointer)/g);
-
-  if (!stackTags) {
-    return;
-  }
-
-  const stackRefs = stackTags.map((tag) => {
-    const id = tag.match(/(?<=.*Pointer)[\d]+/g);
-    return {
-      tag: id,
-      elem1: document.getElementById(tag),
-      elem2: document.getElementById("heapEndPointer" + id),
-    };
-  });
-
-  let heapRefs = [];
-  if (heapTags) {
-    heapRefs = heapTags.map((reference, index) => {
-      return {
-        tag: reference,
-        elem1: document.getElementById(
-          uniqueId[index] + "startPointer" + reference
-        ),
-        elem2: document.getElementById("heapEndPointer" + reference),
-      };
-    });
-  }
-
-  return [...heapRefs, ...stackRefs];
-}
-
-/**
- * Creates a color based on the tag number (variable reference).
- *
- * @param tag The tag number (variable reference) is used to create a color.
- * @returns
- */
-function getColor(tag) {
-  const hue = ((0.618033988749895 + tag.tag / 10) % 1) * 100;
-  return `hsl(${hue}, 60%, 45%)`;
-}
-
-function onLoad() {
-  document.querySelector("#nextButton").disabled = false;
-  document.querySelector("#lastButton").disabled = false;
-  document.querySelector("#prevButton").disabled = true;
-  document.querySelector("#firstButton").disabled = true;
-}
-
-async function onClick(type) {
-  await vscode.postMessage({ command: "onClick", type: type });
-}
-
-async function onSlide(sliderValue) {
-  await vscode.postMessage({ command: "onSlide", sliderValue: sliderValue });
-}
diff --git a/package-lock.json b/package-lock.json
index 9e3958a8..75e0e67b 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,15 +1,14 @@
 {
 	"name": "write-your-python-program",
-	"version": "1.2.1",
+	"version": "2.1.2",
 	"lockfileVersion": 3,
 	"requires": true,
 	"packages": {
 		"": {
 			"name": "write-your-python-program",
-			"version": "1.2.1",
+			"version": "2.1.2",
 			"license": "See license in LICENSE",
 			"dependencies": {
-				"@types/node": "^18.11.13",
 				"linkerline": "^1.5.0",
 				"stringify-json": "^2.0.0",
 				"tmp": "^0.2.3",
@@ -17,31 +16,436 @@
 			},
 			"devDependencies": {
 				"@types/mocha": "^8.2.3",
-				"@types/node": "^18.11.13",
+				"@types/node": "^18.19.130",
 				"@types/tmp": "^0.2.6",
 				"@types/vscode": "^1.85.0",
 				"@typescript-eslint/eslint-plugin": "^5.30.0",
 				"@typescript-eslint/parser": "^5.30.0",
 				"@vscode/test-electron": "^1.6.1",
+				"esbuild": "^0.27.3",
 				"eslint": "^8.18.0",
 				"glob": "^11.0.0",
 				"mocha": "^10.7.3",
-				"typescript": "^5.4.2",
-				"webpack": "^5.96.1",
-				"webpack-cli": "^5.1.4"
+				"typescript": "^5.4.2"
 			},
 			"engines": {
-				"vscode": "^1.85.0"
+				"vscode": "^1.94.2"
 			}
 		},
-		"node_modules/@discoveryjs/json-ext": {
-			"version": "0.5.7",
-			"resolved": "https://registry.npmjs.org/@discoveryjs/json-ext/-/json-ext-0.5.7.tgz",
-			"integrity": "sha512-dBVuXR082gk3jsFp7Rd/JI4kytwGHecnCoTtXFb7DB6CNHp4rg5k1bhg0nWdLGLnOV71lmDzGQaLMy8iPLY0pw==",
+		"node_modules/@esbuild/aix-ppc64": {
+			"version": "0.27.3",
+			"resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.27.3.tgz",
+			"integrity": "sha512-9fJMTNFTWZMh5qwrBItuziu834eOCUcEqymSH7pY+zoMVEZg3gcPuBNxH1EvfVYe9h0x/Ptw8KBzv7qxb7l8dg==",
+			"cpu": [
+				"ppc64"
+			],
 			"dev": true,
-			"license": "MIT",
+			"optional": true,
+			"os": [
+				"aix"
+			],
+			"engines": {
+				"node": ">=18"
+			}
+		},
+		"node_modules/@esbuild/android-arm": {
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+			"cpu": [
+				"arm"
+			],
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+			"optional": true,
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+				"android"
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+			}
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+		"node_modules/@esbuild/android-arm64": {
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+			"resolved": "https://registry.npmjs.org/@esbuild/android-arm64/-/android-arm64-0.27.3.tgz",
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+			"cpu": [
+				"arm64"
+			],
+			"dev": true,
+			"optional": true,
+			"os": [
+				"android"
+			],
+			"engines": {
+				"node": ">=18"
+			}
+		},
+		"node_modules/@esbuild/android-x64": {
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+				"x64"
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+			"dev": true,
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+			"resolved": "https://registry.npmjs.org/@esbuild/darwin-arm64/-/darwin-arm64-0.27.3.tgz",
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+				"arm64"
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+			"dev": true,
+			"optional": true,
+			"os": [
+				"darwin"
+			],
+			"engines": {
+				"node": ">=18"
+			}
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+		"node_modules/@esbuild/darwin-x64": {
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+			"optional": true,
+			"os": [
+				"darwin"
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+			"engines": {
+				"node": ">=18"
+			}
+		},
+		"node_modules/@esbuild/freebsd-arm64": {
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+			"resolved": "https://registry.npmjs.org/@esbuild/freebsd-arm64/-/freebsd-arm64-0.27.3.tgz",
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+			"dev": true,
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+			"os": [
+				"freebsd"
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+			"engines": {
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+			"optional": true,
+			"os": [
+				"freebsd"
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+			"engines": {
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+			}
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+			"cpu": [
+				"arm"
+			],
+			"dev": true,
+			"optional": true,
+			"os": [
+				"linux"
+			],
+			"engines": {
+				"node": ">=18"
+			}
+		},
+		"node_modules/@esbuild/linux-arm64": {
+			"version": "0.27.3",
+			"resolved": "https://registry.npmjs.org/@esbuild/linux-arm64/-/linux-arm64-0.27.3.tgz",
+			"integrity": "sha512-sZOuFz/xWnZ4KH3YfFrKCf1WyPZHakVzTiqji3WDc0BCl2kBwiJLCXpzLzUBLgmp4veFZdvN5ChW4Eq/8Fc2Fg==",
+			"cpu": [
+				"arm64"
+			],
+			"dev": true,
+			"optional": true,
+			"os": [
+				"linux"
+			],
+			"engines": {
+				"node": ">=18"
+			}
+		},
+		"node_modules/@esbuild/linux-ia32": {
+			"version": "0.27.3",
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+				"ia32"
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+			"dev": true,
+			"optional": true,
+			"os": [
+				"linux"
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+			"engines": {
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+			}
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+			"dev": true,
+			"optional": true,
+			"os": [
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+			"dev": true,
+			"optional": true,
+			"os": [
+				"linux"
+			],
+			"engines": {
+				"node": ">=18"
+			}
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+			"cpu": [
+				"ppc64"
+			],
+			"dev": true,
+			"optional": true,
+			"os": [
+				"linux"
+			],
+			"engines": {
+				"node": ">=18"
+			}
+		},
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+				"riscv64"
+			],
+			"dev": true,
+			"optional": true,
+			"os": [
+				"linux"
+			],
+			"engines": {
+				"node": ">=18"
+			}
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+		"node_modules/@esbuild/linux-s390x": {
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-					"url": "https://opencollective.com/browserslist"
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-					"url": "https://tidelift.com/funding/github/npm/browserslist"
-				},
-				{
-					"type": "github",
-					"url": "https://github.com/sponsors/ai"
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diff --git a/package.json b/package.json
index b4a543cf..565a2607 100644
--- a/package.json
+++ b/package.json
@@ -71,7 +71,11 @@
 				},
 				"write-your-python-program.language": {
 					"type": "string",
-					"enum": ["german", "english", "system default"],
+					"enum": [
+						"german",
+						"english",
+						"system default"
+					],
 					"default": "system default",
 					"description": "Choose the language for error messages."
 				}
@@ -84,11 +88,11 @@
 		"lint": "eslint src --ext ts",
 		"watch": "tsc -watch -p ./",
 		"test": "npm run compile && npm run lint",
-		"bundle": "webpack",
-		"build": "npm run compile && npm run bundle"
+		"build:web": "node scripts/build-web.mjs",
+		"watch:web": "node scripts/build-web.mjs --watch",
+		"build": "npm run compile && npm run build:web"
 	},
 	"dependencies": {
-		"@types/node": "^18.11.13",
 		"linkerline": "^1.5.0",
 		"stringify-json": "^2.0.0",
 		"tmp": "^0.2.3",
@@ -96,17 +100,16 @@
 	},
 	"devDependencies": {
 		"@types/mocha": "^8.2.3",
-		"@types/node": "^18.11.13",
+		"@types/node": "^18.19.130",
 		"@types/tmp": "^0.2.6",
 		"@types/vscode": "^1.85.0",
 		"@typescript-eslint/eslint-plugin": "^5.30.0",
 		"@typescript-eslint/parser": "^5.30.0",
 		"@vscode/test-electron": "^1.6.1",
+		"esbuild": "^0.27.3",
 		"eslint": "^8.18.0",
 		"glob": "^11.0.0",
 		"mocha": "^10.7.3",
-		"typescript": "^5.4.2",
-		"webpack": "^5.96.1",
-		"webpack-cli": "^5.1.4"
+		"typescript": "^5.4.2"
 	}
 }
diff --git a/scripts/build-web.mjs b/scripts/build-web.mjs
new file mode 100644
index 00000000..2a173c3d
--- /dev/null
+++ b/scripts/build-web.mjs
@@ -0,0 +1,79 @@
+import * as esbuild from "esbuild";
+import fs from "fs";
+import path from "path";
+import { fileURLToPath } from "url";
+
+const _dirname = path.dirname(fileURLToPath(import.meta.url));
+const root = path.resolve(_dirname, "..");
+
+const webSrc = path.join(root, "src/programflow-visualization/web");
+const webOut = path.join(root, "out/programflow-visualization/web");
+const watch = process.argv.includes("--watch");
+
+fs.mkdirSync(webOut, { recursive: true });
+
+// Bundle webview.ts -> out/.../webview.js
+const webviewCtx = await esbuild.context({
+  entryPoints: [path.join(webSrc, "webview.ts")],
+  bundle: true,
+  platform: "browser",
+  format: "iife",      // classic <script src="...">
+  sourcemap: true,
+  outfile: path.join(webOut, "webview.js"),
+});
+
+// Bundle vscode-host-adapter.ts -> out/.../vscode-host-adapter.js
+const adapterCtx = await esbuild.context({
+  entryPoints: [path.join(webSrc, "vscode-host-adapter.ts")],
+  bundle: true,
+  platform: "browser",
+  format: "iife",
+  sourcemap: true,
+  outfile: path.join(webOut, "vscode-host-adapter.js"),
+});
+
+if (watch) {
+  await webviewCtx.watch();
+  await adapterCtx.watch();
+  fs.watch(webSrc, (event, filename) => {
+    if (!filename) {return;}
+
+    if (filename.endsWith(".css") || filename.endsWith(".html") || filename.endsWith(".js")) {
+      copyStatic();
+    }
+  });
+} else {
+  await webviewCtx.rebuild();
+  await adapterCtx.rebuild();
+  await webviewCtx.dispose();
+  await adapterCtx.dispose();
+  copyStatic();
+}
+
+function copyStatic() {
+  // Generate browser-dev index.web.html by replacing placeholders
+  let html = fs.readFileSync(path.join(webSrc, "index.html"), "utf8");
+  const replaceAll = (s, from, to) => s.split(from).join(to);
+  html = html.replace(
+    /<meta http-equiv="Content-Security-Policy"[\s\S]*?\/>\s*/m,
+    ""
+  );
+  html = replaceAll(html, "{{WEBVIEW_CSS}}", "./webview.css");
+  html = replaceAll(html, "{{WEBVIEW_JS}}", "./webview.js");
+  html = replaceAll(html, "{{VSCODE_HOST_ADAPTER_JS}}", "./vscode-host-adapter.js");
+
+  html = replaceAll(html, 'nonce="{{NONCE}}"', "");
+  html = replaceAll(html, "nonce=\"{{NONCE}}\"", "");
+
+  html = replaceAll(html, "{{NONCE}}", "");
+  html = replaceAll(html, "{{CSP_SOURCE}}", "");
+
+  fs.writeFileSync(path.join(webOut, "index.web.html"), html, "utf8");
+
+  fs.copyFileSync(path.join(webSrc, "index.html"), path.join(webOut, "index.html"));
+  fs.copyFileSync(path.join(webSrc, "webview.css"), path.join(webOut, "webview.css"));
+  fs.copyFileSync(path.join(webSrc, "example-trace-content.js"), path.join(webOut, "example-trace-content.js"));
+}
+copyStatic();
+
+console.log(watch ? "watching web build..." : "web build done");
\ No newline at end of file
diff --git a/src/programflow-visualization/FileHandler.ts b/src/programflow-visualization/FileHandler.ts
index 90b0b7c3..008f79d6 100644
--- a/src/programflow-visualization/FileHandler.ts
+++ b/src/programflow-visualization/FileHandler.ts
@@ -2,6 +2,7 @@ import stringify from 'stringify-json';
 import * as vscode from 'vscode';
 import util = require('util');
 import path = require('path');
+import type { BackendTrace } from "./types";
 
 export async function getContentOf(fileUri: vscode.Uri): Promise<string> {
     return new util.TextDecoder('utf-8').decode(await vscode.workspace.fs.readFile(fileUri));
diff --git a/src/programflow-visualization/frontend/frontend.ts b/src/programflow-visualization/frontend/frontend.ts
deleted file mode 100644
index e362f852..00000000
--- a/src/programflow-visualization/frontend/frontend.ts
+++ /dev/null
@@ -1,29 +0,0 @@
-import { ExtensionContext } from 'vscode';
-import * as vscode from 'vscode';
-import { VisualizationPanel } from './visualization_panel';
-import { MessagePort } from 'worker_threads';
-import * as TraceCache from '../trace_cache';
-
-let panel: VisualizationPanel | undefined = undefined;
-
-export async function startFrontend(
-    context: ExtensionContext,
-    outChannel: vscode.OutputChannel,
-    filePath: string,
-    fileHash: string,
-    tracePort: MessagePort | null): Promise<Failure | undefined> {
-    var trace: BackendTrace = [];
-    if (await TraceCache.traceAlreadyExists(context, fileHash)) {
-        trace = await TraceCache.getTrace(context, fileHash);
-    }
-
-    panel?.dispose();
-    panel = await VisualizationPanel.getVisualizationPanel(context, outChannel, filePath, fileHash, trace, tracePort);
-    if (!panel) {
-        return failure("Frontend couldn't be initialized!");
-    }
-}
-
-function failure(errorMessage: string): Failure {
-    return { errorMessage: errorMessage } as Failure;
-}
diff --git a/src/programflow-visualization/frontend/visualization_panel.ts b/src/programflow-visualization/frontend/visualization_panel.ts
index 17a9fe8c..ce8c4084 100644
--- a/src/programflow-visualization/frontend/visualization_panel.ts
+++ b/src/programflow-visualization/frontend/visualization_panel.ts
@@ -1,73 +1,71 @@
-import * as vscode from 'vscode';
-import { nextLineExecuteHighlightType } from '../constants';
-import path = require('path');
-import { HTMLGenerator } from './HTMLGenerator';
-import { MessagePort } from 'worker_threads';
-import { cacheTrace } from '../trace_cache';
+import * as vscode from "vscode";
+import * as path from "path";
+import * as fs from "fs";
+import { MessagePort } from "worker_threads";
 
-const FRONTEND_RESOURCE_PATH = 'media/programflow-visualization';
+import { nextLineExecuteHighlightType } from "../constants";
+import { cacheTrace, getTrace, traceAlreadyExists } from "../trace_cache";
+
+import type { BackendTrace, BackendTraceElem, PartialBackendTrace,  } from "../types";
+
+let singletonPanel: VisualizationPanel | undefined;
 
 export class VisualizationPanel {
   private _panel: vscode.WebviewPanel | undefined;
-  private readonly _style: vscode.Uri;
-  private readonly _script: vscode.Uri;
-  private readonly _linkerlineBundle: vscode.Uri;
+
+  private readonly _context: vscode.ExtensionContext;
+  private readonly _outChannel: vscode.OutputChannel;
+
+  private readonly _filePath: string;
   private readonly _fileHash: string;
+
   private readonly _tracePort: MessagePort | null;
-  private _backendTrace: PartialBackendTrace;
-  private _trace: FrontendTrace;
-  private _traceIndex: number;
-  private _tracePortSelfClose: boolean;
-  private _outChannel: vscode.OutputChannel;
+  private _tracePortSelfClose = false;
+
+  private _backendTrace: PartialBackendTrace = { trace: [], complete: false };
+  private _traceIndex = 0;
+
+  private static readonly webComponentDir = "out/programflow-visualization/web";
 
   private constructor(
     context: vscode.ExtensionContext,
     outChannel: vscode.OutputChannel,
     filePath: string,
     fileHash: string,
-    trace: BackendTrace,
+    initialTrace: BackendTrace,
     tracePort: MessagePort | null
   ) {
+    this._context = context;
     this._outChannel = outChannel;
+    this._filePath = filePath;
     this._fileHash = fileHash;
     this._tracePort = tracePort;
-    this._backendTrace = { trace: trace, complete: trace.length > 0 };
-    this._trace = [];
-    const htmlGenerator = new HTMLGenerator();
-    trace.forEach(traceElement => {
-      this._trace.push(htmlGenerator.generateHTML(traceElement));
-    });
+
+    this._backendTrace = { trace: initialTrace, complete: initialTrace.length > 0 };
     this._traceIndex = 0;
-    const panel = vscode.window.createWebviewPanel(
-      'programflow-visualization',
+
+    this._panel = vscode.window.createWebviewPanel(
+      "programflow-visualization",
       `Visualization: ${path.basename(filePath)}`,
       vscode.ViewColumn.Beside,
       {
         enableScripts: true,
         localResourceRoots: [
-          vscode.Uri.file(path.join(context.extensionPath, FRONTEND_RESOURCE_PATH)),
-          vscode.Uri.file(path.join(context.extensionPath, 'out')),
+          vscode.Uri.file(path.join(context.extensionPath, VisualizationPanel.webComponentDir)),
         ],
       }
     );
 
-    // Get path to resource on disk
-    const stylesFile = vscode.Uri.file(path.join(context.extensionPath, FRONTEND_RESOURCE_PATH, 'webview.css'));
-    const scriptFile = vscode.Uri.file(path.join(context.extensionPath, FRONTEND_RESOURCE_PATH, 'webview.js'));
-    const linkerlineFile = vscode.Uri.file(path.join(context.extensionPath, 'out/linkerline.bundle.js'));
-    // And get the special URI to use with the webview
-    this._style = panel.webview.asWebviewUri(stylesFile);
-    this._script = panel.webview.asWebviewUri(scriptFile);
-    this._linkerlineBundle = panel.webview.asWebviewUri(linkerlineFile);
-    this._panel = panel;
+    // Load index.html from web/ and rewrite resource URIs.
+    this._panel.webview.html = this.getWebviewHtml(this._panel.webview);
 
     this._panel.onDidChangeViewState(async (e) => {
       if (e.webviewPanel.active) {
-        await this.postMessagesToWebview('updateContent');
+        await this.postReset();
+        this.updateLineHighlight();
       }
     });
 
-    this._tracePortSelfClose = false;
     this._panel.onDidDispose(
       async () => {
         this._tracePortSelfClose = true;
@@ -75,252 +73,212 @@ export class VisualizationPanel {
         this.updateLineHighlight(true);
         this._panel = undefined;
       },
-      null,
+      undefined,
       context.subscriptions
     );
 
-    vscode.window.onDidChangeActiveTextEditor(_ => {
-      if (this._panel?.active) {
-        this.updateLineHighlight();
-      }
-    }, undefined, context.subscriptions);
-
+    vscode.window.onDidChangeActiveTextEditor(
+      () => {
+        if (this._panel?.active) {this.updateLineHighlight();}
+      },
+      undefined,
+      context.subscriptions
+    );
 
-    // Message Receivers
     this._panel.webview.onDidReceiveMessage(
-      (msg) => {
-        switch (msg.command) {
-          case 'onClick':
-            return this.onClick(msg.type);
-          case 'onSlide':
-            return this.onSlide(msg.sliderValue);
+      async (msg) => {
+        switch (msg?.command) {
+          case "onClick":
+            await this.onClick(String(msg.type));
+            break;
+          case "onSlide":
+            await this.onSlide(Number(msg.sliderValue));
+            break;
+          case "select":
+            if (typeof msg.filePath === "string" && typeof msg.line === "number") {
+              await this.updateLineHighlight(false, msg.filePath, msg.line);
+            }
+            break;
         }
       },
       undefined,
       context.subscriptions
     );
 
+    void this.postReset();
     this.updateLineHighlight();
-    this.initWebviewContent();
 
-    this._tracePort?.on('message', async (backendTraceElem) => {
-      const firstElement = this._trace.length === 0;
+    // Live trace streaming
+    this._tracePort?.on("message", async (backendTraceElem: BackendTraceElem) => {
+      const firstElement = this._backendTrace.trace.length === 0;
+
       this._backendTrace.trace.push(backendTraceElem);
-      this._trace.push((new HTMLGenerator()).generateHTML(backendTraceElem));
-      await this.postMessagesToWebview('updateButtons', 'updateContent');
+
+      await this.postAppend(backendTraceElem);
+
       if (firstElement) {
         await this.updateLineHighlight();
       }
     });
-    this._tracePort?.on('close', async () => {
+
+    this._tracePort?.on("close", async () => {
       if (!this._tracePortSelfClose) {
         this._backendTrace.complete = true;
         await cacheTrace(context, this._fileHash, this._backendTrace.trace);
-        await this.postMessagesToWebview('updateContent');
+        await this.postReset();
       }
     });
   }
 
-  public dispose() {
-    this._panel?.dispose();
-  }
-
-  public static async getVisualizationPanel(
+  // Replaces frontend.ts: load cache + enforce singleton panel
+  public static async start(
     context: vscode.ExtensionContext,
     outChannel: vscode.OutputChannel,
     filePath: string,
     fileHash: string,
-    trace: BackendTrace,
     tracePort: MessagePort | null
-  ): Promise<VisualizationPanel | undefined> {
-    return new VisualizationPanel(context, outChannel, filePath, fileHash, trace, tracePort);
+  ): Promise<void> {
+    let trace: BackendTrace = [];
+    if (await traceAlreadyExists(context, fileHash)) {
+      trace = await getTrace(context, fileHash);
+    }
+
+    singletonPanel?.dispose();
+    singletonPanel = new VisualizationPanel(context, outChannel, filePath, fileHash, trace, tracePort);
   }
 
-  // TODO: Look if Typescript is possible OR do better documentation in all files
-  public initWebviewContent() {
-    this._panel!.webview.html = `
-      <!DOCTYPE html>
-      <html lang="en">
-      <head>
-          <meta charset="UTF-8">
-          <meta name="viewport" content="width=device-width, initial-scale=1.0">
-          <link rel="stylesheet" href="${this._style}">
-          <script src="${this._linkerlineBundle}"></script>
-          <script src="${this._script}"></script>
-          <title>Code Visualization</title>
-      </head>
-      <body onload="onLoad()">
-        <div class="column scrollable" id="viz">
-          <div class="row">
-            <div class="column title">
-              Frames
-              <div class="divider"></div>
-            </div>
-            <div class="row title">
-              Objects
-              <div class="divider"></div>
-            </div>
-          </div>
-          <div class="row">
-            <div class="column floating-left" id="frames">
-            </div>
-            <div class="column floating-right" id="objects">
-            </div>
-          </div>
-        </div>
-        <div class="row" id="bottom-area">
-          <div class="column floating-left">
-            <div class="slidecontainer">
-              <input type="range" min="0" max="0" value="0" class="slider" id="traceSlider" oninput="onSlide(this.value)">
-            </div>
-            <div class="row margin-vertical">
-              <p>Step&nbsp;</p>
-              <p id="indexCounter">0</p>
-              <p id="traceMax">/?</p>
-            </div>
-            <div class="row margin-vertical">
-              <button class="margin-horizontal" id="firstButton" type="button" onclick="onClick('first')">&#9198</button>
-              <button class="margin-horizontal" id="prevButton" type="button" onclick="onClick('prev')">&#9664</button>
-              <button class="margin-horizontal" id="nextButton" type="button" onclick="onClick('next')">&#9654</button>
-              <button class="margin-horizontal" id="lastButton" type="button" onclick="onClick('last')">&#9197</button>
-            </div>
-          </div>
-          <div class="column floating-right">
-            <pre class="scrollable" id="stdout-log"></pre>
-          </dev>
-        </div>
-      </body>
-      </html>
-      `;
+  public dispose() {
+    this._panel?.dispose();
   }
 
-  private async updateLineHighlight(remove: boolean = false) {
-    try {
-      if (this._trace.length === 0) {
-        this._outChannel.appendLine("updateLineHighlight: no trace available, aborting");
-        return;
-      }
-      const traceFile = this._trace[this._traceIndex].filename;
-      this._outChannel.appendLine(
-        `updateLineHighlight: traceFile=${traceFile}, traceIndex=${this._traceIndex}, remove=${remove}`);
+  // HTML loader: reads web/index.html and replaces placeholders
+  private getWebviewHtml(webview: vscode.Webview): string {
+    const webDir = path.join(this._context.extensionPath, VisualizationPanel.webComponentDir);
+    const indexPath = path.join(webDir, "index.html");
+    let html = fs.readFileSync(indexPath, "utf8");
 
-      // Use vscode.Uri.file() for proper file path to URI conversion
-      const openPath = vscode.Uri.file(traceFile);
+    const cssUri = webview.asWebviewUri(vscode.Uri.file(path.join(webDir, "webview.css")));
+    const jsUri = webview.asWebviewUri(vscode.Uri.file(path.join(webDir, "webview.js")));
+    const adapterUri = webview.asWebviewUri(vscode.Uri.file(path.join(webDir, "vscode-host-adapter.js")));
+    const nonce = getNonce();
 
-      // Find editor by full normalized path, not just basename
-      let editor: vscode.TextEditor | undefined = vscode.window.visibleTextEditors.find(
-        editor => editor.document.uri.fsPath === openPath.fsPath
-      );
+    html = replaceAll(html, "{{WEBVIEW_CSS}}", String(cssUri));
+    html = replaceAll(html, "{{VSCODE_HOST_ADAPTER_JS}}", String(adapterUri));
+    html = replaceAll(html, "{{WEBVIEW_JS}}", String(jsUri));
+    html = replaceAll(html, "{{NONCE}}", nonce);
+    html = replaceAll(html, "{{CSP_SOURCE}}", webview.cspSource);
 
-      if (!editor && remove) {
-        return;
-      } else if (!editor){
-        this._outChannel.appendLine(`updateLineHighlight: editor not found, opening document: ${openPath.fsPath}`);
-        await vscode.commands.executeCommand('workbench.action.focusFirstEditorGroup');
-        const document = await vscode.workspace.openTextDocument(openPath);
-        editor = await vscode.window.showTextDocument(document, { preserveFocus: false });
-        // Give the editor time to fully initialize
-        await new Promise(resolve => setTimeout(resolve, 100));
-        if (!editor) {
-          this._outChannel.appendLine(`updateLineHighlight: failed to get editor after opening document`);
-          return;
-        }
-      }
+    return html;
+  }
 
-      const traceLine = this._trace[this._traceIndex].lineNumber;
-      const lineNo = traceLine - 1; // zero-based indexing in vscode
-      if (remove) {
-        this._outChannel.appendLine(
-          "updateLineHighlight: removing highlighting in " + editor.document.fileName);
-        editor.setDecorations(nextLineExecuteHighlightType, []);
-      } else if (lineNo < 0 || lineNo >= editor.document.lineCount) {
-        this._outChannel.appendLine(
-          "updateLineHighlight: traceLine " + traceLine + " out of range (doc has " +
-          editor.document.lineCount + " lines) in " + editor.document.fileName);
-        editor.setDecorations(nextLineExecuteHighlightType, []);
-      } else {
-        this._outChannel.appendLine(
-          "updateLineHighlight: highlighting line " + traceLine + " in " + editor.document.fileName);
-        this.setEditorDecorations(editor, nextLineExecuteHighlightType, lineNo);
-      }
-    } catch (error) {
-      this._outChannel.appendLine(`updateLineHighlight: ERROR - ${error}`);
-      if (error instanceof Error) {
-        this._outChannel.appendLine(`Stack: ${error.stack}`);
-      }
-    }
+  // Posting data into the web component
+  private async postReset() {
+    if (!this._panel) {return;}
+
+    await this._panel.webview.postMessage({
+      command: "reset",
+      trace: this._backendTrace.trace,
+      complete: this._backendTrace.complete,
+      index: this._traceIndex,
+    });
   }
 
-  private setEditorDecorations(editor: vscode.TextEditor, highlightType: vscode.TextEditorDecorationType, line: number) {
-    editor.setDecorations(
-      highlightType,
-      this.createDecorationOptions(
-        new vscode.Range(new vscode.Position(line, 0), new vscode.Position(line, 999))
-      )
-    );
+  private async postAppend(elem: BackendTraceElem) {
+    if (!this._panel) {return;}
+
+    await this._panel.webview.postMessage({
+      command: "append",
+      elem,
+      complete: this._backendTrace.complete,
+      index: this._traceIndex,
+      len: this._backendTrace.trace.length,
+    });
   }
 
+  // Compatibility navigation handlers
   private async onClick(type: string) {
     this.updateTraceIndex(type);
-    await this.postMessagesToWebview('updateButtons', 'updateContent');
+    await this.postReset();
     this.updateLineHighlight();
   }
 
   private async onSlide(sliderValue: number) {
     this._traceIndex = Number(sliderValue);
-    await this.postMessagesToWebview('updateButtons', 'updateContent');
+    await this.postReset();
     this.updateLineHighlight();
   }
 
   private updateTraceIndex(actionType: string) {
+    const max = Math.max(0, this._backendTrace.trace.length - 1);
     switch (actionType) {
-      case 'next': ++this._traceIndex;
-        break;
-      case 'prev': --this._traceIndex;
+      case "next":
+        this._traceIndex = Math.min(max, this._traceIndex + 1);
         break;
-      case 'first': this._traceIndex = 0;
+      case "prev":
+        this._traceIndex = Math.max(0, this._traceIndex - 1);
         break;
-      case 'last': this._traceIndex = this._trace.length - 1;
+      case "first":
+        this._traceIndex = 0;
         break;
-      default:
+      case "last":
+        this._traceIndex = max;
         break;
     }
   }
 
-  private async postMessagesToWebview(...args: string[]) {
-    for (const message of args) {
-      switch (message) {
-        case 'updateButtons':
-          const nextActive = this._traceIndex < this._trace.length - 1;
-          const prevActive = this._traceIndex > 0;
-          const firstActive = this._traceIndex > 0;
-          const lastActive = this._traceIndex !== this._trace.length - 1;
-          await this._panel!.webview.postMessage({
-            command: 'updateButtons',
-            next: nextActive,
-            prev: prevActive,
-            first: firstActive,
-            last: lastActive,
-          });
-          break;
-        case 'updateContent':
-          await this._panel!.webview.postMessage({
-            command: 'updateContent',
-            traceComplete: this._backendTrace.complete,
-            traceElem: this._trace[this._traceIndex],
-            traceIndex: this._traceIndex,
-            traceLen: this._trace.length,
-          });
-          break;
+  // Editor highlighting
+  private async updateLineHighlight(remove: boolean = false, overrideFile?: string, overrideLine?: number) {
+    try {
+      if (this._backendTrace.trace.length === 0) {
+        return;
       }
-    };
-  }
 
-  private createDecorationOptions(range: vscode.Range): vscode.DecorationOptions[] {
-    return [
-      {
-        range: range,
-      },
-    ];
+      const current = this._backendTrace.trace[this._traceIndex];
+      const traceFile = overrideFile ?? current.filePath;
+      const traceLine = overrideLine ?? current.line;
+
+      const openPath = vscode.Uri.file(traceFile);
+
+      let editor: vscode.TextEditor | undefined = vscode.window.visibleTextEditors.find(
+        (ed) => ed.document.uri.fsPath === openPath.fsPath
+      );
+
+      if (!editor && !remove) {
+        await vscode.commands.executeCommand("workbench.action.focusFirstEditorGroup");
+        const doc = await vscode.workspace.openTextDocument(openPath);
+        editor = await vscode.window.showTextDocument(doc, { preserveFocus: false });
+        await new Promise((r) => setTimeout(r, 50));
+      }
+
+      if (!editor) {return;}
+
+      if (remove) {
+        editor.setDecorations(nextLineExecuteHighlightType, []);
+        return;
+      }
+
+      const lineNo = traceLine - 1;
+      if (lineNo < 0 || lineNo >= editor.document.lineCount) {
+        editor.setDecorations(nextLineExecuteHighlightType, []);
+        return;
+      }
+
+      const range = new vscode.Range(new vscode.Position(lineNo, 0), new vscode.Position(lineNo, 999));
+      editor.revealRange(range, vscode.TextEditorRevealType.InCenterIfOutsideViewport);
+      editor.setDecorations(nextLineExecuteHighlightType, [{ range }]);
+    } catch (e: any) {
+      this._outChannel.appendLine(`updateLineHighlight failed: ${e?.message ?? String(e)}`);
+    }
   }
 }
+
+function getNonce(): string {
+  const possible = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789";
+  let text = "";
+  for (let i = 0; i < 32; i++) {text += possible.charAt(Math.floor(Math.random() * possible.length));}
+  return text;
+}
+
+function replaceAll(str: string, search: string, replacement: string): string {
+  return str.split(search).join(replacement);
+}
diff --git a/src/programflow-visualization/main.ts b/src/programflow-visualization/main.ts
index a56e0ab8..60c138d3 100644
--- a/src/programflow-visualization/main.ts
+++ b/src/programflow-visualization/main.ts
@@ -2,7 +2,7 @@ import * as vscode from 'vscode';
 import { startBackend } from './backend/backend';
 import * as FileHandler from './FileHandler';
 import { Md5 } from 'ts-md5';
-import { startFrontend } from './frontend/frontend';
+import { VisualizationPanel } from './frontend/visualization_panel';
 import { traceAlreadyExists } from './trace_cache';
 
 export function getProgFlowVizCallback(context: vscode.ExtensionContext, outChannel: vscode.OutputChannel): () => Promise<void> {
@@ -29,11 +29,8 @@ export function getProgFlowVizCallback(context: vscode.ExtensionContext, outChan
                 tracePort = startBackend(context, file, outChannel);
             }
 
-            const result = await startFrontend(context, outChannel, file.fsPath, fileHash, tracePort);
-            if (result) {
-                await vscode.window.showErrorMessage("Error ProgramFlow-Visualization: " + result.errorMessage);
-                return;
-            }
+            await VisualizationPanel.start(context, outChannel, file.fsPath, fileHash, tracePort);
+
         } catch (e: any) {
             if (e instanceof Error) {
                 outChannel.appendLine(e.stack?.toString() ?? "Error: <stack undefined>");
diff --git a/src/programflow-visualization/trace_cache.ts b/src/programflow-visualization/trace_cache.ts
index 0cc049d8..49d72871 100644
--- a/src/programflow-visualization/trace_cache.ts
+++ b/src/programflow-visualization/trace_cache.ts
@@ -5,6 +5,7 @@ import path = require('path');
 import stringify from 'stringify-json';
 import util = require('util');
 import * as FileHandler from './FileHandler';
+import type { BackendTrace } from "./types";
 
 export async function initTraceCache(context: vscode.ExtensionContext): Promise<void> {
     tmp.setGracefulCleanup();
diff --git a/src/programflow-visualization/types.ts b/src/programflow-visualization/types.ts
index e2528ac4..0a65ba49 100644
--- a/src/programflow-visualization/types.ts
+++ b/src/programflow-visualization/types.ts
@@ -1,14 +1,14 @@
 /**
  * For better readable code
 */
-type Try = Success | Failure;
-type Success = { result: any };
-type Failure = { errorMessage: string };
+export type Try = Success | Failure;
+export type Success = { result: any };
+export type Failure = { errorMessage: string };
 
 // State Types for the Frontend
-type FrontendTrace = Array<FrontendTraceElem>;
+export type FrontendTrace = Array<FrontendTraceElem>;
 
-type FrontendTraceElem = {
+export type FrontendTraceElem = {
   lineNumber: number, // 1-based
   stackHTML: string,
   heapHTML: string,
@@ -18,12 +18,12 @@ type FrontendTraceElem = {
 
 // ############################################################################################
 // State Types for the Backend
-type PartialBackendTrace = {
+export type PartialBackendTrace = {
   trace: BackendTrace;
   complete: boolean;
 };
-type BackendTrace = Array<BackendTraceElem>;
-type BackendTraceElem = {
+export type BackendTrace = Array<BackendTraceElem>;
+export type BackendTraceElem = {
   line: number;
   filePath: string,
   stack: Array<StackElem>;
@@ -32,9 +32,9 @@ type BackendTraceElem = {
   traceback: string | undefined;
 };
 
-type Address = number;
+export type Address = number;
 
-type Value =
+export type Value =
   | { type: 'int'; value: number }
   | { type: 'float'; value: number }
   | { type: 'str'; value: string }
@@ -44,17 +44,17 @@ type Value =
   | { type: 'function'; value: string }
   | { type: 'ref'; value: Address };
 
-type NamedValue = Value & {
+export type NamedValue = Value & {
   name: string;
 };
 
 
-type StackElem = {
+export type StackElem = {
   frameName: string;
   locals: Array<NamedValue>;
 };
 
-type HeapValue =
+export type HeapValue =
   | { type: 'list'; value: Array<Value> }
   | { type: 'tuple'; value: Array<Value> }
   | { type: 'set'; value: Array<Value> }
diff --git a/src/programflow-visualization/web/example-trace-content.js b/src/programflow-visualization/web/example-trace-content.js
new file mode 100644
index 00000000..0213b1cf
--- /dev/null
+++ b/src/programflow-visualization/web/example-trace-content.js
@@ -0,0 +1,426 @@
+/* eslint-disable @typescript-eslint/naming-convention */
+// placeholder trace for design development
+window.__PROGRAMFLOW_TRACE__ = {
+  complete: true,
+  trace: [
+	{
+		"line": 1,
+		"filePath": "wyppSimple.py",
+		"stack": [
+			{
+				"frameName": "<module>",
+				"locals": []
+			}
+		],
+		"heap": {},
+		"stdout": ""
+	},
+	{
+		"line": 2,
+		"filePath": "wyppSimple.py",
+		"stack": [
+			{
+				"frameName": "<module>",
+				"locals": []
+			}
+		],
+		"heap": {},
+		"stdout": ""
+	},
+	{
+		"line": 5,
+		"filePath": "wyppSimple.py",
+		"stack": [
+			{
+				"frameName": "<module>",
+				"locals": []
+			}
+		],
+		"heap": {},
+		"stdout": ""
+	},
+	{
+		"line": 8,
+		"filePath": "wyppSimple.py",
+		"stack": [
+			{
+				"frameName": "<module>",
+				"locals": [
+					{
+						"type": "type",
+						"value": "<class 'Bar'>",
+						"name": "Bar"
+					}
+				]
+			}
+		],
+		"heap": {},
+		"stdout": ""
+	},
+	{
+		"line": 11,
+		"filePath": "wyppSimple.py",
+		"stack": [
+			{
+				"frameName": "<module>",
+				"locals": [
+					{
+						"type": "type",
+						"value": "<class 'Bar'>",
+						"name": "Bar"
+					},
+					{
+						"type": "function",
+						"value": "<function generate_bar>",
+						"name": "generate_bar"
+					}
+				]
+			}
+		],
+		"heap": {},
+		"stdout": ""
+	},
+	{
+		"line": 12,
+		"filePath": "wyppSimple.py",
+		"stack": [
+			{
+				"frameName": "<module>",
+				"locals": [
+					{
+						"type": "type",
+						"value": "<class 'Bar'>",
+						"name": "Bar"
+					},
+					{
+						"type": "function",
+						"value": "<function generate_bar>",
+						"name": "generate_bar"
+					},
+					{
+						"type": "ref",
+						"value": 0,
+						"name": "obj1"
+					}
+				]
+			}
+		],
+		"heap": {
+			"0": {
+				"type": "instance",
+				"value": {
+					"baz": {
+						"type": "str",
+						"value": "baz value"
+					}
+				},
+				"name": "Bar"
+			}
+		},
+		"stdout": ""
+	},
+	{
+		"line": 13,
+		"filePath": "wyppSimple.py",
+		"stack": [
+			{
+				"frameName": "<module>",
+				"locals": [
+					{
+						"type": "type",
+						"value": "<class 'Bar'>",
+						"name": "Bar"
+					},
+					{
+						"type": "function",
+						"value": "<function generate_bar>",
+						"name": "generate_bar"
+					},
+					{
+						"type": "ref",
+						"value": 0,
+						"name": "obj1"
+					}
+				]
+			}
+		],
+		"heap": {
+			"0": {
+				"type": "instance",
+				"value": {
+					"baz": {
+						"type": "str",
+						"value": "baz value"
+					}
+				},
+				"name": "Bar"
+			}
+		},
+		"stdout": "baz value\n"
+	},
+	{
+		"line": 9,
+		"filePath": "wyppSimple.py",
+		"stack": [
+			{
+				"frameName": "<module>",
+				"locals": [
+					{
+						"type": "type",
+						"value": "<class 'Bar'>",
+						"name": "Bar"
+					},
+					{
+						"type": "function",
+						"value": "<function generate_bar>",
+						"name": "generate_bar"
+					},
+					{
+						"type": "ref",
+						"value": 0,
+						"name": "obj1"
+					}
+				]
+			},
+			{
+				"frameName": "generate_bar",
+				"locals": []
+			}
+		],
+		"heap": {
+			"0": {
+				"type": "instance",
+				"value": {
+					"baz": {
+						"type": "str",
+						"value": "baz value"
+					}
+				},
+				"name": "Bar"
+			}
+		},
+		"stdout": "baz value\n"
+	},
+	{
+		"line": 9,
+		"filePath": "wyppSimple.py",
+		"stack": [
+			{
+				"frameName": "<module>",
+				"locals": [
+					{
+						"type": "type",
+						"value": "<class 'Bar'>",
+						"name": "Bar"
+					},
+					{
+						"type": "function",
+						"value": "<function generate_bar>",
+						"name": "generate_bar"
+					},
+					{
+						"type": "ref",
+						"value": 0,
+						"name": "obj1"
+					}
+				]
+			},
+			{
+				"frameName": "generate_bar",
+				"locals": [
+					{
+						"type": "ref",
+						"value": 1,
+						"name": "return"
+					}
+				]
+			}
+		],
+		"heap": {
+			"0": {
+				"type": "instance",
+				"value": {
+					"baz": {
+						"type": "str",
+						"value": "baz value"
+					}
+				},
+				"name": "Bar"
+			},
+			"1": {
+				"type": "instance",
+				"value": {
+					"baz": {
+						"type": "str",
+						"value": "baz value"
+					}
+				},
+				"name": "Bar"
+			}
+		},
+		"stdout": "baz value\n"
+	},
+	{
+		"line": 14,
+		"filePath": "wyppSimple.py",
+		"stack": [
+			{
+				"frameName": "<module>",
+				"locals": [
+					{
+						"type": "type",
+						"value": "<class 'Bar'>",
+						"name": "Bar"
+					},
+					{
+						"type": "function",
+						"value": "<function generate_bar>",
+						"name": "generate_bar"
+					},
+					{
+						"type": "ref",
+						"value": 0,
+						"name": "obj1"
+					},
+					{
+						"type": "ref",
+						"value": 1,
+						"name": "obj2"
+					}
+				]
+			}
+		],
+		"heap": {
+			"0": {
+				"type": "instance",
+				"value": {
+					"baz": {
+						"type": "str",
+						"value": "baz value"
+					}
+				},
+				"name": "Bar"
+			},
+			"1": {
+				"type": "instance",
+				"value": {
+					"baz": {
+						"type": "str",
+						"value": "baz value"
+					}
+				},
+				"name": "Bar"
+			}
+		},
+		"stdout": "baz value\n"
+	},
+	{
+		"line": 16,
+		"filePath": "wyppSimple.py",
+		"stack": [
+			{
+				"frameName": "<module>",
+				"locals": [
+					{
+						"type": "type",
+						"value": "<class 'Bar'>",
+						"name": "Bar"
+					},
+					{
+						"type": "function",
+						"value": "<function generate_bar>",
+						"name": "generate_bar"
+					},
+					{
+						"type": "ref",
+						"value": 0,
+						"name": "obj1"
+					},
+					{
+						"type": "ref",
+						"value": 1,
+						"name": "obj2"
+					}
+				]
+			}
+		],
+		"heap": {
+			"0": {
+				"type": "instance",
+				"value": {
+					"baz": {
+						"type": "str",
+						"value": "baz value"
+					}
+				},
+				"name": "Bar"
+			},
+			"1": {
+				"type": "instance",
+				"value": {
+					"baz": {
+						"type": "str",
+						"value": "baz value"
+					}
+				},
+				"name": "Bar"
+			}
+		},
+		"stdout": "baz value\nbaz value\n"
+	},
+	{
+		"line": 18,
+		"filePath": "wyppSimple.py",
+		"stack": [
+			{
+				"frameName": "<module>",
+				"locals": [
+					{
+						"type": "type",
+						"value": "<class 'Bar'>",
+						"name": "Bar"
+					},
+					{
+						"type": "function",
+						"value": "<function generate_bar>",
+						"name": "generate_bar"
+					},
+					{
+						"type": "ref",
+						"value": 0,
+						"name": "obj1"
+					},
+					{
+						"type": "ref",
+						"value": 1,
+						"name": "obj2"
+					}
+				]
+			}
+		],
+		"heap": {
+			"0": {
+				"type": "instance",
+				"value": {
+					"baz": {
+						"type": "str",
+						"value": "baz value"
+					}
+				},
+				"name": "Bar"
+			},
+			"1": {
+				"type": "instance",
+				"value": {
+					"baz": {
+						"type": "str",
+						"value": "baz value"
+					}
+				},
+				"name": "Bar"
+			}
+		},
+		"stdout": "baz value\nbaz value\n"
+	}
+]
+};
diff --git a/src/programflow-visualization/frontend/HTMLGenerator.ts b/src/programflow-visualization/web/html-generator.ts
similarity index 98%
rename from src/programflow-visualization/frontend/HTMLGenerator.ts
rename to src/programflow-visualization/web/html-generator.ts
index bab8730f..3700f3fb 100644
--- a/src/programflow-visualization/frontend/HTMLGenerator.ts
+++ b/src/programflow-visualization/web/html-generator.ts
@@ -1,3 +1,12 @@
+import type {
+  BackendTraceElem,
+  FrontendTraceElem,
+  HeapValue,
+  NamedValue,
+  StackElem,
+  Value
+} from "../types";
+
 function escapeHTML(s: any) {
     if (s !== undefined && s !== null) {
         return s.toString().replace(/[^0-9A-Za-z ]/g, (c: string) => "&#" + c.charCodeAt(0) + ";");
diff --git a/src/programflow-visualization/web/index.html b/src/programflow-visualization/web/index.html
new file mode 100644
index 00000000..f3186a6c
--- /dev/null
+++ b/src/programflow-visualization/web/index.html
@@ -0,0 +1,73 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8" />
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+
+  <meta http-equiv="Content-Security-Policy"
+        content="default-src 'none';
+                 style-src {{CSP_SOURCE}} 'unsafe-inline';
+                 script-src 'nonce-{{NONCE}}' {{CSP_SOURCE}};
+                 img-src {{CSP_SOURCE}} data:;
+                 connect-src {{CSP_SOURCE}};
+                 font-src {{CSP_SOURCE}};" />
+
+  <link rel="stylesheet" href="{{WEBVIEW_CSS}}" />
+  <title>Code Visualization</title>
+</head>
+
+<body>
+  <div class="column scrollable" id="viz">
+    <div class="row">
+      <div class="column title">
+        Frames
+        <div class="divider"></div>
+      </div>
+      <div class="row title">
+        Objects
+        <div class="divider"></div>
+      </div>
+    </div>
+
+    <div class="row">
+      <div class="column floating-left" id="frames"></div>
+      <div class="column floating-right" id="objects"></div>
+    </div>
+  </div>
+
+  <div class="row" id="bottom-area">
+    <div class="column floating-left">
+      <div class="slidecontainer">
+        <input type="range" min="0" max="0" value="0"
+               class="slider" id="traceSlider"/>
+      </div>
+
+      <div class="row margin-vertical">
+        <p>Step&nbsp;</p>
+        <p id="indexCounter">0</p>
+        <p id="traceMax">/?</p>
+      </div>
+
+      <div class="row margin-vertical">
+        <button class="margin-horizontal" id="firstButton" type="button">&#9198</button>
+        <button class="margin-horizontal" id="prevButton" type="button">&#9664</button>
+        <button class="margin-horizontal" id="nextButton" type="button">&#9654</button>
+        <button class="margin-horizontal" id="lastButton" type="button">&#9197</button>
+      </div>
+    </div>
+
+    <div class="column floating-right">
+      <pre class="scrollable" id="stdout-log"></pre>
+    </div>
+  </div>
+
+  <!-- scripts -->
+  <!-- example trace for web-dev -->
+  <script nonce="{{NONCE}}" src="./example-trace-content.js"></script>
+
+  <script nonce="{{NONCE}}" src="{{VSCODE_HOST_ADAPTER_JS}}"></script>
+
+  <script nonce="{{NONCE}}" src="{{WEBVIEW_JS}}"></script>
+
+</body>
+</html>
diff --git a/src/programflow-visualization/web/tsconfig.json b/src/programflow-visualization/web/tsconfig.json
new file mode 100644
index 00000000..722cd406
--- /dev/null
+++ b/src/programflow-visualization/web/tsconfig.json
@@ -0,0 +1,9 @@
+{
+  "extends": "../../../tsconfig.json",
+  "compilerOptions": {
+    "lib": ["es2017", "dom"],
+    "types": []
+  },
+  "include": ["**/*.ts"],
+  "exclude": ["../../../node_modules", "../../../.vscode-test"]
+}
\ No newline at end of file
diff --git a/src/programflow-visualization/web/vscode-host-adapter.ts b/src/programflow-visualization/web/vscode-host-adapter.ts
new file mode 100644
index 00000000..9ac5092e
--- /dev/null
+++ b/src/programflow-visualization/web/vscode-host-adapter.ts
@@ -0,0 +1,41 @@
+declare const acquireVsCodeApi: undefined | (() => { postMessage: (msg: any) => void });
+
+const vscode = typeof acquireVsCodeApi === "function"
+  ? acquireVsCodeApi()
+  : { postMessage: (_: any) => {} };
+
+window.addEventListener("message", (event: MessageEvent) => {
+  const msg = event.data;
+  if (!msg?.command) {return;}
+
+  switch (msg.command) {
+    case "reset":
+      window.dispatchEvent(new CustomEvent("programflow:reset", { detail: msg }));
+      break;
+    case "append":
+      window.dispatchEvent(new CustomEvent("programflow:append", { detail: msg }));
+      break;
+
+    case "updateButtons":
+      window.dispatchEvent(new CustomEvent("programflow:updateButtons", { detail: msg }));
+      break;
+    case "updateContent":
+      window.dispatchEvent(new CustomEvent("programflow:updateContent", { detail: msg }));
+      break;
+  }
+});
+
+window.addEventListener("programflow:select", (e: Event) => {
+  const ce = e as CustomEvent<any>;
+  vscode.postMessage({ command: "select", ...ce.detail });
+});
+
+window.addEventListener("programflow:onClick", (e: Event) => {
+  const ce = e as CustomEvent<{ type: string }>;
+  vscode.postMessage({ command: "onClick", type: ce.detail.type });
+});
+
+window.addEventListener("programflow:onSlide", (e: Event) => {
+  const ce = e as CustomEvent<{ value: string }>;
+  vscode.postMessage({ command: "onSlide", sliderValue: ce.detail.value });
+});
\ No newline at end of file
diff --git a/media/programflow-visualization/webview.css b/src/programflow-visualization/web/webview.css
similarity index 100%
rename from media/programflow-visualization/webview.css
rename to src/programflow-visualization/web/webview.css
diff --git a/src/programflow-visualization/web/webview.ts b/src/programflow-visualization/web/webview.ts
new file mode 100644
index 00000000..ebd51386
--- /dev/null
+++ b/src/programflow-visualization/web/webview.ts
@@ -0,0 +1,329 @@
+import { HTMLGenerator } from "./html-generator";
+import LinkerLine from "linkerline";
+import type { BackendTraceElem } from "../types";
+
+const isVscode = typeof (window as any).acquireVsCodeApi === "function";
+
+type ResetMsg = {
+  command: "reset";
+  trace: BackendTraceElem[];
+  complete: boolean;
+  index: number;
+};
+
+type AppendMsg = {
+  command: "append";
+  elem: BackendTraceElem;
+  complete: boolean;
+  index: number;
+  len: number;
+};
+
+// Optional example trace format (designer mode)
+type StaticTrace = { complete: boolean; trace: BackendTraceElem[] };
+
+let refLines: any[] = [];
+let trace: BackendTraceElem[] = [];
+let traceComplete = false;
+let traceIndex = 0;
+
+const gen = new HTMLGenerator();
+
+//DOM helpers
+function $(sel: string): HTMLElement {
+  const el = document.querySelector(sel);
+  if (!el) {throw new Error(`Missing element: ${sel}`);}
+  return el as HTMLElement;
+}
+
+function setDisabled(id: string, disabled: boolean) {
+  (document.querySelector(id) as HTMLButtonElement).disabled = disabled;
+}
+
+function clamp(n: number, min: number, max: number) {
+  return Math.max(min, Math.min(max, n));
+}
+
+//Rendering
+function renderCurrent() {
+  const max = Math.max(0, trace.length - 1);
+  traceIndex = clamp(traceIndex, 0, max);
+
+  // Update slider + counters
+  const slider = $("#traceSlider") as HTMLInputElement;
+  slider.max = String(max);
+  slider.value = String(traceIndex);
+
+  $("#traceMax").innerHTML = "/" + (traceComplete ? String(max) : "?");
+  $("#indexCounter").innerHTML = String(traceIndex);
+
+  // Update button enable/disable
+  setDisabled("#firstButton", traceIndex <= 0);
+  setDisabled("#prevButton", traceIndex <= 0);
+  setDisabled("#nextButton", traceIndex >= max);
+  setDisabled("#lastButton", traceIndex >= max);
+
+  // Nothing to show yet
+  if (trace.length === 0) {
+    $("#stdout-log").innerHTML = "";
+    clearArrows();
+    return;
+  }
+
+  const backendElem = trace[traceIndex];
+  const frontendElem = gen.generateHTML(backendElem);
+
+  updateVisualization(frontendElem);
+  updateIndent(frontendElem);
+  updateRefArrows(frontendElem);
+}
+
+function updateVisualization(traceElem: any /* FrontendTraceElem */) {
+  clearArrows();
+  const data = `
+    <div class="row">
+      <div class="column floating-left">
+        <div class="row title">Frames</div>
+        <div class="divider"></div>
+      </div>
+      <div class="column floating-right">
+        <div class="row title">Objects</div>
+        <div class="divider"></div>
+      </div>
+    </div>
+    <div class="row">
+      <div class="column floating-left floating-left-content" id="frames">
+        ${traceElem.stackHTML}
+      </div>
+      <div class="column floating-right floating-right-content" id="objects">
+        ${traceElem.heapHTML}
+      </div>
+    </div>
+  `;
+
+  const viz = document.getElementById("viz")!;
+  viz.innerHTML = data;
+
+  const stdoutLog = document.getElementById("stdout-log")!;
+  stdoutLog.innerHTML = traceElem.outputState;
+  stdoutLog.scrollTo(0, stdoutLog.scrollHeight);
+}
+
+function updateIndent(traceElem: any /* FrontendTraceElem */) {
+  const heapTags = traceElem.heapHTML.match(/(?<=startPointer)[0-9]+/g);
+  if (heapTags) {
+    heapTags.forEach((tag: string) => {
+      const element = document.getElementById("objectItem" + tag);
+      if (element) {element.classList.add("object-intendation");}
+    });
+  }
+}
+
+//Arrows
+function clearArrows() {
+  refLines.forEach((l) => {
+    try {
+      l.remove();
+    } catch {}
+  });
+  refLines = [];
+}
+
+function updateRefArrows(traceElem: any /* FrontendTraceElem */) {
+  const tags = getCurrentTags(traceElem);
+  if (!tags) { return; }
+
+  requestAnimationFrame(() => {
+    const parent = document.getElementById("viz");
+    if (!parent) { return; }
+
+    const usable = tags.filter((t: any) => {
+      const a = t.elem1 as HTMLElement | null | undefined;
+      const b = t.elem2 as HTMLElement | null | undefined;
+      return !!a && !!b && a.isConnected && b.isConnected;
+    });
+
+    const lines: any[] = [];
+    for (const t of usable) {
+      try {
+        lines.push(
+          new (LinkerLine as any)({
+            parent,
+            start: t.elem1,
+            end: t.elem2,
+            size: 2,
+            path: "magnet",
+            startSocket: "right",
+            endSocket: "left",
+            startPlug: "square",
+            startSocketGravity: [50, -10],
+            endSocketGravity: [-5, -5],
+            endPlug: "arrow1",
+            color: getColor(t),
+          })
+        );
+      } catch (err) {
+        // Keep going if one arrow fails (prevents breaking the whole render)
+        console.warn("LinkerLine failed for one tag:", t, err);
+      }
+    }
+
+    refLines = lines;
+  });
+}
+
+function getCurrentTags(traceElem: any /* FrontendTraceElem */) {
+  const stackTags = traceElem.stackHTML.match(/(?<=id=")(.+)Pointer[0-9]+/g);
+  const heapTags = traceElem.heapHTML.match(/(?<=startPointer)[0-9]+/g);
+  const uniqueId = traceElem.heapHTML.match(/\d+(?=startPointer)/g);
+
+  if (!stackTags) {return;}
+
+  const stackRefs = stackTags.map((tag: string) => {
+    const id = tag.match(/(?<=.*Pointer)[\d]+/g);
+    return {
+      tag: id,
+      elem1: document.getElementById(tag),
+      elem2: document.getElementById("heapEndPointer" + id),
+    };
+  });
+
+  let heapRefs: any[] = [];
+  if (heapTags && uniqueId) {
+    heapRefs = heapTags.map((reference: string, index: number) => {
+      return {
+        tag: reference,
+        elem1: document.getElementById(uniqueId[index] + "startPointer" + reference),
+        elem2: document.getElementById("heapEndPointer" + reference),
+      };
+    });
+  }
+
+  return [...heapRefs, ...stackRefs];
+}
+
+function getColor(tag: any) {
+  const hue = ((0.618033988749895 + Number(tag.tag) / 10) % 1) * 100;
+  return `hsl(${hue}, 60%, 45%)`;
+}
+
+//Incoming events (from vscode-host-adapter.ts)
+window.addEventListener("programflow:reset", (e: Event) => {
+  const msg = (e as CustomEvent<ResetMsg>).detail;
+  trace = msg.trace ?? [];
+  traceComplete = !!msg.complete;
+  traceIndex = Number(msg.index ?? 0);
+  renderCurrent();
+});
+
+window.addEventListener("programflow:append", (e: Event) => {
+  const msg = (e as CustomEvent<AppendMsg>).detail;
+  trace.push(msg.elem);
+  traceComplete = !!msg.complete;
+  traceIndex = Number(msg.index ?? traceIndex);
+  renderCurrent();
+});
+
+window.addEventListener("programflow:updateButtons", (e: Event) => {
+  const msg = (e as CustomEvent<any>).detail;
+  setDisabled("#nextButton", !msg.next);
+  setDisabled("#prevButton", !msg.prev);
+  setDisabled("#firstButton", !msg.first);
+  setDisabled("#lastButton", !msg.last);
+});
+
+window.addEventListener("programflow:updateContent", (e: Event) => {
+  const msg = (e as CustomEvent<any>).detail;
+
+  const max = Math.max(0, (msg.traceLen ?? 0) - 1);
+  const slider = $("#traceSlider") as HTMLInputElement;
+  slider.max = String(max);
+  slider.value = String(msg.traceIndex ?? 0);
+
+  $("#traceMax").innerHTML = "/" + (msg.traceComplete ? String(max) : "?");
+  $("#indexCounter").innerHTML = String(msg.traceIndex ?? 0);
+
+  updateVisualization(msg.traceElem);
+  updateIndent(msg.traceElem);
+  updateRefArrows(msg.traceElem);
+});
+
+// Browser-only navigation handling
+if (!isVscode) {
+
+  window.addEventListener("programflow:onClick", (e: Event) => {
+    const ce = e as CustomEvent<{ type: "first" | "prev" | "next" | "last" }>;
+    const max = Math.max(0, trace.length - 1);
+
+    switch (ce.detail.type) {
+      case "first":
+        traceIndex = 0;
+        break;
+
+      case "prev":
+        traceIndex = Math.max(0, traceIndex - 1);
+        break;
+
+      case "next":
+        traceIndex = Math.min(max, traceIndex + 1);
+        break;
+
+      case "last":
+        traceIndex = max;
+        break;
+    }
+
+    renderCurrent();
+  });
+
+  window.addEventListener("programflow:onSlide", (e: Event) => {
+    const ce = e as CustomEvent<{ value: string }>;
+    traceIndex = Number(ce.detail.value) || 0;
+    renderCurrent();
+  });
+
+}
+
+
+function setupUi() {
+  // Disable until first reset arrives
+  setDisabled("#nextButton", true);
+  setDisabled("#lastButton", true);
+  setDisabled("#prevButton", true);
+  setDisabled("#firstButton", true);
+
+  // Button clicks -> dispatch events (adapter forwards to VS Code)
+  $("#firstButton").addEventListener("click", () => {
+    window.dispatchEvent(new CustomEvent("programflow:onClick", { detail: { type: "first" } }));
+  });
+  $("#prevButton").addEventListener("click", () => {
+    window.dispatchEvent(new CustomEvent("programflow:onClick", { detail: { type: "prev" } }));
+  });
+  $("#nextButton").addEventListener("click", () => {
+    window.dispatchEvent(new CustomEvent("programflow:onClick", { detail: { type: "next" } }));
+  });
+  $("#lastButton").addEventListener("click", () => {
+    window.dispatchEvent(new CustomEvent("programflow:onClick", { detail: { type: "last" } }));
+  });
+
+  // Slider input -> dispatch event
+  ($("#traceSlider") as HTMLInputElement).addEventListener("input", (e: Event) => {
+    const value = (e.target as HTMLInputElement).value;
+    window.dispatchEvent(new CustomEvent("programflow:onSlide", { detail: { value } }));
+  });
+
+  // Optional: example trace mode
+  const anyWin = window as any;
+  const staticTrace: StaticTrace | undefined = anyWin.__PROGRAMFLOW_TRACE__;
+
+  console.log("static trace mode:", !!staticTrace?.trace, staticTrace?.trace?.length);
+  
+  if (staticTrace?.trace) {
+    trace = staticTrace.trace;
+    traceComplete = !!staticTrace.complete;
+    traceIndex = 0;
+    renderCurrent();
+  }
+}
+
+document.addEventListener("DOMContentLoaded", setupUi);
\ No newline at end of file
diff --git a/tsconfig.json b/tsconfig.json
index b65c7451..342b7493 100644
--- a/tsconfig.json
+++ b/tsconfig.json
@@ -6,6 +6,7 @@
 		"lib": [
 			"es6"
 		],
+		"types": ["node"],
 		"sourceMap": true,
 		"rootDir": "src",
 		"strict": true   /* enable all strict type-checking options */
@@ -16,6 +17,7 @@
 	},
 	"exclude": [
 		"node_modules",
-		".vscode-test"
+		".vscode-test",
+		"src/programflow-visualization/web/**"
 	]
 }
diff --git a/webpack.config.js b/webpack.config.js
deleted file mode 100644
index 136b385b..00000000
--- a/webpack.config.js
+++ /dev/null
@@ -1,12 +0,0 @@
-const path = require('path');
-
-module.exports = {
-  entry: {
-    linkerline: './media/programflow-visualization/linkerline.js',
-  },
-  output: {
-    path: path.resolve(__dirname, 'out'),
-    filename: '[name].bundle.js',
-  },
-  mode: "production"
-};

From baf7e4067c2d58a7469cb6fc057534c43e98979e Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Fri, 6 Mar 2026 13:35:35 +0100
Subject: [PATCH 02/20] Moved last html out of webview.ts

---
 src/programflow-visualization/web/index.html | 22 +++++++----
 src/programflow-visualization/web/webview.ts | 41 +++++++-------------
 2 files changed, 28 insertions(+), 35 deletions(-)

diff --git a/src/programflow-visualization/web/index.html b/src/programflow-visualization/web/index.html
index f3186a6c..fd1f1102 100644
--- a/src/programflow-visualization/web/index.html
+++ b/src/programflow-visualization/web/index.html
@@ -19,27 +19,33 @@
 <body>
   <div class="column scrollable" id="viz">
     <div class="row">
-      <div class="column title">
-        Frames
+      <div class="column floating-left">
+        <div class="row title">Frames</div>
         <div class="divider"></div>
       </div>
-      <div class="row title">
-        Objects
+      <div class="column floating-right">
+        <div class="row title">Objects</div>
         <div class="divider"></div>
       </div>
     </div>
 
     <div class="row">
-      <div class="column floating-left" id="frames"></div>
-      <div class="column floating-right" id="objects"></div>
+      <div class="column floating-left floating-left-content" id="frames"></div>
+      <div class="column floating-right floating-right-content" id="objects"></div>
     </div>
   </div>
 
   <div class="row" id="bottom-area">
     <div class="column floating-left">
       <div class="slidecontainer">
-        <input type="range" min="0" max="0" value="0"
-               class="slider" id="traceSlider"/>
+        <input
+          type="range"
+          min="0"
+          max="0"
+          value="0"
+          class="slider"
+          id="traceSlider"
+        />
       </div>
 
       <div class="row margin-vertical">
diff --git a/src/programflow-visualization/web/webview.ts b/src/programflow-visualization/web/webview.ts
index ebd51386..1c00b80b 100644
--- a/src/programflow-visualization/web/webview.ts
+++ b/src/programflow-visualization/web/webview.ts
@@ -1,7 +1,8 @@
 import { HTMLGenerator } from "./html-generator";
 import LinkerLine from "linkerline";
-import type { BackendTraceElem } from "../types";
+import type { BackendTraceElem, FrontendTraceElem } from "../types";
 
+// only used to add seperate Browser navigation if not in vscode
 const isVscode = typeof (window as any).acquireVsCodeApi === "function";
 
 type ResetMsg = {
@@ -80,31 +81,17 @@ function renderCurrent() {
 
 function updateVisualization(traceElem: any /* FrontendTraceElem */) {
   clearArrows();
-  const data = `
-    <div class="row">
-      <div class="column floating-left">
-        <div class="row title">Frames</div>
-        <div class="divider"></div>
-      </div>
-      <div class="column floating-right">
-        <div class="row title">Objects</div>
-        <div class="divider"></div>
-      </div>
-    </div>
-    <div class="row">
-      <div class="column floating-left floating-left-content" id="frames">
-        ${traceElem.stackHTML}
-      </div>
-      <div class="column floating-right floating-right-content" id="objects">
-        ${traceElem.heapHTML}
-      </div>
-    </div>
-  `;
-
-  const viz = document.getElementById("viz")!;
-  viz.innerHTML = data;
-
-  const stdoutLog = document.getElementById("stdout-log")!;
+
+  const frames = document.getElementById("frames");
+  const objects = document.getElementById("objects");
+  const stdoutLog = document.getElementById("stdout-log");
+
+  if (!frames || !objects || !stdoutLog) {
+    throw new Error("Missing required visualization containers");
+  }
+
+  frames.innerHTML = traceElem.stackHTML;
+  objects.innerHTML = traceElem.heapHTML;
   stdoutLog.innerHTML = traceElem.outputState;
   stdoutLog.scrollTo(0, stdoutLog.scrollHeight);
 }
@@ -172,7 +159,7 @@ function updateRefArrows(traceElem: any /* FrontendTraceElem */) {
   });
 }
 
-function getCurrentTags(traceElem: any /* FrontendTraceElem */) {
+function getCurrentTags(traceElem: FrontendTraceElem) {
   const stackTags = traceElem.stackHTML.match(/(?<=id=")(.+)Pointer[0-9]+/g);
   const heapTags = traceElem.heapHTML.match(/(?<=startPointer)[0-9]+/g);
   const uniqueId = traceElem.heapHTML.match(/\d+(?=startPointer)/g);

From 16fae7f97ffc99ae6ea0601799617d7df5948be3 Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Thu, 19 Mar 2026 16:35:40 +0100
Subject: [PATCH 03/20] Added and enhanced documentation

---
 README.md                               |  6 +++---
 src/programflow-visualization/README.md | 16 ++++++++++++++++
 2 files changed, 19 insertions(+), 3 deletions(-)
 create mode 100644 src/programflow-visualization/README.md

diff --git a/README.md b/README.md
index 43c9682e..a31a1de3 100644
--- a/README.md
+++ b/README.md
@@ -225,7 +225,7 @@ You can develop the design of the visualization using an example trace in your b
 
 * `npm install`
 * `npm run build`
-* `npm run watch:web`
+* `npm run watch:web` this starts a process which will build the contents of `src/programflow-visualization/web` into `out/programflow-visualization/web` on any changes
 * In console: `cd out/programflow-visualization/web` + `python3 -m http.server 5173`
-* Then open http://localhost:5173/index.web.html
-* Now you can edit files in `src/programflow-visualization/web`, watch:web will rebuild automatically and you can refresh your browser tab to see the changes
\ No newline at end of file
+* Then open http://localhost:5173/index.web.html in your browser
+* Now you can edit files in `src/programflow-visualization/web`, watch:web will rebuild automatically and you can refresh your browser tab to see the changes instantly
\ No newline at end of file
diff --git a/src/programflow-visualization/README.md b/src/programflow-visualization/README.md
new file mode 100644
index 00000000..8b70f041
--- /dev/null
+++ b/src/programflow-visualization/README.md
@@ -0,0 +1,16 @@
+# Communication
+In `setupUi()` in [webview.ts](web/webview.ts#L276) EventListeners for clicks are attatched to Buttons, which dispatch new CustomEvent `programflow:onClick` including info on specific Button.
+
+## Web
+
+* [webview.ts](web/webview.ts#L241) adds an EventListener for that specific CustomEvent, if the application is running in a web environment
+* In this EventListener `traceIndex` is adjusted depending on which Button was pressed
+* `renderCurrent()` re-renders the application using the new `traceIndex`
+
+## VSCode
+* [vscode-host-adapter.ts](web/vscode-host-adapter.ts) adds EventListeners which forward the CustomEvents to the extension via `vscode.postMessage(...)`
+* In [visualization_panel.ts](frontend/visualization_panel.ts#L88) the function `onClick` is then called asynchronously
+* Here, the `traceIndex` is updated, the view is re-rendered via asynchronous `reset`-event and the VSCode highlighting is updated according to `new traceIndex`
+* The `reset`-event, is caught by the EventListener in [vscode-host-adapter.ts](web/vscode-host-adapter.ts#L7), which handles incoming MessageEvents from the VSCode extension and dispatches CustomEvents for [webview.ts](web/webview.ts)
+* In [webview.ts](web/webview.ts#L203) the actual re-rendering happens
+* TLDR; [vscode-host-adapter.ts](web/vscode-host-adapter.ts) works as an event-bridge for messages between the extension and the view and keeps VSCode-specific code out of the webview component

From c467fb5d55f1893706bc4e26af24cec43b070344 Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Tue, 31 Mar 2026 14:03:17 +0200
Subject: [PATCH 04/20] Improvemnets

added comments at the top of files
reworked readme
removed dead code
got rid of communication roundtrip -> only highlight message
---
 src/programflow-visualization/README.md       |  66 +++++++--
 .../frontend/visualization_panel.ts           |  70 ++++-----
 .../web/html-generator.ts                     |   2 +-
 src/programflow-visualization/web/index.html  |   8 +-
 .../web/tsconfig.json                         |   1 +
 .../web/vscode-host-adapter.ts                |  19 +--
 src/programflow-visualization/web/webview.css |   2 +-
 src/programflow-visualization/web/webview.ts  | 134 ++++++++----------
 8 files changed, 149 insertions(+), 153 deletions(-)

diff --git a/src/programflow-visualization/README.md b/src/programflow-visualization/README.md
index 8b70f041..cc0c2f22 100644
--- a/src/programflow-visualization/README.md
+++ b/src/programflow-visualization/README.md
@@ -1,16 +1,56 @@
-# Communication
-In `setupUi()` in [webview.ts](web/webview.ts#L276) EventListeners for clicks are attatched to Buttons, which dispatch new CustomEvent `programflow:onClick` including info on specific Button.
+# Architecture Overview
 
-## Web
+## Components
 
-* [webview.ts](web/webview.ts#L241) adds an EventListener for that specific CustomEvent, if the application is running in a web environment
-* In this EventListener `traceIndex` is adjusted depending on which Button was pressed
-* `renderCurrent()` re-renders the application using the new `traceIndex`
+### **Webview (web/)**
+The self-contained UI component that the user interacts with:
+- **webview.ts**: Manages trace navigation, rendering, and local state. Navigation (prev/next/first/last) is fully local; after updating the visualization, it emits a `highlight` message for line highlighting in the editor.
+- **html-generator.ts**: Converts backend trace elements into HTML fragments for display.
+- **vscode-host-adapter.ts**: Bridges between the webview's custom events and the VS Code webview API. Non-VS Code environments work unchanged (mock postMessage).
+- **index.html**: DOM structure, control buttons, and output panes.
+- **webview.css**: Layout and styling.
+- **example-trace-content.js**: Optional sample trace for design/development mode.
 
-## VSCode
-* [vscode-host-adapter.ts](web/vscode-host-adapter.ts) adds EventListeners which forward the CustomEvents to the extension via `vscode.postMessage(...)`
-* In [visualization_panel.ts](frontend/visualization_panel.ts#L88) the function `onClick` is then called asynchronously
-* Here, the `traceIndex` is updated, the view is re-rendered via asynchronous `reset`-event and the VSCode highlighting is updated according to `new traceIndex`
-* The `reset`-event, is caught by the EventListener in [vscode-host-adapter.ts](web/vscode-host-adapter.ts#L7), which handles incoming MessageEvents from the VSCode extension and dispatches CustomEvents for [webview.ts](web/webview.ts)
-* In [webview.ts](web/webview.ts#L203) the actual re-rendering happens
-* TLDR; [vscode-host-adapter.ts](web/vscode-host-adapter.ts) works as an event-bridge for messages between the extension and the view and keeps VSCode-specific code out of the webview component
+### **Panel (frontend/)**
+The VS Code extension-side host that owns the webview:
+- **visualization_panel.ts**: Creates and manages the webview panel lifecycle. Receives `reset` and `append` messages from the trace backend, posts them to the webview. Handles `highlight` and `select` messages from the webview to update editor line highlighting.
+
+## Message Flow
+
+```mermaid
+graph TB
+    subgraph backend["Backend (Python)"]
+        trace["Trace Generator"]
+    end
+    
+    subgraph extension["Extension Host (VS Code)"]
+        panel["VisualizationPanel"]
+    end
+    
+    subgraph webview["Webview (Sandboxed)"]
+        ui["webview.ts<br/>(UI + Navigation)"]
+        gen["html-generator.ts<br/>(Rendering)"]
+    end
+    
+    subgraph editor["Editor"]
+        highlight["Line Highlighting"]
+    end
+    
+    trace -->|trace array via IPC| panel
+    panel -->|postMessage reset/append| webview
+    
+    webview -->|custom events| adapter["vscode-host-adapter.ts"]
+    adapter -->|postMessage highlight/select| panel
+    panel -->|updateLineHighlight| editor
+    
+    ui -->|local navigation| gen
+    gen -->|innerHTML| ui
+```
+
+## Data Flow
+
+1. **Initial Load / Panel Refocus**: Panel sends full trace array to webview via `reset` message.
+2. **Streaming Trace**: Backend sends trace elements; panel forwards via `append` message.
+3. **User Navigation**: User clicks buttons or moves slider → local navigation in webview updates `traceIndex` → renders visualization → emits `highlight` message.
+4. **Editor Synchronization**: Panel receives `highlight` message → opens file and highlights line in editor.
+5. **Standalone Mode**: webview works standalone (desktop or browser) via static trace injection in development, no postMessage needed.
diff --git a/src/programflow-visualization/frontend/visualization_panel.ts b/src/programflow-visualization/frontend/visualization_panel.ts
index ce8c4084..a09f386d 100644
--- a/src/programflow-visualization/frontend/visualization_panel.ts
+++ b/src/programflow-visualization/frontend/visualization_panel.ts
@@ -1,3 +1,4 @@
+// Host the visualization webview panel and synchronize editor highlighting with trace events
 import * as vscode from "vscode";
 import * as path from "path";
 import * as fs from "fs";
@@ -23,7 +24,8 @@ export class VisualizationPanel {
   private _tracePortSelfClose = false;
 
   private _backendTrace: PartialBackendTrace = { trace: [], complete: false };
-  private _traceIndex = 0;
+  private _highlightFilePath: string | undefined;
+  private _highlightLine: number | undefined;
 
   private static readonly webComponentDir = "out/programflow-visualization/web";
 
@@ -42,7 +44,6 @@ export class VisualizationPanel {
     this._tracePort = tracePort;
 
     this._backendTrace = { trace: initialTrace, complete: initialTrace.length > 0 };
-    this._traceIndex = 0;
 
     this._panel = vscode.window.createWebviewPanel(
       "programflow-visualization",
@@ -88,11 +89,10 @@ export class VisualizationPanel {
     this._panel.webview.onDidReceiveMessage(
       async (msg) => {
         switch (msg?.command) {
-          case "onClick":
-            await this.onClick(String(msg.type));
-            break;
-          case "onSlide":
-            await this.onSlide(Number(msg.sliderValue));
+          case "highlight":
+            if (typeof msg.filePath === "string" && typeof msg.line === "number") {
+              await this.updateLineHighlight(false, msg.filePath, msg.line);
+            }
             break;
           case "select":
             if (typeof msg.filePath === "string" && typeof msg.line === "number") {
@@ -179,7 +179,6 @@ export class VisualizationPanel {
       command: "reset",
       trace: this._backendTrace.trace,
       complete: this._backendTrace.complete,
-      index: this._traceIndex,
     });
   }
 
@@ -190,52 +189,33 @@ export class VisualizationPanel {
       command: "append",
       elem,
       complete: this._backendTrace.complete,
-      index: this._traceIndex,
       len: this._backendTrace.trace.length,
     });
   }
 
-  // Compatibility navigation handlers
-  private async onClick(type: string) {
-    this.updateTraceIndex(type);
-    await this.postReset();
-    this.updateLineHighlight();
-  }
-
-  private async onSlide(sliderValue: number) {
-    this._traceIndex = Number(sliderValue);
-    await this.postReset();
-    this.updateLineHighlight();
-  }
-
-  private updateTraceIndex(actionType: string) {
-    const max = Math.max(0, this._backendTrace.trace.length - 1);
-    switch (actionType) {
-      case "next":
-        this._traceIndex = Math.min(max, this._traceIndex + 1);
-        break;
-      case "prev":
-        this._traceIndex = Math.max(0, this._traceIndex - 1);
-        break;
-      case "first":
-        this._traceIndex = 0;
-        break;
-      case "last":
-        this._traceIndex = max;
-        break;
-    }
-  }
-
   // Editor highlighting
   private async updateLineHighlight(remove: boolean = false, overrideFile?: string, overrideLine?: number) {
     try {
-      if (this._backendTrace.trace.length === 0) {
-        return;
+      let traceFile: string;
+      let traceLine: number;
+
+      if (typeof overrideFile === "string" && typeof overrideLine === "number") {
+        traceFile = overrideFile;
+        traceLine = overrideLine;
+      } else if (typeof this._highlightFilePath === "string" && typeof this._highlightLine === "number") {
+        traceFile = this._highlightFilePath;
+        traceLine = this._highlightLine;
+      } else {
+        if (this._backendTrace.trace.length === 0) {
+          return;
+        }
+        const current = this._backendTrace.trace[0];
+        traceFile = current.filePath;
+        traceLine = current.line;
       }
 
-      const current = this._backendTrace.trace[this._traceIndex];
-      const traceFile = overrideFile ?? current.filePath;
-      const traceLine = overrideLine ?? current.line;
+      this._highlightFilePath = traceFile;
+      this._highlightLine = traceLine;
 
       const openPath = vscode.Uri.file(traceFile);
 
diff --git a/src/programflow-visualization/web/html-generator.ts b/src/programflow-visualization/web/html-generator.ts
index 3700f3fb..71760bca 100644
--- a/src/programflow-visualization/web/html-generator.ts
+++ b/src/programflow-visualization/web/html-generator.ts
@@ -1,3 +1,4 @@
+// Convert backend trace elements into HTML fragments for the visualization panes
 import type {
   BackendTraceElem,
   FrontendTraceElem,
@@ -127,7 +128,6 @@ export class HTMLGenerator {
                     </div>
                 `;
                 break;
-                break;
             /* tuple, list, int[], int[][], ...*/
             default:
                 result = `
diff --git a/src/programflow-visualization/web/index.html b/src/programflow-visualization/web/index.html
index fd1f1102..f0382ab6 100644
--- a/src/programflow-visualization/web/index.html
+++ b/src/programflow-visualization/web/index.html
@@ -55,10 +55,10 @@
       </div>
 
       <div class="row margin-vertical">
-        <button class="margin-horizontal" id="firstButton" type="button">&#9198</button>
-        <button class="margin-horizontal" id="prevButton" type="button">&#9664</button>
-        <button class="margin-horizontal" id="nextButton" type="button">&#9654</button>
-        <button class="margin-horizontal" id="lastButton" type="button">&#9197</button>
+        <button class="margin-horizontal" id="firstButton" type="button" aria-label="Go to first step" title="First step">&#9198</button>
+        <button class="margin-horizontal" id="prevButton" type="button" aria-label="Go to previous step" title="Previous step">&#9664</button>
+        <button class="margin-horizontal" id="nextButton" type="button" aria-label="Go to next step" title="Next step">&#9654</button>
+        <button class="margin-horizontal" id="lastButton" type="button" aria-label="Go to last step" title="Last step">&#9197</button>
       </div>
     </div>
 
diff --git a/src/programflow-visualization/web/tsconfig.json b/src/programflow-visualization/web/tsconfig.json
index 722cd406..36c3b4c1 100644
--- a/src/programflow-visualization/web/tsconfig.json
+++ b/src/programflow-visualization/web/tsconfig.json
@@ -1,3 +1,4 @@
+// Configure TypeScript compilation for the webview-specific source files
 {
   "extends": "../../../tsconfig.json",
   "compilerOptions": {
diff --git a/src/programflow-visualization/web/vscode-host-adapter.ts b/src/programflow-visualization/web/vscode-host-adapter.ts
index 9ac5092e..187a7e05 100644
--- a/src/programflow-visualization/web/vscode-host-adapter.ts
+++ b/src/programflow-visualization/web/vscode-host-adapter.ts
@@ -1,3 +1,4 @@
+// Bridge messages between the VS Code host API and webview custom events
 declare const acquireVsCodeApi: undefined | (() => { postMessage: (msg: any) => void });
 
 const vscode = typeof acquireVsCodeApi === "function"
@@ -15,13 +16,6 @@ window.addEventListener("message", (event: MessageEvent) => {
     case "append":
       window.dispatchEvent(new CustomEvent("programflow:append", { detail: msg }));
       break;
-
-    case "updateButtons":
-      window.dispatchEvent(new CustomEvent("programflow:updateButtons", { detail: msg }));
-      break;
-    case "updateContent":
-      window.dispatchEvent(new CustomEvent("programflow:updateContent", { detail: msg }));
-      break;
   }
 });
 
@@ -30,12 +24,7 @@ window.addEventListener("programflow:select", (e: Event) => {
   vscode.postMessage({ command: "select", ...ce.detail });
 });
 
-window.addEventListener("programflow:onClick", (e: Event) => {
-  const ce = e as CustomEvent<{ type: string }>;
-  vscode.postMessage({ command: "onClick", type: ce.detail.type });
+window.addEventListener("programflow:highlight", (e: Event) => {
+  const ce = e as CustomEvent<{ filePath: string; line: number }>;
+  vscode.postMessage({ command: "highlight", ...ce.detail });
 });
-
-window.addEventListener("programflow:onSlide", (e: Event) => {
-  const ce = e as CustomEvent<{ value: string }>;
-  vscode.postMessage({ command: "onSlide", sliderValue: ce.detail.value });
-});
\ No newline at end of file
diff --git a/src/programflow-visualization/web/webview.css b/src/programflow-visualization/web/webview.css
index c5d5a385..d2b57d1a 100644
--- a/src/programflow-visualization/web/webview.css
+++ b/src/programflow-visualization/web/webview.css
@@ -34,7 +34,7 @@ body {
 }
 
 .scrollable {
-  overflow: scroll;
+  overflow: auto;
 }
 
 #viz {
diff --git a/src/programflow-visualization/web/webview.ts b/src/programflow-visualization/web/webview.ts
index 1c00b80b..75000bd8 100644
--- a/src/programflow-visualization/web/webview.ts
+++ b/src/programflow-visualization/web/webview.ts
@@ -1,3 +1,4 @@
+// Render and control the program-flow visualization UI inside the webview
 import { HTMLGenerator } from "./html-generator";
 import LinkerLine from "linkerline";
 import type { BackendTraceElem, FrontendTraceElem } from "../types";
@@ -9,15 +10,15 @@ type ResetMsg = {
   command: "reset";
   trace: BackendTraceElem[];
   complete: boolean;
-  index: number;
+  index?: number;
 };
 
 type AppendMsg = {
   command: "append";
   elem: BackendTraceElem;
   complete: boolean;
-  index: number;
-  len: number;
+  index?: number;
+  len?: number;
 };
 
 // Optional example trace format (designer mode)
@@ -28,6 +29,8 @@ let trace: BackendTraceElem[] = [];
 let traceComplete = false;
 let traceIndex = 0;
 
+type NavType = "first" | "prev" | "next" | "last";
+
 const gen = new HTMLGenerator();
 
 //DOM helpers
@@ -79,7 +82,50 @@ function renderCurrent() {
   updateRefArrows(frontendElem);
 }
 
-function updateVisualization(traceElem: any /* FrontendTraceElem */) {
+function postCurrentHighlight() {
+  if (!isVscode || trace.length === 0) {
+    return;
+  }
+  window.dispatchEvent(new CustomEvent("programflow:highlight", {
+    detail: {
+      filePath: trace[traceIndex].filePath,
+      line: trace[traceIndex].line,
+    },
+  }));
+}
+
+function navigate(type: NavType) {
+  const max = Math.max(0, trace.length - 1);
+
+  switch (type) {
+    case "first":
+      traceIndex = 0;
+      break;
+
+    case "prev":
+      traceIndex = Math.max(0, traceIndex - 1);
+      break;
+
+    case "next":
+      traceIndex = Math.min(max, traceIndex + 1);
+      break;
+
+    case "last":
+      traceIndex = max;
+      break;
+  }
+
+  renderCurrent();
+  postCurrentHighlight();
+}
+
+function slideTo(rawValue: string) {
+  traceIndex = Number(rawValue) || 0;
+  renderCurrent();
+  postCurrentHighlight();
+}
+
+function updateVisualization(traceElem: FrontendTraceElem) {
   clearArrows();
 
   const frames = document.getElementById("frames");
@@ -96,7 +142,7 @@ function updateVisualization(traceElem: any /* FrontendTraceElem */) {
   stdoutLog.scrollTo(0, stdoutLog.scrollHeight);
 }
 
-function updateIndent(traceElem: any /* FrontendTraceElem */) {
+function updateIndent(traceElem: FrontendTraceElem) {
   const heapTags = traceElem.heapHTML.match(/(?<=startPointer)[0-9]+/g);
   if (heapTags) {
     heapTags.forEach((tag: string) => {
@@ -116,7 +162,7 @@ function clearArrows() {
   refLines = [];
 }
 
-function updateRefArrows(traceElem: any /* FrontendTraceElem */) {
+function updateRefArrows(traceElem: FrontendTraceElem) {
   const tags = getCurrentTags(traceElem);
   if (!tags) { return; }
 
@@ -199,7 +245,7 @@ window.addEventListener("programflow:reset", (e: Event) => {
   const msg = (e as CustomEvent<ResetMsg>).detail;
   trace = msg.trace ?? [];
   traceComplete = !!msg.complete;
-  traceIndex = Number(msg.index ?? 0);
+  traceIndex = Number(msg.index ?? traceIndex);
   renderCurrent();
 });
 
@@ -211,66 +257,6 @@ window.addEventListener("programflow:append", (e: Event) => {
   renderCurrent();
 });
 
-window.addEventListener("programflow:updateButtons", (e: Event) => {
-  const msg = (e as CustomEvent<any>).detail;
-  setDisabled("#nextButton", !msg.next);
-  setDisabled("#prevButton", !msg.prev);
-  setDisabled("#firstButton", !msg.first);
-  setDisabled("#lastButton", !msg.last);
-});
-
-window.addEventListener("programflow:updateContent", (e: Event) => {
-  const msg = (e as CustomEvent<any>).detail;
-
-  const max = Math.max(0, (msg.traceLen ?? 0) - 1);
-  const slider = $("#traceSlider") as HTMLInputElement;
-  slider.max = String(max);
-  slider.value = String(msg.traceIndex ?? 0);
-
-  $("#traceMax").innerHTML = "/" + (msg.traceComplete ? String(max) : "?");
-  $("#indexCounter").innerHTML = String(msg.traceIndex ?? 0);
-
-  updateVisualization(msg.traceElem);
-  updateIndent(msg.traceElem);
-  updateRefArrows(msg.traceElem);
-});
-
-// Browser-only navigation handling
-if (!isVscode) {
-
-  window.addEventListener("programflow:onClick", (e: Event) => {
-    const ce = e as CustomEvent<{ type: "first" | "prev" | "next" | "last" }>;
-    const max = Math.max(0, trace.length - 1);
-
-    switch (ce.detail.type) {
-      case "first":
-        traceIndex = 0;
-        break;
-
-      case "prev":
-        traceIndex = Math.max(0, traceIndex - 1);
-        break;
-
-      case "next":
-        traceIndex = Math.min(max, traceIndex + 1);
-        break;
-
-      case "last":
-        traceIndex = max;
-        break;
-    }
-
-    renderCurrent();
-  });
-
-  window.addEventListener("programflow:onSlide", (e: Event) => {
-    const ce = e as CustomEvent<{ value: string }>;
-    traceIndex = Number(ce.detail.value) || 0;
-    renderCurrent();
-  });
-
-}
-
 
 function setupUi() {
   // Disable until first reset arrives
@@ -279,24 +265,24 @@ function setupUi() {
   setDisabled("#prevButton", true);
   setDisabled("#firstButton", true);
 
-  // Button clicks -> dispatch events (adapter forwards to VS Code)
+  // Button clicks -> local navigation
   $("#firstButton").addEventListener("click", () => {
-    window.dispatchEvent(new CustomEvent("programflow:onClick", { detail: { type: "first" } }));
+    navigate("first");
   });
   $("#prevButton").addEventListener("click", () => {
-    window.dispatchEvent(new CustomEvent("programflow:onClick", { detail: { type: "prev" } }));
+    navigate("prev");
   });
   $("#nextButton").addEventListener("click", () => {
-    window.dispatchEvent(new CustomEvent("programflow:onClick", { detail: { type: "next" } }));
+    navigate("next");
   });
   $("#lastButton").addEventListener("click", () => {
-    window.dispatchEvent(new CustomEvent("programflow:onClick", { detail: { type: "last" } }));
+    navigate("last");
   });
 
-  // Slider input -> dispatch event
+  // Slider input -> local navigation
   ($("#traceSlider") as HTMLInputElement).addEventListener("input", (e: Event) => {
     const value = (e.target as HTMLInputElement).value;
-    window.dispatchEvent(new CustomEvent("programflow:onSlide", { detail: { value } }));
+    slideTo(value);
   });
 
   // Optional: example trace mode

From 5bbf0f61ecbea1ffe22f1c7b4b3945f52fc36edd Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Tue, 31 Mar 2026 15:07:23 +0200
Subject: [PATCH 05/20] Further simplification and dead code removal

---
 src/programflow-visualization/README.md        |  4 ++--
 .../frontend/visualization_panel.ts            | 18 +++---------------
 .../web/html-generator.ts                      |  6 +++---
 .../web/vscode-host-adapter.ts                 | 10 ++++------
 src/programflow-visualization/web/webview.ts   | 12 +-----------
 5 files changed, 13 insertions(+), 37 deletions(-)

diff --git a/src/programflow-visualization/README.md b/src/programflow-visualization/README.md
index cc0c2f22..a5f95113 100644
--- a/src/programflow-visualization/README.md
+++ b/src/programflow-visualization/README.md
@@ -13,7 +13,7 @@ The self-contained UI component that the user interacts with:
 
 ### **Panel (frontend/)**
 The VS Code extension-side host that owns the webview:
-- **visualization_panel.ts**: Creates and manages the webview panel lifecycle. Receives `reset` and `append` messages from the trace backend, posts them to the webview. Handles `highlight` and `select` messages from the webview to update editor line highlighting.
+- **visualization_panel.ts**: Creates and manages the webview panel lifecycle. Receives `reset` and `append` messages from the trace backend, posts them to the webview. Handles `highlight` messages from the webview to update editor line highlighting.
 
 ## Message Flow
 
@@ -40,7 +40,7 @@ graph TB
     panel -->|postMessage reset/append| webview
     
     webview -->|custom events| adapter["vscode-host-adapter.ts"]
-    adapter -->|postMessage highlight/select| panel
+    adapter -->|postMessage highlight| panel
     panel -->|updateLineHighlight| editor
     
     ui -->|local navigation| gen
diff --git a/src/programflow-visualization/frontend/visualization_panel.ts b/src/programflow-visualization/frontend/visualization_panel.ts
index a09f386d..fb18a8e3 100644
--- a/src/programflow-visualization/frontend/visualization_panel.ts
+++ b/src/programflow-visualization/frontend/visualization_panel.ts
@@ -17,7 +17,6 @@ export class VisualizationPanel {
   private readonly _context: vscode.ExtensionContext;
   private readonly _outChannel: vscode.OutputChannel;
 
-  private readonly _filePath: string;
   private readonly _fileHash: string;
 
   private readonly _tracePort: MessagePort | null;
@@ -39,7 +38,6 @@ export class VisualizationPanel {
   ) {
     this._context = context;
     this._outChannel = outChannel;
-    this._filePath = filePath;
     this._fileHash = fileHash;
     this._tracePort = tracePort;
 
@@ -88,18 +86,9 @@ export class VisualizationPanel {
 
     this._panel.webview.onDidReceiveMessage(
       async (msg) => {
-        switch (msg?.command) {
-          case "highlight":
-            if (typeof msg.filePath === "string" && typeof msg.line === "number") {
-              await this.updateLineHighlight(false, msg.filePath, msg.line);
-            }
-            break;
-          case "select":
-            if (typeof msg.filePath === "string" && typeof msg.line === "number") {
-              await this.updateLineHighlight(false, msg.filePath, msg.line);
-            }
-            break;
-        }
+        if (msg?.command !== "highlight") {return;}
+        if (typeof msg.filePath !== "string" || typeof msg.line !== "number") {return;}
+        await this.updateLineHighlight(false, msg.filePath, msg.line);
       },
       undefined,
       context.subscriptions
@@ -189,7 +178,6 @@ export class VisualizationPanel {
       command: "append",
       elem,
       complete: this._backendTrace.complete,
-      len: this._backendTrace.trace.length,
     });
   }
 
diff --git a/src/programflow-visualization/web/html-generator.ts b/src/programflow-visualization/web/html-generator.ts
index 71760bca..3ee2a436 100644
--- a/src/programflow-visualization/web/html-generator.ts
+++ b/src/programflow-visualization/web/html-generator.ts
@@ -185,11 +185,11 @@ export class HTMLGenerator {
 
     private frameItem(index: number, stackElem: StackElem): string {
         return `
-            <div class="column frame-item" id="frameItem?">
-                <div class="row subtitle" id="frameItemTitle">
+            <div class="column frame-item">
+                <div class="row subtitle">
                     ${stackElem.frameName === '<module>' ? 'Global' : escapeHTML(stackElem.frameName)}
                 </div>
-                <div class="column ${index === 0 ? 'current-frame' : 'frame'}" id="frameItemSubItems">
+                <div class="column ${index === 0 ? 'current-frame' : 'frame'}">
                     ${stackElem.locals.map(namedValue => this.frameSubItem(stackElem.frameName, namedValue)).join('')}
                 </div>
             </div>
diff --git a/src/programflow-visualization/web/vscode-host-adapter.ts b/src/programflow-visualization/web/vscode-host-adapter.ts
index 187a7e05..413a6e80 100644
--- a/src/programflow-visualization/web/vscode-host-adapter.ts
+++ b/src/programflow-visualization/web/vscode-host-adapter.ts
@@ -1,6 +1,8 @@
 // Bridge messages between the VS Code host API and webview custom events
 declare const acquireVsCodeApi: undefined | (() => { postMessage: (msg: any) => void });
 
+type HighlightMsg = { command: "highlight"; filePath: string; line: number };
+
 const vscode = typeof acquireVsCodeApi === "function"
   ? acquireVsCodeApi()
   : { postMessage: (_: any) => {} };
@@ -19,12 +21,8 @@ window.addEventListener("message", (event: MessageEvent) => {
   }
 });
 
-window.addEventListener("programflow:select", (e: Event) => {
-  const ce = e as CustomEvent<any>;
-  vscode.postMessage({ command: "select", ...ce.detail });
-});
-
 window.addEventListener("programflow:highlight", (e: Event) => {
   const ce = e as CustomEvent<{ filePath: string; line: number }>;
-  vscode.postMessage({ command: "highlight", ...ce.detail });
+  const msg: HighlightMsg = { command: "highlight", ...ce.detail };
+  vscode.postMessage(msg);
 });
diff --git a/src/programflow-visualization/web/webview.ts b/src/programflow-visualization/web/webview.ts
index 75000bd8..cf824e6c 100644
--- a/src/programflow-visualization/web/webview.ts
+++ b/src/programflow-visualization/web/webview.ts
@@ -3,22 +3,16 @@ import { HTMLGenerator } from "./html-generator";
 import LinkerLine from "linkerline";
 import type { BackendTraceElem, FrontendTraceElem } from "../types";
 
-// only used to add seperate Browser navigation if not in vscode
-const isVscode = typeof (window as any).acquireVsCodeApi === "function";
-
 type ResetMsg = {
   command: "reset";
   trace: BackendTraceElem[];
   complete: boolean;
-  index?: number;
 };
 
 type AppendMsg = {
   command: "append";
   elem: BackendTraceElem;
   complete: boolean;
-  index?: number;
-  len?: number;
 };
 
 // Optional example trace format (designer mode)
@@ -83,7 +77,7 @@ function renderCurrent() {
 }
 
 function postCurrentHighlight() {
-  if (!isVscode || trace.length === 0) {
+  if (trace.length === 0) {
     return;
   }
   window.dispatchEvent(new CustomEvent("programflow:highlight", {
@@ -245,7 +239,6 @@ window.addEventListener("programflow:reset", (e: Event) => {
   const msg = (e as CustomEvent<ResetMsg>).detail;
   trace = msg.trace ?? [];
   traceComplete = !!msg.complete;
-  traceIndex = Number(msg.index ?? traceIndex);
   renderCurrent();
 });
 
@@ -253,7 +246,6 @@ window.addEventListener("programflow:append", (e: Event) => {
   const msg = (e as CustomEvent<AppendMsg>).detail;
   trace.push(msg.elem);
   traceComplete = !!msg.complete;
-  traceIndex = Number(msg.index ?? traceIndex);
   renderCurrent();
 });
 
@@ -288,8 +280,6 @@ function setupUi() {
   // Optional: example trace mode
   const anyWin = window as any;
   const staticTrace: StaticTrace | undefined = anyWin.__PROGRAMFLOW_TRACE__;
-
-  console.log("static trace mode:", !!staticTrace?.trace, staticTrace?.trace?.length);
   
   if (staticTrace?.trace) {
     trace = staticTrace.trace;

From 635e335f1370c4869d68c1948e7d47db309158a7 Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Tue, 31 Mar 2026 15:18:04 +0200
Subject: [PATCH 06/20] README adjustment

---
 src/programflow-visualization/README.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/src/programflow-visualization/README.md b/src/programflow-visualization/README.md
index a5f95113..4699e20d 100644
--- a/src/programflow-visualization/README.md
+++ b/src/programflow-visualization/README.md
@@ -54,3 +54,8 @@ graph TB
 3. **User Navigation**: User clicks buttons or moves slider → local navigation in webview updates `traceIndex` → renders visualization → emits `highlight` message.
 4. **Editor Synchronization**: Panel receives `highlight` message → opens file and highlights line in editor.
 5. **Standalone Mode**: webview works standalone (desktop or browser) via static trace injection in development, no postMessage needed.
+
+
+## WebDev
+
+You can develop the design of the visualization using an example trace in your browser. For concrete instructions check out base-repo README.
\ No newline at end of file

From 864e6026d222539d5864924334cbf08f5d439f95 Mon Sep 17 00:00:00 2001
From: Stefan Wehr <stefan.wehr@hs-offenburg.de>
Date: Fri, 17 Apr 2026 16:58:00 +0200
Subject: [PATCH 07/20] minor fixes after review

---
 scripts/build-web.mjs                         |  3 +++
 src/programflow-visualization/README.md       | 19 ++++++++++---------
 .../frontend/visualization_panel.ts           | 14 +++++++++-----
 src/programflow-visualization/web/webview.ts  |  5 +++--
 4 files changed, 25 insertions(+), 16 deletions(-)

diff --git a/scripts/build-web.mjs b/scripts/build-web.mjs
index 2a173c3d..a7bd2ae1 100644
--- a/scripts/build-web.mjs
+++ b/scripts/build-web.mjs
@@ -1,3 +1,6 @@
+// This script builds the artifacts for the web-view of the visualization.
+// It translates typescript to javascript and replaces placeholders in html files.
+
 import * as esbuild from "esbuild";
 import fs from "fs";
 import path from "path";
diff --git a/src/programflow-visualization/README.md b/src/programflow-visualization/README.md
index 4699e20d..3ce22a96 100644
--- a/src/programflow-visualization/README.md
+++ b/src/programflow-visualization/README.md
@@ -22,27 +22,28 @@ graph TB
     subgraph backend["Backend (Python)"]
         trace["Trace Generator"]
     end
-    
+
     subgraph extension["Extension Host (VS Code)"]
         panel["VisualizationPanel"]
     end
-    
+
     subgraph webview["Webview (Sandboxed)"]
         ui["webview.ts<br/>(UI + Navigation)"]
         gen["html-generator.ts<br/>(Rendering)"]
     end
-    
+
     subgraph editor["Editor"]
         highlight["Line Highlighting"]
     end
-    
+
     trace -->|trace array via IPC| panel
-    panel -->|postMessage reset/append| webview
-    
-    webview -->|custom events| adapter["vscode-host-adapter.ts"]
+    panel -->|postMessage reset/append| adapter
+
+    webview -->|custom event: programflow:highlight| adapter["vscode-host-adapter.ts"]
+    adapter -->|custom event: programflow:reset, programflow:append| webview
     adapter -->|postMessage highlight| panel
     panel -->|updateLineHighlight| editor
-    
+
     ui -->|local navigation| gen
     gen -->|innerHTML| ui
 ```
@@ -58,4 +59,4 @@ graph TB
 
 ## WebDev
 
-You can develop the design of the visualization using an example trace in your browser. For concrete instructions check out base-repo README.
\ No newline at end of file
+You can develop the design of the visualization using an example trace in your browser. For concrete instructions check out base-repo README.
diff --git a/src/programflow-visualization/frontend/visualization_panel.ts b/src/programflow-visualization/frontend/visualization_panel.ts
index fb18a8e3..dcbaf982 100644
--- a/src/programflow-visualization/frontend/visualization_panel.ts
+++ b/src/programflow-visualization/frontend/visualization_panel.ts
@@ -86,9 +86,13 @@ export class VisualizationPanel {
 
     this._panel.webview.onDidReceiveMessage(
       async (msg) => {
-        if (msg?.command !== "highlight") {return;}
-        if (typeof msg.filePath !== "string" || typeof msg.line !== "number") {return;}
-        await this.updateLineHighlight(false, msg.filePath, msg.line);
+        if (
+          msg?.command === "highlight" &&
+          typeof msg.filePath === "string" &&
+          typeof msg.line === "number"
+        ) {
+          await this.updateLineHighlight(false, msg.filePath, msg.line);
+        }
       },
       undefined,
       context.subscriptions
@@ -187,10 +191,10 @@ export class VisualizationPanel {
       let traceFile: string;
       let traceLine: number;
 
-      if (typeof overrideFile === "string" && typeof overrideLine === "number") {
+      if (overrideFile !== undefined && overrideLine !== undefined) {
         traceFile = overrideFile;
         traceLine = overrideLine;
-      } else if (typeof this._highlightFilePath === "string" && typeof this._highlightLine === "number") {
+      } else if (this._highlightFilePath !== undefined && this._highlightLine !== undefined) {
         traceFile = this._highlightFilePath;
         traceLine = this._highlightLine;
       } else {
diff --git a/src/programflow-visualization/web/webview.ts b/src/programflow-visualization/web/webview.ts
index cf824e6c..5b6bf949 100644
--- a/src/programflow-visualization/web/webview.ts
+++ b/src/programflow-visualization/web/webview.ts
@@ -240,6 +240,7 @@ window.addEventListener("programflow:reset", (e: Event) => {
   trace = msg.trace ?? [];
   traceComplete = !!msg.complete;
   renderCurrent();
+  postCurrentHighlight();
 });
 
 window.addEventListener("programflow:append", (e: Event) => {
@@ -280,7 +281,7 @@ function setupUi() {
   // Optional: example trace mode
   const anyWin = window as any;
   const staticTrace: StaticTrace | undefined = anyWin.__PROGRAMFLOW_TRACE__;
-  
+
   if (staticTrace?.trace) {
     trace = staticTrace.trace;
     traceComplete = !!staticTrace.complete;
@@ -289,4 +290,4 @@ function setupUi() {
   }
 }
 
-document.addEventListener("DOMContentLoaded", setupUi);
\ No newline at end of file
+document.addEventListener("DOMContentLoaded", setupUi);

From 01b29bcb95cb75006fa6362493842e2935de398f Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Wed, 9 Sep 2026 15:39:38 +0200
Subject: [PATCH 08/20] elk-restyling start and plan

---
 elk-task/current.png                  | Bin 0 -> 394885 bytes
 elk-task/elk-plan.md                  | 258 +++++++++++++++++++++++++
 elk-task/example.elkt                 | 259 ++++++++++++++++++++++++++
 elk-task/example.py                   |  38 ++++
 elk-task/veryRoughMockupOfExample.png | Bin 0 -> 62362 bytes
 5 files changed, 555 insertions(+)
 create mode 100644 elk-task/current.png
 create mode 100644 elk-task/elk-plan.md
 create mode 100644 elk-task/example.elkt
 create mode 100644 elk-task/example.py
 create mode 100644 elk-task/veryRoughMockupOfExample.png

diff --git a/elk-task/current.png b/elk-task/current.png
new file mode 100644
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GIT binary patch
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diff --git a/elk-task/elk-plan.md b/elk-task/elk-plan.md
new file mode 100644
index 00000000..ac4da2a7
--- /dev/null
+++ b/elk-task/elk-plan.md
@@ -0,0 +1,258 @@
+# ELK-based visualization: plan
+
+Replace the current CSS-flexbox + linkerline rendering of the programflow visualization
+with a real graph model laid out by [elkjs](https://github.com/kieler/elkjs), add
+collapsible heap nodes, and make the whole thing themable from CSS.
+
+`example.elkt` in the repo root is the hand-written target shape (prototype for
+<https://rtsys.informatik.uni-kiel.de/elklive/elkgraph.html>). It is a *specification*,
+not a runtime artifact: elkjs consumes a JSON graph, not the `.elkt` text notation.
+
+---
+
+## 1. Where we are today
+
+| Concern | Current implementation |
+| --- | --- |
+| Model | none — `html-generator.ts` builds two raw HTML strings (`stackHTML`, `heapHTML`) |
+| Layout | CSS flex, two floated columns (`.floating-left` = frames 35%, `.floating-right` = objects 65%) |
+| Edges | `linkerline`, drawn *after* render by measuring DOM elements found via `id="…Pointer<addr>"` / `id="heapEndPointer<addr>"` regex-scraped out of the HTML strings |
+| Styling | hardcoded colors in `webview.css` (`.box`, `.frame`, `.current-frame`, …) |
+| Collapsing | not supported |
+
+Blast radius is small: `FrontendTraceElem` / `HTMLGenerator` are referenced **only** by
+`web/webview.ts` and `web/html-generator.ts`. The extension host
+(`frontend/visualization_panel.ts`) only ships `BackendTraceElem`s, so nothing on the
+VS Code side changes.
+
+## 2. Constraints found while checking the code
+
+- **`heap` is not a `Map`.** `types.ts` declares `heap: Map<Address, HeapValue>`, but after
+  IPC/JSON it is a plain object — today's code works around this with `Object.keys(...)`.
+  Same for `HeapValue.value` / `.keys` on `dict` and `instance`. Use `Object.entries`.
+- **CSP blocks Web Workers.** `web/index.html` has `default-src 'none'` and no
+  `worker-src`, so `worker-src` falls back to `none`. → Use the synchronous bundled build
+  `elkjs/lib/elk.bundled.js` (main thread, no worker). Revisit the worker build only if
+  layout is too slow; that would also need `worker-src blob:;` in the CSP.
+- **Bundling.** `localResourceRoots` contains only `out/programflow-visualization/web`, so
+  elkjs must be bundled *into* `webview.js` by esbuild (`scripts/build-web.mjs`), not
+  loaded as a separate asset. `elk.bundled.js` is plain JS and bundles fine; elkjs ships
+  its own type declarations, so no `@types/*` package.
+- **`StackElem` has no line number**, so `example.elkt`'s `"createGradeList (line 36)"` is
+  not derivable — only `BackendTraceElem.line` (the currently executing line) exists.
+  Decided: no per-frame line, frame headers show the name only.
+- **Pre-existing bug.** `html-generator.frameItem` marks `index === 0` as `current-frame`,
+  but `stack[0]` is `<module>`, the *outermost* frame (the example trace confirms
+  `[<module>, generate_bar]`). The current frame is the **last** element. Fix while porting.
+- **`linkerline` becomes dead** once edges come from ELK bend points → drop the dependency.
+
+## 3. `example.elkt` vs. the current layout
+
+Structurally faithful, visually different. Node *content* is rendered by us as HTML and
+only *placement* comes from ELK (§5), so most differences are free choices.
+
+| Aspect | Current extension | `example.elkt` | Decision |
+| --- | --- | --- | --- |
+| Overall split | Frames left, Objects right, fixed % columns | `frames` / `objects` containers, `direction: RIGHT` | same idea, see §4 |
+| Column grouping | **no box** — `Frames`/`Objects` titles + `.divider` chrome in `index.html` | visible group boxes with labels | keep current (§4) |
+| Frame box | `border-left` 4px, grey / blue for the current frame | plain container node | keep current |
+| Frame header | `<module>` shown as `Global` | `<module>`, plus `(line 36)` | keep current, no line |
+| Variable row | two columns `name` \| `value`, value empty when it's a ref | single label `"tim"` | keep current |
+| list / tuple | **horizontal** strip of boxes, index above value | **vertical** text lines `[0] 3.3` | keep current |
+| set | wrapping row of value boxes, no index | not modelled | keep current |
+| dict | vertical `key` \| `value` pairs, key width from longest key | not modelled | keep current |
+| instance | headline = class name, then `key` \| `value` pairs | labels `name = 'Tim'` | keep current |
+| Edge labels | none — index/key lives inside the source box | `"students"`, `"0"`, … on the edge | keep current (no labels) |
+| Edge colors | per-address hue via `getColor()` | none | **replaced**, see §6.4 |
+| Pointed-to objects | `.object-intendation`, flat 65px left margin | real layout | ELK replaces the hack |
+| Collapsed summary | not supported | `"list" / "12 elements"` | the new feature, mocked |
+
+So: **take layout from `example.elkt`, keep content rendering as it is today.** Where the
+two disagree, the current extension wins; edge coloring (§6.4) is the one deliberate
+exception. That keeps the visible change to "same boxes, better placement, real arrows",
+which is much easier to review than a simultaneous restyle.
+
+Two further things `example.elkt` gets wrong for runtime use: it hardcodes every label size
+(`layout [ size: 90, 16 ]` — real sizes must be measured, §6.2), and it models rows as
+child nodes, which lets `layered` reorder them (§5.2).
+
+## 4. Layout shape: flat graph, headers computed after layout
+
+No outer `frames` / `objects` container nodes:
+
+- The current UI has no box around either column — the headings and dividers are chrome in
+  `index.html`, outside the content. Containers would add visual weight that isn't there.
+- Instead pin frame nodes to the leftmost layer with
+  `elk.layered.layering.layerConstraint: FIRST`. Every heap object is then strictly right
+  of every frame — same split, but ELK can compact the rest freely.
+- No hierarchy means no cross-hierarchy edges, so `hierarchyHandling: INCLUDE_CHILDREN`
+  and the lowest-common-ancestor bookkeeping that `example.elkt` needs both disappear.
+- `layerConstraint: FIRST` only admits nodes without incoming edges. After the collapse
+  filter (§6.3) every rendered object is reachable from a frame, i.e. has at least one
+  incoming edge, so no object can slip into the frames layer. The split stays well-defined.
+
+**The `Frames` / `Objects` headers stay above their areas**, recomputed from the layout
+instead of fixed percentages:
+
+- `framesRight = max(x + width)` over frame nodes, `objectsLeft = min(x)` over object nodes.
+- Two absolutely positioned header divs at `y = 0` in the canvas, spanning `[0, framesRight]`
+  and `[objectsLeft, canvasWidth]`, reusing the existing `.title` + `.divider` markup. All
+  node `y` values shift down by the header height.
+- Matches today's behaviour: the headers live inside `#viz`, the scroll container, so they
+  scroll with the content rather than sticking.
+- Fallback if the computed split looks unstable between steps: switch the model builder to
+  the two container nodes (rendered borderless) and read the extents from their geometry.
+  Keep that switchable.
+
+## 5. Graph modelling decisions
+
+### 5.1 One node per frame / object, content rendered by us
+
+ELK only places boxes and routes edges; the inside of every box is our HTML, exactly as
+rendered today.
+
+### 5.2 Rows are **ports**, not child nodes
+
+`example.elkt` models each variable/field as a child node, which makes `layered` run a
+layout inside every frame and is free to reorder rows. Instead, each referencing row
+becomes an ELK **port** on its node:
+
+- `elk.portConstraints: FIXED_POS` with explicit port `x`/`y` (row index × measured row
+  height) → row order always matches source order, boxes stay compact, no wasted layout.
+- Ports get zero width/height; edges reference them directly in `sources` / `targets`,
+  which puts each arrow's origin on the exact row holding the reference — what linkerline
+  only approximates today.
+- Fallback if ports prove awkward: child nodes plus
+  `elk.layered.considerModelOrder.strategy: NODES_AND_EDGES` to force ordering.
+
+## 6. Implementation
+
+```
+BackendTraceElem
+   │
+   ├─ graph-model.ts     buildGraph(elem, collapsed) -> ElkNode  (no sizes yet)
+   ├─ measure.ts         fill width/height/port offsets from real text metrics
+   ├─ elk layout         elk.layout(graph)   (elk.bundled.js, main thread)
+   └─ graph-renderer.ts  absolutely-positioned divs + one SVG edge overlay
+```
+
+New files under `src/programflow-visualization/web/`: `graph-model.ts`, `measure.ts`,
+`graph-renderer.ts`. Removed at the end: `html-generator.ts`, the `linkerline` dependency,
+and the `stackHTML` / `heapHTML` fields of `FrontendTraceElem`.
+
+### 6.1 Graph model (`graph-model.ts`)
+
+`buildGraph(elem: BackendTraceElem, collapsed: Set<Address>): ElkNode`
+
+- Flat graph: root → one node per `StackElem` + one node per heap address.
+- Frame nodes get `layerConstraint: FIRST` and a port per `local` with `type === 'ref'`.
+- Object nodes: content per `HeapValue.type` (`list` | `tuple` | `set` | `dict` |
+  `instance`), a port per `ref` element/field. A collapsed node has no ports.
+- Reference edges are plain `ElkExtendedEdge`s on the root.
+- Stable ids — `frame:<index>`, `frame:<index>:<varName>`, `obj:<address>`,
+  `obj:<address>:<slot>` — so collapse and hover state survive a re-render.
+- Every node carries a `data.kind` tag (`frame`, `current-frame`, `list`, `tuple`, `set`,
+  `dict`, `instance`, `collapsed`) that the renderer turns into CSS classes.
+  **No colors or fonts in TS.**
+- Layout options, from `example.elkt`: `algorithm: layered`, `direction: RIGHT`,
+  `spacing.nodeNode`, `layered.spacing.nodeNodeBetweenLayers`, plus `edgeRouting: ORTHOGONAL`.
+
+### 6.2 Measurement (`measure.ts`)
+
+Before layout, walk the graph and set `width`/`height` on every node and `x`/`y` on every
+port — ELK needs sizes up front, unlike flexbox which measures during render, and content
+changes every trace step. Text width via a cached `CanvasRenderingContext2D.measureText`
+using the font resolved from the webview's computed style, so it matches VS Code's editor
+font. Row height comes from a single CSS custom property, so CSS and layout can't drift.
+
+### 6.3 Rendering (`graph-renderer.ts`) and collapsing
+
+Rendering:
+
+- One positioned container `#viz-canvas`; each ELK node becomes an absolutely positioned
+  `<div>` at its computed `x`/`y`/`width`/`height`, classed from `data.kind`, with the row
+  markup inside.
+- Edges: a single `<svg>` overlay, one `<path>` per edge built from its ELK `sections`
+  (start point, bend points, end point) plus an arrowhead `<marker>`. This fully replaces
+  linkerline — no post-hoc DOM measurement, no regex id scraping.
+- Headers placed from the layout extents (§4); node `y` shifted by the header height.
+- ELK coordinates are parent-relative → accumulate parent offsets when flattening. A no-op
+  for the flat graph, but keep it so the container fallback of §4 works.
+
+Collapsing — state is `collapsed: Set<Address>` in `webview.ts`, **persisted across trace
+steps**, toggled by clicking the header of any `list`, `tuple`, `set`, `dict` or `instance`
+node, and passed into `buildGraph` on every render. No auto-collapse. The filter runs
+**before** layout:
+
+1. Roots = all `ref` values in all stack frames.
+2. Traverse the reference graph, **but do not traverse edges leaving a collapsed node**.
+   The collapsed node still renders, as a closed box with a one-line summary
+   (`list, 12 elements`, `dict, 3 entries`, `Student, 2 fields`), just without its
+   outgoing edges.
+3. Drop every heap object not reached, and every edge touching a dropped object.
+
+This gives the requested semantics exactly: a node disappears only if it is *exclusively*
+downstream of the collapsed node; anything reachable by another path stays.
+
+Accepted caveat: collapse state is keyed by heap address and CPython reuses addresses after
+GC, so a collapse can "jump" to an unrelated object many steps later. Cheap mitigation if
+it becomes annoying — drop an address from the set when the object at that address changes
+`type`.
+
+### 6.4 Styling
+
+- Class-per-kind in `webview.css`: `.elk-node`, `.elk-frame`, `.elk-current-frame`,
+  `.elk-list`, `.elk-tuple`, `.elk-set`, `.elk-dict`, `.elk-instance`, `.elk-row`,
+  `.elk-collapsed`, `.elk-edge`.
+- Colors from VS Code theme variables (`var(--vscode-editor-foreground)`,
+  `var(--vscode-panel-border)`, `var(--vscode-charts-*)`) instead of today's hardcoded
+  `rgba(56, 56, 56, 0.8)`, so the visualization follows light/dark/high-contrast themes.
+
+**Edge coloring: neutral + hover highlight**, replacing `getColor()`. The current formula
+`((0.618033988749895 + addr / 10) % 1) * 100` → `hsl(h, 60%, 45%)` exists only because
+linkerline draws unrouted, overlapping arrows and color was the only way to tell them
+apart. It also has two bugs: `* 100` instead of `* 360` squeezes all hues into a red→green
+sliver, and `addr / 10` on small addresses moves the hue by ~10 per object, so neighbouring
+objects look identical. Encoding the heap address is meaningless to a learner anyway, and
+ELK's orthogonal routing separates edges by construction. Therefore:
+
+- All edges in one neutral theme color (`var(--vscode-editor-foreground)`, reduced opacity).
+- Disambiguation on interaction: hovering a variable row or object node adds
+  `.elk-edge-active` to its incoming/outgoing edges and `.elk-dimmed` to the rest. Scales
+  to dense heaps, theme-friendly, works for color-blind users.
+- The renderer only sets `data-source` / `data-target` and toggles classes, so going back
+  to per-address hues (or coloring by edge kind) is a CSS change plus one attribute.
+
+## 7. Rollout order
+
+Each step keeps the extension working.
+
+1. **Spike.** Add `elkjs`; build a graph from `example-trace-content.js` and render it in
+   browser dev mode (`npm run watch:web`, `out/programflow-visualization/web/index.web.html`).
+   Check bundle size and layout time on the largest example step.
+2. **Model + measure + render** behind a flag; `html-generator.ts` stays as fallback.
+3. **Switch** `webview.ts` (`updateVisualization` / `updateRefArrows` / `updateIndent`) to
+   the new pipeline once output looks right.
+4. **Collapsing**: click handling + reachability filter.
+5. **Styling pass**: theme variables, per-kind classes, neutral edges + hover highlighting.
+6. **Cleanup**: delete `html-generator.ts`, drop `linkerline`, trim `FrontendTraceElem`,
+   update `src/programflow-visualization/README.md` (its diagram still shows
+   `html-generator.ts` → `innerHTML`).
+
+## 8. Decisions at a glance
+
+| Decision | Where |
+| --- | --- |
+| Content rendering stays as today; current extension wins over `example.elkt` | §3 |
+| Flat graph, frames pinned to first layer, no outer containers | §4 |
+| `Frames` / `Objects` headers stay, positioned from layout extents | §4 |
+| Rows modelled as fixed-position ports | §5.2 |
+| No per-frame line number in frame headers | §2 |
+| Collapse persists across steps; address-reuse caveat accepted | §6.3 |
+| Collapsible types: `list`, `tuple`, `set`, `dict`, `instance` | §6.3 |
+| No auto-collapse for long lists | §6.3 |
+| Neutral edges + hover highlighting instead of per-address hues | §6.4 |
+| Sync `elk.bundled.js`, no Web Worker (CSP) | §2 |
+
+Nothing blocking is open. Revisit only if the spike shows the computed header extents
+jittering between steps → fall back to the borderless-container variant (§4).
diff --git a/elk-task/example.elkt b/elk-task/example.elkt
new file mode 100644
index 00000000..a103135e
--- /dev/null
+++ b/elk-task/example.elkt
@@ -0,0 +1,259 @@
+// complicated.py — Step 35 (about to execute line 36: `return result`)
+// Reconstructed from the real trace of write-your-python-program's
+// pytrace-generator (trace entry index 34).
+//
+// Paste into the ELK demonstrator: https://rtsys.informatik.uni-kiel.de/elklive/elkgraph.html
+
+org.eclipse.elk.algorithm: layered
+org.eclipse.elk.direction: RIGHT
+org.eclipse.elk.hierarchyHandling: INCLUDE_CHILDREN
+org.eclipse.elk.spacing.nodeNode: 20
+org.eclipse.elk.layered.spacing.nodeNodeBetweenLayers: 45
+
+node frames {
+  org.eclipse.elk.padding: "[top=36,left=16,bottom=16,right=16]"
+  org.eclipse.elk.nodeSize.constraints: "[MINIMUM_SIZE]"
+  org.eclipse.elk.nodeSize.minimum: "(320, 220)"
+  label "frames"
+
+  node moduleFrame {
+    org.eclipse.elk.padding: "[top=34,left=14,bottom=14,right=14]"
+    org.eclipse.elk.nodeSize.constraints: "[MINIMUM_SIZE]"
+    org.eclipse.elk.nodeSize.minimum: "(260, 160)"
+    label "<module>"
+
+    node Student         { layout [ size: 170, 28 ] org.eclipse.elk.alignment: LEFT label "Student = <class 'Student'>" }
+    node Subject         { layout [ size: 170, 28 ] org.eclipse.elk.alignment: LEFT label "Subject = <class 'Subject'>" }
+    node createGradeList { layout [ size: 170, 28 ] org.eclipse.elk.alignment: LEFT label "createGradeList = <function>" }
+
+    node tim         { layout [ size: 100, 28 ] org.eclipse.elk.alignment: LEFT label "tim" }
+    node karl        { layout [ size: 100, 28 ] org.eclipse.elk.alignment: LEFT label "karl" }
+    node tom         { layout [ size: 100, 28 ] org.eclipse.elk.alignment: LEFT label "tom" }
+    node karl2       { layout [ size: 100, 28 ] org.eclipse.elk.alignment: LEFT label "karl2" }
+    node mariam      { layout [ size: 100, 28 ] org.eclipse.elk.alignment: LEFT label "mariam" }
+    node hector      { layout [ size: 100, 28 ] org.eclipse.elk.alignment: LEFT label "hector" }
+    node quentin     { layout [ size: 100, 28 ] org.eclipse.elk.alignment: LEFT label "quentin" }
+    node fabio       { layout [ size: 100, 28 ] org.eclipse.elk.alignment: LEFT label "fabio" }
+    node jonas       { layout [ size: 100, 28 ] org.eclipse.elk.alignment: LEFT label "jonas" }
+    node lara        { layout [ size: 100, 28 ] org.eclipse.elk.alignment: LEFT label "lara" }
+    node gerd        { layout [ size: 100, 28 ] org.eclipse.elk.alignment: LEFT label "gerd" }
+    node joerg       { layout [ size: 100, 28 ] org.eclipse.elk.alignment: LEFT label "joerg" }
+    node aud         { layout [ size: 100, 28 ] org.eclipse.elk.alignment: LEFT label "aud" }
+    node prog1       { layout [ size: 100, 28 ] org.eclipse.elk.alignment: LEFT label "prog1" }
+    node subjectList { layout [ size: 100, 28 ] org.eclipse.elk.alignment: LEFT label "subjectList" }
+  }
+
+  node createGradeListFrame {
+    org.eclipse.elk.padding: "[top=34,left=14,bottom=14,right=14]"
+    org.eclipse.elk.nodeSize.constraints: "[MINIMUM_SIZE]"
+    org.eclipse.elk.nodeSize.minimum: "(260, 160)"
+    label "createGradeList (line 36)"
+
+    node subject { layout [ size: 100, 28 ] label "subject" }
+    node result  { layout [ size: 100, 28 ] label "result" }
+    node student { layout [ size: 100, 28 ] label "student" }
+  }
+}
+
+node objects {
+  org.eclipse.elk.padding: "[top=36,left=16,bottom=16,right=16]"
+  org.eclipse.elk.nodeSize.constraints: "[MINIMUM_SIZE]"
+  org.eclipse.elk.nodeSize.minimum: "(320, 220)"
+  label "objects"
+
+  node timObj {
+    layout [ size: 160, 62 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "Student"        { layout [ size: 55, 16 ] }
+    label "name = 'Tim'"   { layout [ size: 90, 16 ] }
+    label "grade = 1.0"    { layout [ size: 82, 16 ] }
+  }
+  node karlObj {
+    layout [ size: 160, 62 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "Student"        { layout [ size: 55, 16 ] }
+    label "name = 'karl'"  { layout [ size: 96, 16 ] }
+    label "grade = 2.0"    { layout [ size: 82, 16 ] }
+  }
+  node tomObj {
+    layout [ size: 160, 62 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "Student"        { layout [ size: 55, 16 ] }
+    label "name = 'Tom'"   { layout [ size: 90, 16 ] }
+    label "grade = 1.3"    { layout [ size: 82, 16 ] }
+  }
+  node karl2Obj {
+    layout [ size: 160, 62 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "Student"        { layout [ size: 55, 16 ] }
+    label "name = 'karl'"  { layout [ size: 96, 16 ] }
+    label "grade = 2.6"    { layout [ size: 82, 16 ] }
+  }
+  node mariamObj {
+    layout [ size: 160, 62 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "Student"         { layout [ size: 55, 16 ] }
+    label "name = 'Mariam'"  { layout [ size: 110, 16 ] }
+    label "grade = 1.0"      { layout [ size: 82, 16 ] }
+  }
+  node hectorObj {
+    layout [ size: 160, 62 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "Student"          { layout [ size: 55, 16 ] }
+    label "name = 'Hector'"  { layout [ size: 110, 16 ] }
+    label "grade = 3.0"      { layout [ size: 82, 16 ] }
+  }
+  node quentinObj {
+    layout [ size: 160, 62 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "Student"           { layout [ size: 55, 16 ] }
+    label "name = 'Quentin'"  { layout [ size: 118, 16 ] }
+    label "grade = 1.7"       { layout [ size: 82, 16 ] }
+  }
+  node fabioObj {
+    layout [ size: 160, 62 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "Student"         { layout [ size: 55, 16 ] }
+    label "name = 'Fabio'"  { layout [ size: 102, 16 ] }
+    label "grade = 4.0"     { layout [ size: 82, 16 ] }
+  }
+  node jonasObj {
+    layout [ size: 160, 62 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "Student"         { layout [ size: 55, 16 ] }
+    label "name = 'Jonas'"  { layout [ size: 102, 16 ] }
+    label "grade = 5.0"     { layout [ size: 82, 16 ] }
+  }
+  node laraObj {
+    layout [ size: 160, 62 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "Student"        { layout [ size: 55, 16 ] }
+    label "name = 'Lara'"  { layout [ size: 96, 16 ] }
+    label "grade = 3.3"    { layout [ size: 82, 16 ] }
+  }
+  node gerdObj {
+    layout [ size: 160, 62 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "Student"        { layout [ size: 55, 16 ] }
+    label "name = 'Gerd'"  { layout [ size: 96, 16 ] }
+    label "grade = 2.6"    { layout [ size: 82, 16 ] }
+  }
+  node joergObj {
+    layout [ size: 160, 62 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "Student"         { layout [ size: 55, 16 ] }
+    label "name = 'Joerg'"  { layout [ size: 104, 16 ] }
+    label "grade = 2.6"     { layout [ size: 82, 16 ] }
+  }
+
+  node audObj {
+    layout [ size: 150, 46 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "Subject"       { layout [ size: 55, 16 ] }
+    label "name = 'AuD'"  { layout [ size: 90, 16 ] }
+  }
+  node prog1Obj {
+    layout [ size: 150, 46 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "Subject"         { layout [ size: 55, 16 ] }
+    label "name = 'Prog1'"  { layout [ size: 102, 16 ] }
+  }
+
+  node audStudentsList {
+    layout [ size: 130, 46 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "list"          { layout [ size: 30, 16 ] }
+    label "12 elements"   { layout [ size: 82, 16 ] }
+  }
+  node prog1StudentsList {
+    layout [ size: 130, 46 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "list"         { layout [ size: 30, 16 ] }
+    label "6 elements"   { layout [ size: 76, 16 ] }
+  }
+  node subjectListList {
+    layout [ size: 130, 46 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "list"         { layout [ size: 30, 16 ] }
+    label "2 elements"   { layout [ size: 76, 16 ] }
+  }
+  node resultList {
+    layout [ size: 170, 140 ]
+    org.eclipse.elk.nodeLabels.placement: "[H_LEFT, V_TOP, INSIDE]"
+    org.eclipse.elk.nodeLabels.padding: "[top=6,left=10,bottom=6,right=10]"
+    label "list"                 { layout [ size: 30, 16 ] }
+    label "[0] <class 'float'>"  { layout [ size: 138, 16 ] }
+    label "[1] 3.3"              { layout [ size: 54, 16 ] }
+    label "[2] 1.7"              { layout [ size: 54, 16 ] }
+    label "[3] 5.0"              { layout [ size: 54, 16 ] }
+    label "[4] 4.0"              { layout [ size: 54, 16 ] }
+    label "[5] 3.0"              { layout [ size: 54, 16 ] }
+    label "[6] 2.6"              { layout [ size: 54, 16 ] }
+  }
+
+  edge audObj   -> audStudentsList   { label "students" }
+  edge prog1Obj -> prog1StudentsList { label "students" }
+
+  edge subjectListList -> audObj   { label "0" }
+  edge subjectListList -> prog1Obj { label "1" }
+
+  edge audStudentsList -> timObj     { label "0" }
+  edge audStudentsList -> karlObj    { label "1" }
+  edge audStudentsList -> tomObj     { label "2" }
+  edge audStudentsList -> karl2Obj   { label "3" }
+  edge audStudentsList -> mariamObj  { label "4" }
+  edge audStudentsList -> hectorObj  { label "5" }
+  edge audStudentsList -> quentinObj { label "6" }
+  edge audStudentsList -> fabioObj   { label "7" }
+  edge audStudentsList -> jonasObj   { label "8" }
+  edge audStudentsList -> laraObj    { label "9" }
+  edge audStudentsList -> gerdObj    { label "10" }
+  edge audStudentsList -> joergObj   { label "11" }
+
+  edge prog1StudentsList -> laraObj    { label "0" }
+  edge prog1StudentsList -> quentinObj { label "1" }
+  edge prog1StudentsList -> jonasObj   { label "2" }
+  edge prog1StudentsList -> fabioObj   { label "3" }
+  edge prog1StudentsList -> hectorObj  { label "4" }
+  edge prog1StudentsList -> gerdObj    { label "5" }
+}
+
+// Cross-hierarchy edges: declared at the root, the lowest common ancestor
+// of "frames" and "objects", using qualified references.
+
+edge frames.moduleFrame.tim         -> objects.timObj
+edge frames.moduleFrame.karl        -> objects.karlObj
+edge frames.moduleFrame.tom         -> objects.tomObj
+edge frames.moduleFrame.karl2       -> objects.karl2Obj
+edge frames.moduleFrame.mariam      -> objects.mariamObj
+edge frames.moduleFrame.hector      -> objects.hectorObj
+edge frames.moduleFrame.quentin     -> objects.quentinObj
+edge frames.moduleFrame.fabio       -> objects.fabioObj
+edge frames.moduleFrame.jonas       -> objects.jonasObj
+edge frames.moduleFrame.lara        -> objects.laraObj
+edge frames.moduleFrame.gerd        -> objects.gerdObj
+edge frames.moduleFrame.joerg       -> objects.joergObj
+edge frames.moduleFrame.aud         -> objects.audObj
+edge frames.moduleFrame.prog1       -> objects.prog1Obj
+edge frames.moduleFrame.subjectList -> objects.subjectListList
+
+edge frames.createGradeListFrame.subject -> objects.prog1Obj
+edge frames.createGradeListFrame.result  -> objects.resultList
+edge frames.createGradeListFrame.student -> objects.gerdObj
diff --git a/elk-task/example.py b/elk-task/example.py
new file mode 100644
index 00000000..4f0281a8
--- /dev/null
+++ b/elk-task/example.py
@@ -0,0 +1,38 @@
+from wypp import *
+
+@record
+class Student:
+    name: str
+    grade: float
+
+@record
+class Subject:
+    name: str
+    students: list[Student]
+
+
+tim = Student('Tim', 1.0)
+karl = Student('karl', 2.0)
+tom = Student('Tom', 1.3)
+karl2 = Student('karl', 2.6)
+mariam = Student('Mariam', 1.0)
+hector = Student('Hector', 3.0)
+quentin = Student('Quentin', 1.7)
+fabio = Student('Fabio', 4.0)
+jonas = Student('Jonas', 5.0)
+lara = Student('Lara', 3.3)
+gerd = Student('Gerd', 2.6)
+joerg = Student('Joerg', 2.6)
+
+aud = Subject('AuD', [tim, karl, tom, karl2, mariam, hector, quentin, fabio, jonas, lara, gerd, joerg])
+prog1 = Subject('Prog1', [lara, quentin, jonas, fabio, hector, gerd])
+
+subjectList = [aud, prog1]
+
+def createGradeList(subject: Subject) -> list[float]:
+    result = [float]
+    for student in subject.students:
+        result.append(student.grade)
+    return result
+
+gradeList = createGradeList(prog1)
\ No newline at end of file
diff --git a/elk-task/veryRoughMockupOfExample.png b/elk-task/veryRoughMockupOfExample.png
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HcmV?d00001


From e295780e1a4ada390f855ec3e6bbdee22adaacae Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Fri, 11 Sep 2026 13:15:03 +0200
Subject: [PATCH 09/20] finished plan (including reachability.ts)

---
 elk-task/elk-plan.md                          | 378 ++++++++++++++----
 elk-task/example-anonymous.py                 |  39 ++
 elk-task/example-cycles.py                    |  28 ++
 elk-task/example-error.py                     |  21 +
 package.json                                  |   3 +-
 src/programflow-visualization/reachability.ts |  88 ++++
 src/test/unit/reachability.test.ts            | 249 ++++++++++++
 7 files changed, 717 insertions(+), 89 deletions(-)
 create mode 100644 elk-task/example-anonymous.py
 create mode 100644 elk-task/example-cycles.py
 create mode 100644 elk-task/example-error.py
 create mode 100644 src/programflow-visualization/reachability.ts
 create mode 100644 src/test/unit/reachability.test.ts

diff --git a/elk-task/elk-plan.md b/elk-task/elk-plan.md
index ac4da2a7..1b5be884 100644
--- a/elk-task/elk-plan.md
+++ b/elk-task/elk-plan.md
@@ -34,10 +34,12 @@ VS Code side changes.
   `worker-src`, so `worker-src` falls back to `none`. → Use the synchronous bundled build
   `elkjs/lib/elk.bundled.js` (main thread, no worker). Revisit the worker build only if
   layout is too slow; that would also need `worker-src blob:;` in the CSP.
-- **Bundling.** `localResourceRoots` contains only `out/programflow-visualization/web`, so
-  elkjs must be bundled *into* `webview.js` by esbuild (`scripts/build-web.mjs`), not
-  loaded as a separate asset. `elk.bundled.js` is plain JS and bundles fine; elkjs ships
-  its own type declarations, so no `@types/*` package.
+- **Bundling.** `elk.bundled.js` is plain JS and bundles fine into `webview.js` via esbuild
+  (`scripts/build-web.mjs`); elkjs ships its own type declarations, so no `@types/*`
+  package. This is a *choice, not a constraint*: `script-src` includes `{{CSP_SOURCE}}` and
+  `copyStatic()` in `build-web.mjs` already copies assets into `localResourceRoots`, so if
+  elkjs's size hurts webview startup (measure in §7.1) shipping it as a separate
+  `<script src>` is an available fallback.
 - **`StackElem` has no line number**, so `example.elkt`'s `"createGradeList (line 36)"` is
   not derivable — only `BackendTraceElem.line` (the currently executing line) exists.
   Decided: no per-frame line, frame headers show the name only.
@@ -58,8 +60,8 @@ only *placement* comes from ELK (§5), so most differences are free choices.
 | Frame box | `border-left` 4px, grey / blue for the current frame | plain container node | keep current |
 | Frame header | `<module>` shown as `Global` | `<module>`, plus `(line 36)` | keep current, no line |
 | Variable row | two columns `name` \| `value`, value empty when it's a ref | single label `"tim"` | keep current |
-| list / tuple | **horizontal** strip of boxes, index above value | **vertical** text lines `[0] 3.3` | keep current |
-| set | wrapping row of value boxes, no index | not modelled | keep current |
+| list / tuple | **horizontal** strip of boxes, index above value | **vertical** text lines `[0] 3.3` | **changed to vertical**, see §5.2 |
+| set | wrapping row of value boxes, no index | not modelled | **changed to vertical**, see §5.2 |
 | dict | vertical `key` \| `value` pairs, key width from longest key | not modelled | keep current |
 | instance | headline = class name, then `key` \| `value` pairs | labels `name = 'Tim'` | keep current |
 | Edge labels | none — index/key lives inside the source box | `"students"`, `"0"`, … on the edge | keep current (no labels) |
@@ -68,102 +70,167 @@ only *placement* comes from ELK (§5), so most differences are free choices.
 | Collapsed summary | not supported | `"list" / "12 elements"` | the new feature, mocked |
 
 So: **take layout from `example.elkt`, keep content rendering as it is today.** Where the
-two disagree, the current extension wins; edge coloring (§6.4) is the one deliberate
-exception. That keeps the visible change to "same boxes, better placement, real arrows",
-which is much easier to review than a simultaneous restyle.
+two disagree the current extension wins, with two deliberate exceptions: edge coloring
+(§6.4) and list/tuple/set orientation (§5.2, forced by per-cell arrow origins). The visible
+change stays close to "same boxes, better placement, real arrows" — far easier to review
+than a simultaneous restyle.
 
-Two further things `example.elkt` gets wrong for runtime use: it hardcodes every label size
-(`layout [ size: 90, 16 ]` — real sizes must be measured, §6.2), and it models rows as
-child nodes, which lets `layered` reorder them (§5.2).
+`example.elkt` is also wrong twice for runtime use: it hardcodes every label size
+(`layout [ size: 90, 16 ]`; real sizes must be measured, §6.2) and it models rows as child
+nodes, which lets `layered` reorder them (§5.2).
 
 ## 4. Layout shape: flat graph, headers computed after layout
 
-No outer `frames` / `objects` container nodes:
-
-- The current UI has no box around either column — the headings and dividers are chrome in
-  `index.html`, outside the content. Containers would add visual weight that isn't there.
-- Instead pin frame nodes to the leftmost layer with
-  `elk.layered.layering.layerConstraint: FIRST`. Every heap object is then strictly right
-  of every frame — same split, but ELK can compact the rest freely.
-- No hierarchy means no cross-hierarchy edges, so `hierarchyHandling: INCLUDE_CHILDREN`
-  and the lowest-common-ancestor bookkeeping that `example.elkt` needs both disappear.
-- `layerConstraint: FIRST` only admits nodes without incoming edges. After the collapse
-  filter (§6.3) every rendered object is reachable from a frame, i.e. has at least one
-  incoming edge, so no object can slip into the frames layer. The split stays well-defined.
+No outer `frames` / `objects` container nodes. The current UI has no box around either
+column — the headings and dividers are chrome in `index.html`, outside the content — so
+containers would add visual weight that isn't there. Instead pin frame nodes to the leftmost
+layer with `elk.layered.layering.layerConstraint: FIRST`: every heap object is then strictly
+right of every frame, while ELK compacts the rest freely. Flat also means no
+cross-hierarchy edges, so `hierarchyHandling: INCLUDE_CHILDREN` and the lowest-common-
+ancestor bookkeeping `example.elkt` needs both disappear. Frames never have incoming edges,
+so the constraint is unproblematic for them; and layered guarantees a node sits in a
+strictly later layer than any predecessor, so since after the collapse filter (§6.3) every
+rendered object has at least one incoming edge, no object can land in layer 0 beside the
+frames. The split stays well-defined without containers.
 
 **The `Frames` / `Objects` headers stay above their areas**, recomputed from the layout
-instead of fixed percentages:
+instead of fixed percentages: `framesRight = max(x + width)` over frame nodes,
+`objectsLeft = min(x)` over object nodes, then two absolutely positioned header divs at
+`y = 0` spanning `[0, framesRight]` and `[objectsLeft, canvasWidth]`, reusing the existing
+`.title` + `.divider` markup, with all node `y` values shifted down by the header height.
+As today they live inside `#viz`, the scroll container, so they scroll with the content
+rather than sticking.
 
-- `framesRight = max(x + width)` over frame nodes, `objectsLeft = min(x)` over object nodes.
-- Two absolutely positioned header divs at `y = 0` in the canvas, spanning `[0, framesRight]`
-  and `[objectsLeft, canvasWidth]`, reusing the existing `.title` + `.divider` markup. All
-  node `y` values shift down by the header height.
-- Matches today's behaviour: the headers live inside `#viz`, the scroll container, so they
-  scroll with the content rather than sticking.
-- Fallback if the computed split looks unstable between steps: switch the model builder to
-  the two container nodes (rendered borderless) and read the extents from their geometry.
-  Keep that switchable.
+Fallback if the computed split looks unstable between steps: switch the model builder to
+two container nodes (rendered borderless) and read the extents from their geometry. Keep
+that switchable.
 
-## 5. Graph modelling decisions
+## 5. Graph modelling: one node per frame/object, rows as ports
 
-### 5.1 One node per frame / object, content rendered by us
+### 5.1 Rows are ports, not child nodes
 
 ELK only places boxes and routes edges; the inside of every box is our HTML, exactly as
 rendered today.
 
-### 5.2 Rows are **ports**, not child nodes
-
-`example.elkt` models each variable/field as a child node, which makes `layered` run a
-layout inside every frame and is free to reorder rows. Instead, each referencing row
-becomes an ELK **port** on its node:
+`example.elkt` models each variable/field as a **child node**, which makes `layered` run a
+layout inside every frame and leaves it free to reorder rows. `veryRoughMockupOfExample.png`
+shows the damage: the module frame comes out as `karl2, tim, karl, joerg, tom, gerd, …`
+instead of source order. Instead, each referencing row becomes an ELK **port** on its node:
 
 - `elk.portConstraints: FIXED_POS` with explicit port `x`/`y` (row index × measured row
   height) → row order always matches source order, boxes stay compact, no wasted layout.
-- Ports get zero width/height; edges reference them directly in `sources` / `targets`,
-  which puts each arrow's origin on the exact row holding the reference — what linkerline
-  only approximates today.
+- Ports get zero width/height; edges reference them directly in `sources` / `targets`, so
+  each arrow's origin sits on the exact row holding the reference — what linkerline only
+  approximates today.
 - Fallback if ports prove awkward: child nodes plus
   `elk.layered.considerModelOrder.strategy: NODES_AND_EDGES` to force ordering.
 
+### 5.2 Consequence: `list` / `tuple` / `set` become vertical
+
+Per-cell arrow origins require one port per cell at that cell's own `y` on the node's
+**east** edge. In a horizontal strip all cells share one row, so their ports would land on
+the *south* edge and, with `direction: RIGHT`, layered would route every one of them down
+and back around — exactly the spaghetti we're removing. Rendering cells vertically (index
+in a left column, value in a right column) puts each port on the east edge at its own `y`.
+Side effects, all good: one row shape for all five heap types, so the existing
+dict/instance `key | value` rendering is reused everywhere with the index playing the role
+of the key; long lists become narrow and tall instead of extremely wide, matching the
+mockup; and the collapsed one-line summary (§6.3) fits the same box shape.
+
+This is the one content-rendering change versus today — forced by the per-cell arrow
+origins requirement, not a free restyle.
+
 ## 6. Implementation
 
 ```
 BackendTraceElem
    │
+   ├─ reachability.ts    visibleAddresses / outgoingRefs / rootRefs   (exists already)
    ├─ graph-model.ts     buildGraph(elem, collapsed) -> ElkNode  (no sizes yet)
    ├─ measure.ts         fill width/height/port offsets from real text metrics
    ├─ elk layout         elk.layout(graph)   (elk.bundled.js, main thread)
    └─ graph-renderer.ts  absolutely-positioned divs + one SVG edge overlay
+
+   node-view.ts          renderNode(node) -> HTMLElement
+                         the single source of node markup, called by BOTH measure.ts and
+                         graph-renderer.ts
 ```
 
-New files under `src/programflow-visualization/web/`: `graph-model.ts`, `measure.ts`,
-`graph-renderer.ts`. Removed at the end: `html-generator.ts`, the `linkerline` dependency,
-and the `stackHTML` / `heapHTML` fields of `FrontendTraceElem`.
+`node-view.ts` exists because §6.2 sizes a node by rendering its real markup offscreen and
+§6.3 then renders that markup again for real. If the two ever build markup independently
+they will drift, and every box in the visualization is silently mis-sized. One function,
+two call sites, no exceptions.
+
+New files under `src/programflow-visualization/web/`: `graph-model.ts`, `node-view.ts`,
+`measure.ts`, `graph-renderer.ts`. Removed at the end: `html-generator.ts`, the `linkerline`
+dependency, and the `stackHTML` / `heapHTML` fields of `FrontendTraceElem`.
+
+`src/programflow-visualization/reachability.ts` already exists and is **production code, not
+a test helper**: it is the heap traversal §6.1 and §6.3 are built on. It lives one level
+above `web/` on purpose — `tsconfig.json` excludes `web/**`, so a copy there would be
+bundled by esbuild but never type-checked by `tsc` and not importable from the tests. Where
+it is, it is type-checked, unit-tested (§7.7) and still reachable from the bundle: esbuild
+resolves `../reachability` exactly as `web/html-generator.ts` already resolves `../types`.
+
+| Export | Use in the implementation |
+| --- | --- |
+| `visibleAddresses(elem, collapsed)` | which object boxes `buildGraph` emits (§6.3) |
+| `outgoingRefs(heapValue)` | which edges to emit, and their per-cell origins (§5.2) |
+| `rootRefs(elem)` | the frame-variable → object edges |
+| `asRecord(mapLike)` | the `Map`-typed-but-plain-object workaround (§2), needed throughout the renderer |
 
 ### 6.1 Graph model (`graph-model.ts`)
 
 `buildGraph(elem: BackendTraceElem, collapsed: Set<Address>): ElkNode`
 
-- Flat graph: root → one node per `StackElem` + one node per heap address.
+- Flat graph built from `visibleAddresses(elem, collapsed)`: root → one node per
+  `StackElem` + one node per visible address, one edge per `outgoingRefs` pair whose ends
+  are both visible, plus the `rootRefs` edges. **Import these from `reachability.ts`; do
+  not re-walk the heap inline** — a second traversal would drift from the tested one, and
+  the collapse semantics are the subtle part.
 - Frame nodes get `layerConstraint: FIRST` and a port per `local` with `type === 'ref'`.
 - Object nodes: content per `HeapValue.type` (`list` | `tuple` | `set` | `dict` |
   `instance`), a port per `ref` element/field. A collapsed node has no ports.
-- Reference edges are plain `ElkExtendedEdge`s on the root.
+- Reference edges are plain `ElkExtendedEdge`s on the root. The **source** is the port of
+  the referencing row; the **target** is an explicit zero-size input port at the centre of
+  the object node's *west* edge — not the node itself. Under `portConstraints: FIXED_POS` a
+  portless endpoint leaves ELK to pick a border point that can move between steps, whereas
+  a declared input port makes every arrowhead land in the same place every time.
 - Stable ids — `frame:<index>`, `frame:<index>:<varName>`, `obj:<address>`,
   `obj:<address>:<slot>` — so collapse and hover state survive a re-render.
 - Every node carries a `data.kind` tag (`frame`, `current-frame`, `list`, `tuple`, `set`,
   `dict`, `instance`, `collapsed`) that the renderer turns into CSS classes.
   **No colors or fonts in TS.**
 - Layout options, from `example.elkt`: `algorithm: layered`, `direction: RIGHT`,
-  `spacing.nodeNode`, `layered.spacing.nodeNodeBetweenLayers`, plus `edgeRouting: ORTHOGONAL`.
+  `spacing.nodeNode`, `layered.spacing.nodeNodeBetweenLayers`, plus `edgeRouting: ORTHOGONAL`,
+  and `layered.considerModelOrder.strategy: NODES_AND_EDGES` for stability (§6.5).
+- Nodes are emitted in a deterministic order — frames by stack index, objects by ascending
+  address — so that model order is meaningful and identical across steps (§6.5).
+
+**Self-loops and back-edges are the weak spot of fixed-position ports.** `example-cycles.py`
+produces both: a self-referencing list is an ELK self-loop, and a two-object cycle is a
+back-edge under `direction: RIGHT`. With zero-size ports pinned to the east edge, layered's
+default routing for these may be unreadable. Settle it in the spike (§7.1) rather than at
+the end. Fallbacks, cheapest first: let a back-edge attach to the target's east side
+instead of the declared west input port, so it does not cross the whole node; for the
+self-loops, the `elk.layered.edgeRouting.selfLoop*` options (check the exact names against
+the installed elkjs version); and, failing both, route cycle edges by hand in the SVG
+overlay, since §6.3 already owns path construction.
 
 ### 6.2 Measurement (`measure.ts`)
 
-Before layout, walk the graph and set `width`/`height` on every node and `x`/`y` on every
-port — ELK needs sizes up front, unlike flexbox which measures during render, and content
-changes every trace step. Text width via a cached `CanvasRenderingContext2D.measureText`
-using the font resolved from the webview's computed style, so it matches VS Code's editor
-font. Row height comes from a single CSS custom property, so CSS and layout can't drift.
+ELK needs sizes up front, unlike flexbox which measures during render, and content changes
+every trace step. So before layout, walk the graph and set `width`/`height` on every node
+and `x`/`y` on every port.
+
+Measure by **rendering the real node HTML into one hidden offscreen container** and reading
+`offsetWidth` / `offsetHeight` / row offsets in a single batched pass (write all nodes, then
+read all sizes — one reflow). Not `canvas.measureText`: the boxes use CSS ellipsis, 50%/50%
+`name`/`value` widths and a dict-key width derived from the longest key, and reimplementing
+those rules in canvas math would silently drift from the stylesheet. Reading the browser's
+own layout is simpler and exact, and it keeps §6.4's promise that all sizing lives in CSS.
+Port offsets come from the measured row positions in the same pass, so ports land exactly on
+the rows the user sees.
 
 ### 6.3 Rendering (`graph-renderer.ts`) and collapsing
 
@@ -181,24 +248,25 @@ Rendering:
 
 Collapsing — state is `collapsed: Set<Address>` in `webview.ts`, **persisted across trace
 steps**, toggled by clicking the header of any `list`, `tuple`, `set`, `dict` or `instance`
-node, and passed into `buildGraph` on every render. No auto-collapse. The filter runs
-**before** layout:
-
-1. Roots = all `ref` values in all stack frames.
-2. Traverse the reference graph, **but do not traverse edges leaving a collapsed node**.
-   The collapsed node still renders, as a closed box with a one-line summary
-   (`list, 12 elements`, `dict, 3 entries`, `Student, 2 fields`), just without its
-   outgoing edges.
-3. Drop every heap object not reached, and every edge touching a dropped object.
-
-This gives the requested semantics exactly: a node disappears only if it is *exclusively*
-downstream of the collapsed node; anything reachable by another path stays.
+node, passed into `buildGraph` on every render, no auto-collapse. The filter runs **before**
+layout and is already implemented as `visibleAddresses` in `reachability.ts`: traverse from
+all `ref` values in all stack frames, but **do not traverse edges leaving a collapsed
+node**; then drop every heap object not reached and every edge touching a dropped object.
+The collapsed node itself still renders, as a closed box with a one-line summary
+(`list, 12 elements`, `dict, 3 entries`, `Student, 2 fields`), just without outgoing edges.
+That is the requested semantics exactly: a node disappears only if it is *exclusively*
+downstream of the collapsed one; anything reachable by another path stays.
 
 Accepted caveat: collapse state is keyed by heap address and CPython reuses addresses after
 GC, so a collapse can "jump" to an unrelated object many steps later. Cheap mitigation if
 it becomes annoying — drop an address from the set when the object at that address changes
 `type`.
 
+Affordance: nothing in the box tells a learner it can be folded, so every collapsible
+header carries a caret (`▾` expanded, `▸` collapsed) and is a real control —
+`role="button"`, `tabindex="0"`, Enter/Space toggles — so the feature is discoverable and
+usable without a mouse.
+
 ### 6.4 Styling
 
 - Class-per-kind in `webview.css`: `.elk-node`, `.elk-frame`, `.elk-current-frame`,
@@ -211,17 +279,75 @@ it becomes annoying — drop an address from the set when the object at that add
 **Edge coloring: neutral + hover highlight**, replacing `getColor()`. The current formula
 `((0.618033988749895 + addr / 10) % 1) * 100` → `hsl(h, 60%, 45%)` exists only because
 linkerline draws unrouted, overlapping arrows and color was the only way to tell them
-apart. It also has two bugs: `* 100` instead of `* 360` squeezes all hues into a red→green
-sliver, and `addr / 10` on small addresses moves the hue by ~10 per object, so neighbouring
-objects look identical. Encoding the heap address is meaningless to a learner anyway, and
-ELK's orthogonal routing separates edges by construction. Therefore:
-
-- All edges in one neutral theme color (`var(--vscode-editor-foreground)`, reduced opacity).
-- Disambiguation on interaction: hovering a variable row or object node adds
-  `.elk-edge-active` to its incoming/outgoing edges and `.elk-dimmed` to the rest. Scales
-  to dense heaps, theme-friendly, works for color-blind users.
-- The renderer only sets `data-source` / `data-target` and toggles classes, so going back
-  to per-address hues (or coloring by edge kind) is a CSS change plus one attribute.
+apart. It also has two bugs — `* 100` instead of `* 360` squeezes all hues into a red→green
+sliver, and `addr / 10` moves the hue by only ~10 per object on small addresses, so
+neighbours look identical. Encoding the heap address is meaningless to a learner anyway,
+and ELK's orthogonal routing separates edges by construction. Therefore: all edges in one
+neutral theme color (`var(--vscode-editor-foreground)`, reduced opacity), and disambiguation
+on interaction — hovering a variable row or object node adds `.elk-edge-active` to its
+incoming/outgoing edges and `.elk-dimmed` to the rest. That scales to dense heaps, is
+theme-friendly and works for color-blind users. The renderer only sets `data-source` /
+`data-target` and toggles classes, so going back to per-address hues (or coloring by edge
+kind) is a CSS change plus one attribute.
+
+### 6.5 Stability across steps, performance, pan/zoom
+
+**Stability is the biggest UX risk of the whole change.** Layout is recomputed per trace
+step, and ELK is free to place objects anywhere, so step *n* → *n+1* can reshuffle the
+entire heap side and destroy the user's mental map. Today's flexbox at least keeps heap
+insertion order. Mitigations, in order of cost:
+
+1. Deterministic input: emit nodes sorted by stack index / heap address (§6.1) and enable
+   `layered.considerModelOrder.strategy: NODES_AND_EDGES`. Identical input then gives
+   identical output, and a step that only changes one value doesn't reshuffle anything.
+2. If that isn't enough, seed ELK with the previous step's coordinates
+   (`elk.interactiveLayout: true` plus `interactiveReferencePoint`), so layout drifts from
+   the last picture instead of starting fresh.
+
+Verify in the spike (§7.1) by stepping through `example.py` and watching for jumps.
+
+**Performance.** Layout runs on every navigation click, and the slider fires continuously
+while dragging.
+
+- Cache the layout result per `(traceIndex, collapsed-set)` key, LRU-bounded; stepping back
+  and forth then costs nothing. Drop the whole cache whenever measurement premises change —
+  a theme switch or an editor font-size change alters text metrics, so every cached layout
+  becomes wrong. The existing `onDidChangeViewState` → `reset` path is the place to hook it.
+- Re-layout on the slider's `change` event, not `input`, so dragging doesn't queue dozens
+  of layouts. Keep the line-highlight message on `input` as it is today.
+- Budget: if a step exceeds ~100 ms on the largest example, revisit (worker build, or
+  `layered.thoroughness` turned down).
+
+**Pan and zoom.** Doable, and probably necessary — `current.png` already exceeds the panel
+height and ELK output will be wider. No library needed:
+
+- Everything already lives in one absolutely positioned `#viz-canvas` whose exact bounds
+  ELK reports, so a single `transform: translate(px, py) scale(s)` on that element pans and
+  zooms the node `<div>`s and the SVG edge overlay together, with no re-layout and no
+  coordinate recomputation. It is GPU-composited, so it stays smooth.
+- Wheel (or ctrl+wheel) zooms around the cursor, drag pans, plus a "fit" button that solves
+  `s = min(viewportW / graphW, viewportH / graphH)` from the ELK bounds — the one thing
+  that is easy here and impossible today, because today nothing knows the graph's size.
+- Keep the step controls and stdout pane outside the transformed element so they never
+  scale. The `Frames` / `Objects` headers (§4) sit inside the canvas and scale with it; if
+  they should stay pinned, render them outside the transform and multiply their extents
+  by `s`.
+- Only real caveat: text can look slightly soft at fractional zoom levels. Snapping to
+  sensible zoom steps avoids it.
+
+### 6.6 Three things that will bite during implementation
+
+- **`elk.layout()` is async, navigation is not.** Clicking "next" five times fast starts
+  five layouts, and they can resolve out of order and paint a stale graph. Guard with a
+  monotonic render token: capture it before awaiting, drop the result if it is no longer
+  the current one. The same guard covers the streaming `append` path.
+- **Measuring while the panel is hidden yields zeros.** The offscreen container of §6.2
+  must use `visibility: hidden` / off-screen positioning, never `display: none`, and
+  rendering should be skipped while the webview is not visible and redone on the existing
+  `onDidChangeViewState` → `reset` path.
+- **Fonts load after first paint.** Measuring before the webview font is ready produces
+  sizes that are wrong by a few pixels and a layout that never gets corrected. Await
+  `document.fonts.ready` before the first measurement pass.
 
 ## 7. Rollout order
 
@@ -229,13 +355,22 @@ Each step keeps the extension working.
 
 1. **Spike.** Add `elkjs`; build a graph from `example-trace-content.js` and render it in
    browser dev mode (`npm run watch:web`, `out/programflow-visualization/web/index.web.html`).
-   Check bundle size and layout time on the largest example step.
-2. **Model + measure + render** behind a flag; `html-generator.ts` stays as fallback.
+   Answer the four open questions here, not later: bundle size and layout time (§2, §6.5),
+   step-to-step stability (§6.5), and self-loop / back-edge routing with fixed-position
+   ports (§6.1) — the last one needs a hand-built cycle graph, since the recorded example
+   trace has none.
+2. **Model + node-view + measure + render** behind a flag; `html-generator.ts` stays as
+   fallback. `node-view.ts` comes first: `measure.ts` cannot be written without it.
 3. **Switch** `webview.ts` (`updateVisualization` / `updateRefArrows` / `updateIndent`) to
    the new pipeline once output looks right.
-4. **Collapsing**: click handling + reachability filter.
-5. **Styling pass**: theme variables, per-kind classes, neutral edges + hover highlighting.
-6. **Cleanup**: delete `html-generator.ts`, drop `linkerline`, trim `FrontendTraceElem`,
+4. **Collapsing**: click handling + reachability filter (`visibleAddresses` already exists).
+5. **Pan/zoom + layout caching** (§6.5).
+6. **Styling pass**: theme variables, per-kind classes, neutral edges + hover highlighting.
+7. **Unit tests** in `src/test/unit` for the pure logic — no webview, no ELK run.
+   *Done for the collapse filter*: `src/programflow-visualization/reachability.ts` plus
+   `src/test/unit/reachability.test.ts` (22 cases), run by `npm run test:unit`, which is
+   now part of `npm test`. Still to add once it exists: `buildGraph` structure tests.
+8. **Cleanup**: delete `html-generator.ts`, drop `linkerline`, trim `FrontendTraceElem`,
    update `src/programflow-visualization/README.md` (its diagram still shows
    `html-generator.ts` → `innerHTML`).
 
@@ -243,16 +378,83 @@ Each step keeps the extension working.
 
 | Decision | Where |
 | --- | --- |
-| Content rendering stays as today; current extension wins over `example.elkt` | §3 |
+| Content rendering stays as today, except the two exceptions below | §3 |
+| Per-cell arrow origins kept → `list`/`tuple`/`set` become vertical rows | §5.2 |
+| Rows modelled as fixed-position ports on the east edge | §5.1 |
+| Edge source = row port, target = declared west input port | §6.1 |
+| Node markup lives in one `node-view.ts`, shared by measure and render | §6 |
 | Flat graph, frames pinned to first layer, no outer containers | §4 |
 | `Frames` / `Objects` headers stay, positioned from layout extents | §4 |
-| Rows modelled as fixed-position ports | §5.2 |
 | No per-frame line number in frame headers | §2 |
 | Collapse persists across steps; address-reuse caveat accepted | §6.3 |
 | Collapsible types: `list`, `tuple`, `set`, `dict`, `instance` | §6.3 |
+| Collapsible headers show a caret and toggle by keyboard too | §6.3 |
 | No auto-collapse for long lists | §6.3 |
 | Neutral edges + hover highlighting instead of per-address hues | §6.4 |
+| Sizes measured from real DOM offscreen, not canvas text math | §6.2 |
+| Deterministic node order + model order for step-to-step stability | §6.5 |
+| Layout cached per step; slider re-lays out on `change`, not `input` | §6.5 |
+| Pan/zoom via one CSS transform on the canvas, plus zoom-to-fit | §6.5 |
 | Sync `elk.bundled.js`, no Web Worker (CSP) | §2 |
-
-Nothing blocking is open. Revisit only if the spike shows the computed header extents
-jittering between steps → fall back to the borderless-container variant (§4).
+| elkjs bundled into `webview.js`; separate-asset fallback stays available | §2 |
+
+Three risks to watch in the spike, all with a prepared fallback: step-to-step layout
+stability (§6.5 → interactive layout seeding), header-extent jitter (§4 → borderless
+containers), and self-loop / back-edge routing under fixed-position ports (§6.1 → east-side
+attachment, self-loop options, or hand-routed paths).
+
+## 9. Definition of done
+
+### 9.1 Test programs
+
+Four programs in `elk-task/`. `example.py` is the main case but **cannot demonstrate
+collapsing on its own**: every `Student` is bound to a module-level global (`tim`, `karl`,
+…), so it stays reachable from a stack root whatever you collapse — collapsing `aud`'s
+student list hides edges but removes no nodes. Hence the other three.
+
+- **`example.py`** — shared objects (`lara`, `quentin`, `jonas`, `fabio`, `hector`, `gerd`
+  are in *both* subject lists), a nested frame (`createGradeList`), a growing list, and a
+  `return` value. Exercises frames, instances, lists and per-cell arrow origins.
+- **`example-anonymous.py`** — `data = [[1, 2], [3, 4]]`, a list of unnamed `Student`s, and
+  one named object inside a container for contrast. The only way to verify that collapsing
+  actually *removes* exclusively-downstream nodes.
+- **`example-cycles.py`** — a self-referencing list, a two-object cycle, dicts with
+  reference values and with tuple (reference) keys, a set and a tuple. Covers the types
+  `example.py` never produces and proves the traversal terminates.
+- **`example-error.py`** — ends in an `IndexError`, so the `traceback` path and a partial
+  trace still render.
+
+### 9.2 Functional criteria
+
+1. Steps through all of the above forward and backward, via buttons, slider drag, first and
+   last, with **no console errors and no unhandled promise rejections** — including fast
+   repeated clicks (the async-layout race of §6.6).
+2. **With nothing collapsed**, every `ref` in a step is drawn as exactly one arrow: edge
+   count equals ref count, each arrow starts on the row holding the reference and ends at
+   the referenced object. Assert the counts programmatically rather than eyeballing. (The
+   invariant is stated for the uncollapsed case on purpose — collapsing deliberately
+   removes edges, so with a non-empty `collapsed` set the count drops to the refs among
+   visible objects.)
+3. `example-cycles.py` renders readably: self-loops and back-edges are followable rather
+   than crossing their own or neighbouring boxes (§6.1).
+4. Collapse behaves per §6.3: collapsing `aud`'s list keeps `lara` (still referenced by
+   `prog1`'s list); collapsing a list of anonymous objects removes them; re-expanding
+   restores the previous picture; the state survives stepping away and back. Collapsible
+   headers show their caret and toggle by keyboard as well as by click.
+5. Stepping *n* → *n+1* leaves unrelated nodes in place (§6.5).
+6. Pan, wheel-zoom and zoom-to-fit work; step controls and stdout pane do not scale.
+7. Readable in light, dark and high-contrast themes, with no hardcoded colors left in the
+   new code.
+8. No regression in the non-visual behaviour: editor line highlighting, stdout, traceback
+   display and trace caching all still work.
+
+### 9.3 Hygiene criteria
+
+9. `npm test` clean — compile, lint and the unit tests of §7.7.
+10. Layout stays inside the §6.5 budget on the largest step of `example.py`, and a long
+    trace does not grow memory without bound (layout cache is LRU-bounded).
+11. `html-generator.ts` deleted, `linkerline` removed from `package.json`,
+    `FrontendTraceElem` trimmed, and `src/programflow-visualization/README.md` updated.
+
+"Runs through `example.py` without errors" is criterion 1 of 11 — it proves the pipeline
+works, not that the feature does.
diff --git a/elk-task/example-anonymous.py b/elk-task/example-anonymous.py
new file mode 100644
index 00000000..851f331d
--- /dev/null
+++ b/elk-task/example-anonymous.py
@@ -0,0 +1,39 @@
+from wypp import *
+
+# Definition-of-done case: objects that are reachable ONLY through another object.
+#
+# In example.py every Student is also bound to a module-level global, so it stays
+# reachable from a stack root no matter what you collapse - collapsing a list there
+# hides edges but removes no nodes. Here nothing inside the containers has a name of
+# its own, so collapsing the container must make its contents disappear.
+
+@record
+class Student:
+    name: str
+    grade: float
+
+
+# Nested lists, no names on the inner lists.
+# Collapsing `data` must remove both inner lists.
+data = [[1, 2], [3, 4]]
+
+# Anonymous instances. Collapsing `group` must remove both Students.
+group = [Student('Anna', 1.0), Student('Ben', 2.3)]
+
+# One shared object for contrast: `shared` keeps its own name, so collapsing
+# `holder` must NOT remove it.
+shared = Student('Cleo', 1.7)
+holder = [shared]
+
+# A container that is itself anonymous: only reachable through `outer`.
+outer = [[shared, Student('Dan', 3.0)]]
+
+
+def summarize(students: list[Student]) -> list[float]:
+    grades = []
+    for student in students:
+        grades.append(student.grade)
+    return grades
+
+
+groupGrades = summarize(group)
diff --git a/elk-task/example-cycles.py b/elk-task/example-cycles.py
new file mode 100644
index 00000000..f9e99ac7
--- /dev/null
+++ b/elk-task/example-cycles.py
@@ -0,0 +1,28 @@
+from wypp import *
+
+# Definition-of-done case: heap shapes that example.py never produces.
+# Covers reference cycles (the traversal must terminate), dicts with reference
+# keys and reference values, tuples, and sets.
+
+# Self-referencing list: selfRef[0] is selfRef.
+selfRef = []
+selfRef.append(selfRef)
+
+# Two-object cycle: left -> right -> left.
+left = []
+right = [left]
+left.append(right)
+
+# Dict with reference values, both anonymous -> collapsing `lookup` removes them.
+lookup = {'evens': [2, 4], 'odds': [1, 3]}
+
+# Dict with reference keys (tuples are hashable, and appear as heap objects).
+byPair = {(1, 2): ['a'], (3, 4): ['b']}
+
+# Set of plain values, and a tuple mixing references with plain values.
+letters = {'a', 'b', 'c'}
+mixed = (selfRef, 42, 'text')
+
+# A dict pointing at something that also has its own name.
+named = [1, 2, 3]
+container = {'named': named, 'anonymous': [4, 5, 6]}
diff --git a/elk-task/example-error.py b/elk-task/example-error.py
new file mode 100644
index 00000000..8f11eba1
--- /dev/null
+++ b/elk-task/example-error.py
@@ -0,0 +1,21 @@
+from wypp import *
+
+# Definition-of-done case: the trace ends in an exception.
+# The visualization must still render every step up to the failure, show the
+# traceback in the output pane, and not break on the partial trace.
+
+@record
+class Student:
+    name: str
+    grade: float
+
+
+students = [Student('Anna', 1.0), Student('Ben', 2.3)]
+grades = []
+
+for student in students:
+    grades.append(student.grade)
+
+# Fails: only two grades were collected.
+third = grades[2]
+print(third)
diff --git a/package.json b/package.json
index 5377233b..94953019 100644
--- a/package.json
+++ b/package.json
@@ -87,7 +87,8 @@
 		"compile": "tsc -p ./",
 		"lint": "eslint src --ext ts",
 		"watch": "tsc -watch -p ./",
-		"test": "npm run compile && npm run lint",
+		"test:unit": "mocha --ui tdd \"out/test/unit/**/*.test.js\"",
+		"test": "npm run compile && npm run lint && npm run test:unit",
 		"build:web": "node scripts/build-web.mjs",
 		"watch:web": "node scripts/build-web.mjs --watch",
 		"build": "npm run compile && npm run build:web"
diff --git a/src/programflow-visualization/reachability.ts b/src/programflow-visualization/reachability.ts
new file mode 100644
index 00000000..0a36cfb1
--- /dev/null
+++ b/src/programflow-visualization/reachability.ts
@@ -0,0 +1,88 @@
+// Reachability filter for the visualization: decides which heap objects are visible
+// for a trace step, given the set of collapsed objects. See elk-task/elk-plan.md 6.3.
+//
+// Pure and free of DOM/ELK dependencies so it can be unit tested directly.
+import type { Address, BackendTraceElem, HeapValue, NamedValue, Value } from "./types";
+
+type RefValue = { type: 'ref'; value: Address };
+
+/**
+ * `heap`, `dict.keys`, `dict.value` and `instance.value` are declared as `Map`s in
+ * types.ts, but after the IPC/JSON round trip they are plain objects. Everything here
+ * goes through this helper instead of `Map` methods.
+ */
+function asRecord<T>(mapLike: unknown): Record<string, T> {
+  return (mapLike ?? {}) as Record<string, T>;
+}
+
+function isRef<T extends Value>(value: T): value is T & RefValue {
+  return value.type === 'ref';
+}
+
+export function heapEntries(heap: BackendTraceElem['heap']): Array<[Address, HeapValue]> {
+  return Object.entries(asRecord<HeapValue>(heap)).map(
+    ([address, value]) => [Number(address), value]
+  );
+}
+
+/** Addresses referenced by a heap object: elements, dict keys and values, instance fields. */
+export function outgoingRefs(heapValue: HeapValue): Address[] {
+  switch (heapValue.type) {
+    case 'dict': {
+      const keys = Object.values(asRecord<Value>(heapValue.keys));
+      const values = Object.values(asRecord<Value>(heapValue.value));
+      return [...keys, ...values].filter(isRef).map((value) => value.value);
+    }
+    case 'instance': {
+      const fields = Object.values(asRecord<Value>(heapValue.value));
+      return fields.filter(isRef).map((value) => value.value);
+    }
+    default:
+      return heapValue.value.filter(isRef).map((value) => value.value);
+  }
+}
+
+/** Addresses referenced directly by a stack frame, i.e. the roots of the traversal. */
+export function rootRefs(elem: BackendTraceElem): Address[] {
+  return elem.stack.flatMap((frame) =>
+    (frame.locals as Array<NamedValue>).filter(isRef).map((local) => local.value)
+  );
+}
+
+/**
+ * Every heap address that should be rendered for this step.
+ *
+ * Traversal starts at the stack frames and does not follow edges *out of* a collapsed
+ * object - the collapsed object itself stays visible. An object therefore disappears
+ * only when it is exclusively downstream of a collapsed one; anything still reachable
+ * by another path stays.
+ */
+export function visibleAddresses(
+  elem: BackendTraceElem,
+  collapsed: ReadonlySet<Address> = new Set()
+): Set<Address> {
+  const heap = new Map(heapEntries(elem.heap));
+  const visible = new Set<Address>();
+  const pending = rootRefs(elem).filter((address) => heap.has(address));
+
+  while (pending.length > 0) {
+    const address = pending.pop()!;
+    if (visible.has(address)) {
+      continue;
+    }
+    visible.add(address);
+
+    // Collapsed: render the box, but nothing behind it.
+    if (collapsed.has(address)) {
+      continue;
+    }
+
+    for (const next of outgoingRefs(heap.get(address)!)) {
+      if (!visible.has(next) && heap.has(next)) {
+        pending.push(next);
+      }
+    }
+  }
+
+  return visible;
+}
diff --git a/src/test/unit/reachability.test.ts b/src/test/unit/reachability.test.ts
new file mode 100644
index 00000000..24888438
--- /dev/null
+++ b/src/test/unit/reachability.test.ts
@@ -0,0 +1,249 @@
+/* eslint-disable @typescript-eslint/naming-convention */
+// Heap addresses are numeric keys, so the fixtures below cannot use camelCase names.
+import * as assert from 'assert';
+
+import { outgoingRefs, rootRefs, visibleAddresses } from '../../programflow-visualization/reachability';
+import type { Address, BackendTraceElem, HeapValue, NamedValue, StackElem, Value } from '../../programflow-visualization/types';
+
+// Fixture helpers -------------------------------------------------------------
+
+function ref(address: Address): Value {
+  return { type: 'ref', value: address };
+}
+
+function int(value: number): Value {
+  return { type: 'int', value };
+}
+
+function str(value: string): Value {
+  return { type: 'str', value };
+}
+
+function local(name: string, value: Value): NamedValue {
+  return { ...value, name };
+}
+
+function frame(frameName: string, locals: Array<NamedValue>): StackElem {
+  return { frameName, locals };
+}
+
+function list(...values: Array<Value>): HeapValue {
+  return { type: 'list', value: values };
+}
+
+function instance(name: string, fields: Record<string, Value>): HeapValue {
+  return { type: 'instance', name, value: fields as unknown as Map<string, Value> };
+}
+
+function dict(entries: Array<[Value, Value]>): HeapValue {
+  const keys: Record<string, Value> = {};
+  const values: Record<string, Value> = {};
+  entries.forEach(([key, value], index) => {
+    keys[index] = key;
+    values[index] = value;
+  });
+  return {
+    type: 'dict',
+    keys: keys as unknown as Map<any, Value>,
+    value: values as unknown as Map<any, Value>,
+  };
+}
+
+/**
+ * `heap` is declared as a `Map` but arrives as a plain object after IPC/JSON -
+ * the fixtures deliberately reproduce the runtime shape, not the declared one.
+ */
+function step(stack: Array<StackElem>, heap: Record<number, HeapValue>): BackendTraceElem {
+  return {
+    line: 1,
+    filePath: 'example.py',
+    stack,
+    heap: heap as unknown as BackendTraceElem['heap'],
+    stdout: '',
+    traceback: undefined,
+  };
+}
+
+function visible(elem: BackendTraceElem, collapsed: Array<Address> = []): Array<Address> {
+  return [...visibleAddresses(elem, new Set(collapsed))].sort((a, b) => a - b);
+}
+
+// Tests -----------------------------------------------------------------------
+
+suite('reachability: traversal basics', () => {
+  test('empty heap and empty stack yield nothing', () => {
+    assert.deepStrictEqual(visible(step([frame('<module>', [])], {})), []);
+  });
+
+  test('non-reference locals are not roots', () => {
+    const elem = step([frame('<module>', [local('count', int(3))])], { 0: list(int(1)) });
+    assert.deepStrictEqual(visible(elem), []);
+  });
+
+  test('roots come from every frame, not only the current one', () => {
+    const elem = step(
+      [
+        frame('<module>', [local('outer', ref(0))]),
+        frame('helper', [local('inner', ref(1))]),
+      ],
+      { 0: list(int(1)), 1: list(int(2)) }
+    );
+    assert.deepStrictEqual(visible(elem), [0, 1]);
+  });
+
+  test('objects unreachable from the stack are dropped', () => {
+    const elem = step([frame('<module>', [local('kept', ref(0))])], {
+      0: list(int(1)),
+      1: list(int(2)), // garbage: nothing points here
+    });
+    assert.deepStrictEqual(visible(elem), [0]);
+  });
+
+  test('references to addresses missing from the heap are ignored', () => {
+    const elem = step([frame('<module>', [local('dangling', ref(7))])], {});
+    assert.deepStrictEqual(visible(elem), []);
+  });
+});
+
+suite('reachability: container types', () => {
+  test('instance fields are followed', () => {
+    const elem = step([frame('<module>', [local('subject', ref(0))])], {
+      0: instance('Subject', { name: str('AuD'), students: ref(1) }),
+      1: list(ref(2)),
+      2: instance('Student', { name: str('Tim'), grade: int(1) }),
+    });
+    assert.deepStrictEqual(visible(elem), [0, 1, 2]);
+  });
+
+  test('dict reference keys and reference values are both followed', () => {
+    const elem = step([frame('<module>', [local('byPair', ref(0))])], {
+      0: dict([[ref(1), ref(2)]]),
+      1: { type: 'tuple', value: [int(1), int(2)] },
+      2: list(str('a')),
+    });
+    assert.deepStrictEqual(visible(elem), [0, 1, 2]);
+  });
+
+  test('set and tuple elements are followed', () => {
+    const elem = step([frame('<module>', [local('mixed', ref(0))])], {
+      0: { type: 'tuple', value: [ref(1), int(42), str('text')] },
+      1: { type: 'set', value: [ref(2)] },
+      2: list(int(1)),
+    });
+    assert.deepStrictEqual(visible(elem), [0, 1, 2]);
+  });
+
+  test('outgoingRefs reports only reference values', () => {
+    assert.deepStrictEqual(outgoingRefs(list(int(1), ref(4), str('x'), ref(9))), [4, 9]);
+    assert.deepStrictEqual(outgoingRefs(instance('S', { a: int(1), b: ref(3) })), [3]);
+    assert.deepStrictEqual(outgoingRefs(dict([[str('k'), ref(5)]])), [5]);
+  });
+
+  test('rootRefs reports only reference locals', () => {
+    const elem = step(
+      [frame('<module>', [local('n', int(1)), local('a', ref(2)), local('b', ref(3))])],
+      {}
+    );
+    assert.deepStrictEqual(rootRefs(elem), [2, 3]);
+  });
+});
+
+suite('reachability: cycles terminate', () => {
+  test('self-referencing list', () => {
+    const elem = step([frame('<module>', [local('selfRef', ref(0))])], {
+      0: list(ref(0)),
+    });
+    assert.deepStrictEqual(visible(elem), [0]);
+  });
+
+  test('two-object cycle', () => {
+    const elem = step([frame('<module>', [local('left', ref(0))])], {
+      0: list(ref(1)),
+      1: list(ref(0)),
+    });
+    assert.deepStrictEqual(visible(elem), [0, 1]);
+  });
+
+  test('cycle reachable only through a collapsed object disappears', () => {
+    const elem = step([frame('<module>', [local('outer', ref(0))])], {
+      0: list(ref(1)),
+      1: list(ref(2)),
+      2: list(ref(1)),
+    });
+    assert.deepStrictEqual(visible(elem), [0, 1, 2]);
+    assert.deepStrictEqual(visible(elem, [0]), [0]);
+  });
+});
+
+suite('reachability: collapsing', () => {
+  // Mirrors elk-task/example-anonymous.py: `data = [[1, 2], [3, 4]]`
+  const anonymous = step([frame('<module>', [local('data', ref(0))])], {
+    0: list(ref(1), ref(2)),
+    1: list(int(1), int(2)),
+    2: list(int(3), int(4)),
+  });
+
+  test('nothing is hidden while nothing is collapsed', () => {
+    assert.deepStrictEqual(visible(anonymous), [0, 1, 2]);
+  });
+
+  test('the collapsed object itself stays visible', () => {
+    assert.ok(visible(anonymous, [0]).includes(0));
+  });
+
+  test('exclusively downstream objects disappear', () => {
+    assert.deepStrictEqual(visible(anonymous, [0]), [0]);
+  });
+
+  test('expanding again restores the full picture', () => {
+    assert.deepStrictEqual(visible(anonymous, []), visible(anonymous));
+  });
+
+  // Mirrors elk-task/example.py: two subject lists sharing some students.
+  const shared = step(
+    [frame('<module>', [local('aud', ref(0)), local('prog1', ref(1))])],
+    {
+      0: list(ref(2), ref(3)), // aud    -> lara, tim
+      1: list(ref(2)),         // prog1  -> lara
+      2: instance('Student', { name: str('Lara') }),
+      3: instance('Student', { name: str('Tim') }),
+    }
+  );
+
+  test('collapsing one referrer keeps objects the other still reaches', () => {
+    // lara (2) survives because prog1 still points at her, tim (3) does not.
+    assert.deepStrictEqual(visible(shared, [0]), [0, 1, 2]);
+  });
+
+  test('collapsing every referrer removes the shared object', () => {
+    assert.deepStrictEqual(visible(shared, [0, 1]), [0, 1]);
+  });
+
+  test('an object with its own name survives collapsing its container', () => {
+    // elk-task/example-anonymous.py: `shared` is a global, `holder = [shared]`.
+    const elem = step(
+      [frame('<module>', [local('shared', ref(1)), local('holder', ref(0))])],
+      {
+        0: list(ref(1)),
+        1: instance('Student', { name: str('Cleo') }),
+      }
+    );
+    assert.deepStrictEqual(visible(elem, [0]), [0, 1]);
+  });
+
+  test('collapsing cuts only at the collapsed node, not above or below it', () => {
+    // 0 -> 1 -> 2 -> 3, collapse the middle one.
+    const chain = step([frame('<module>', [local('head', ref(0))])], {
+      0: list(ref(1)),
+      1: list(ref(2)),
+      2: list(ref(3)),
+      3: list(int(0)),
+    });
+    assert.deepStrictEqual(visible(chain, [1]), [0, 1]);
+    assert.deepStrictEqual(visible(chain, [2]), [0, 1, 2]);
+  });
+
+  test('collapsing an object that is not in the heap changes nothing', () => {
+    assert.deepStrictEqual(visible(anonymous, [99]), [0, 1, 2]);
+  });
+});

From 68d45f571cc453f29063d17b3b0bcdb3dba73b44 Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Fri, 11 Sep 2026 14:11:57 +0200
Subject: [PATCH 10/20] spike done

---
 elk-task/elk-plan.md                          | 185 ++++--
 elk-task/spike/spike.mjs                      | 603 ++++++++++++++++++
 package-lock.json                             |  10 +-
 package.json                                  |   1 +
 src/programflow-visualization/reachability.ts |   2 +-
 5 files changed, 733 insertions(+), 68 deletions(-)
 create mode 100644 elk-task/spike/spike.mjs

diff --git a/elk-task/elk-plan.md b/elk-task/elk-plan.md
index 1b5be884..1757dd12 100644
--- a/elk-task/elk-plan.md
+++ b/elk-task/elk-plan.md
@@ -34,12 +34,22 @@ VS Code side changes.
   `worker-src`, so `worker-src` falls back to `none`. → Use the synchronous bundled build
   `elkjs/lib/elk.bundled.js` (main thread, no worker). Revisit the worker build only if
   layout is too slow; that would also need `worker-src blob:;` in the CSP.
-- **Bundling.** `elk.bundled.js` is plain JS and bundles fine into `webview.js` via esbuild
-  (`scripts/build-web.mjs`); elkjs ships its own type declarations, so no `@types/*`
-  package. This is a *choice, not a constraint*: `script-src` includes `{{CSP_SOURCE}}` and
-  `copyStatic()` in `build-web.mjs` already copies assets into `localResourceRoots`, so if
-  elkjs's size hurts webview startup (measure in §7.1) shipping it as a separate
-  `<script src>` is an available fallback.
+- **Bundling, and minification is now mandatory.** `elk.bundled.js` is plain JS and bundles
+  fine into `webview.js` via esbuild; elkjs ships its own type declarations, so no
+  `@types/*` package. Measured by the spike (`elk-task/spike/spike.mjs`):
+
+  | | size |
+  | --- | --- |
+  | `webview.js` today | 161 KiB |
+  | elkjs bundled, unminified | 3423 KiB |
+  | elkjs bundled, minified | 1426 KiB |
+
+  esbuild is currently run **without** `minify`, so bundling elkjs as-is would grow the
+  webview payload 21×. `scripts/build-web.mjs` must set `minify: true` (at least for
+  non-watch builds) before elkjs goes in. Even then it is ~1.4 MiB, so if webview startup
+  suffers, the fallback is a separate `<script src>`: `script-src` includes
+  `{{CSP_SOURCE}}` and `copyStatic()` already copies assets into `localResourceRoots`, so
+  this stays a *choice, not a constraint*.
 - **`StackElem` has no line number**, so `example.elkt`'s `"createGradeList (line 36)"` is
   not derivable — only `BackendTraceElem.line` (the currently executing line) exists.
   Decided: no per-frame line, frame headers show the name only.
@@ -87,11 +97,21 @@ containers would add visual weight that isn't there. Instead pin frame nodes to
 layer with `elk.layered.layering.layerConstraint: FIRST`: every heap object is then strictly
 right of every frame, while ELK compacts the rest freely. Flat also means no
 cross-hierarchy edges, so `hierarchyHandling: INCLUDE_CHILDREN` and the lowest-common-
-ancestor bookkeeping `example.elkt` needs both disappear. Frames never have incoming edges,
-so the constraint is unproblematic for them; and layered guarantees a node sits in a
-strictly later layer than any predecessor, so since after the collapse filter (§6.3) every
-rendered object has at least one incoming edge, no object can land in layer 0 beside the
-frames. The split stays well-defined without containers.
+ancestor bookkeeping `example.elkt` needs both disappear.
+
+**`layerConstraint: FIRST` forbids incoming edges**, and ELK enforces it by throwing:
+
+> `UnsupportedConfigurationException: Node 'root.frame:0' has its layer constraint set to
+> FIRST, but has at least one incoming edge that does not come from a FIRST_SEPARATE node.`
+
+That is fine for us — nothing ever points *at* a frame, so frames have no incoming edges by
+construction — but it has two consequences the spike confirmed. First, no object can slip
+into the frames layer: layered places a node in a strictly later layer than any predecessor,
+and after the collapse filter (§6.3) every rendered object has at least one incoming edge.
+The split therefore stays well-defined without containers. Second, **cycle breaking must
+stay `GREEDY`** (the default): it only reverses edges inside cycles, and a frame can never
+be in a cycle, so it can never acquire a reversed incoming edge. `INTERACTIVE` cycle
+breaking reverses by coordinate instead and *does* crash this way — see §6.5.
 
 **The `Frames` / `Objects` headers stay above their areas**, recomputed from the layout
 instead of fixed percentages: `framesRight = max(x + width)` over frame nodes,
@@ -169,7 +189,7 @@ dependency, and the `stackHTML` / `heapHTML` fields of `FrontendTraceElem`.
 a test helper**: it is the heap traversal §6.1 and §6.3 are built on. It lives one level
 above `web/` on purpose — `tsconfig.json` excludes `web/**`, so a copy there would be
 bundled by esbuild but never type-checked by `tsc` and not importable from the tests. Where
-it is, it is type-checked, unit-tested (§7.7) and still reachable from the bundle: esbuild
+it is, it is type-checked, unit-tested (§7.8) and still reachable from the bundle: esbuild
 resolves `../reachability` exactly as `web/html-generator.ts` already resolves `../types`.
 
 | Export | Use in the implementation |
@@ -177,6 +197,7 @@ resolves `../reachability` exactly as `web/html-generator.ts` already resolves `
 | `visibleAddresses(elem, collapsed)` | which object boxes `buildGraph` emits (§6.3) |
 | `outgoingRefs(heapValue)` | which edges to emit, and their per-cell origins (§5.2) |
 | `rootRefs(elem)` | the frame-variable → object edges |
+| `heapEntries(heap)` | iterating the heap as `[Address, HeapValue]` pairs |
 | `asRecord(mapLike)` | the `Map`-typed-but-plain-object workaround (§2), needed throughout the renderer |
 
 ### 6.1 Graph model (`graph-model.ts`)
@@ -201,21 +222,20 @@ resolves `../reachability` exactly as `web/html-generator.ts` already resolves `
 - Every node carries a `data.kind` tag (`frame`, `current-frame`, `list`, `tuple`, `set`,
   `dict`, `instance`, `collapsed`) that the renderer turns into CSS classes.
   **No colors or fonts in TS.**
-- Layout options, from `example.elkt`: `algorithm: layered`, `direction: RIGHT`,
-  `spacing.nodeNode`, `layered.spacing.nodeNodeBetweenLayers`, plus `edgeRouting: ORTHOGONAL`,
-  and `layered.considerModelOrder.strategy: NODES_AND_EDGES` for stability (§6.5).
+- Layout options, from `example.elkt` and the spike: `algorithm: layered`,
+  `direction: RIGHT`, `spacing.nodeNode`, `layered.spacing.nodeNodeBetweenLayers`,
+  `edgeRouting: ORTHOGONAL`, and cycle breaking left at its `GREEDY` default (§4).
+  `layered.considerModelOrder` stays **off** — it buys no stability and costs 2.5× (§6.5).
 - Nodes are emitted in a deterministic order — frames by stack index, objects by ascending
-  address — so that model order is meaningful and identical across steps (§6.5).
-
-**Self-loops and back-edges are the weak spot of fixed-position ports.** `example-cycles.py`
-produces both: a self-referencing list is an ELK self-loop, and a two-object cycle is a
-back-edge under `direction: RIGHT`. With zero-size ports pinned to the east edge, layered's
-default routing for these may be unreadable. Settle it in the spike (§7.1) rather than at
-the end. Fallbacks, cheapest first: let a back-edge attach to the target's east side
-instead of the declared west input port, so it does not cross the whole node; for the
-self-loops, the `elk.layered.edgeRouting.selfLoop*` options (check the exact names against
-the installed elkjs version); and, failing both, route cycle edges by hand in the SVG
-overlay, since §6.3 already owns path construction.
+  address. This, not a layout option, is what makes steps stable (§6.5).
+
+**Self-loops and back-edges work.** `example-cycles.py` produces both: a self-referencing
+list is an ELK self-loop, and a two-object cycle is a back-edge under `direction: RIGHT`.
+The spike laid out a self-loop plus a two-object cycle with FIXED_POS east ports and a
+declared west input port, and got clean orthogonal routes — self-loop 4 bends, back-edge 4
+bends, and **no bend point inside a node box it does not belong to**. No special handling
+needed. The one requirement this places on the model is in §4: cycle breaking must stay
+`GREEDY`, or the frame layer constraint throws.
 
 ### 6.2 Measurement (`measure.ts`)
 
@@ -292,31 +312,61 @@ kind) is a CSS change plus one attribute.
 
 ### 6.5 Stability across steps, performance, pan/zoom
 
-**Stability is the biggest UX risk of the whole change.** Layout is recomputed per trace
-step, and ELK is free to place objects anywhere, so step *n* → *n+1* can reshuffle the
-entire heap side and destroy the user's mental map. Today's flexbox at least keeps heap
-insertion order. Mitigations, in order of cost:
-
-1. Deterministic input: emit nodes sorted by stack index / heap address (§6.1) and enable
-   `layered.considerModelOrder.strategy: NODES_AND_EDGES`. Identical input then gives
-   identical output, and a step that only changes one value doesn't reshuffle anything.
-2. If that isn't enough, seed ELK with the previous step's coordinates
-   (`elk.interactiveLayout: true` plus `interactiveReferencePoint`), so layout drifts from
-   the last picture instead of starting fresh.
-
-Verify in the spike (§7.1) by stepping through `example.py` and watching for jumps.
-
-**Performance.** Layout runs on every navigation click, and the slider fires continuously
-while dragging.
-
+**Stability: measured, and it is fine.** The worry was that recomputing layout per step
+would reshuffle the heap side and destroy the user's mental map. The spike measured three
+cases:
+
+| Case | Nodes that moved | Largest jump |
+| --- | --- | --- |
+| Only a value changes, structure identical | **0 of 217** | 0 px |
+| One element appended to a list | 81 of 90 | 94 px |
+| Real `example-trace-content.js` steps | 7 of 21 | 192 px |
+
+So ELK does not churn: identical structure gives a pixel-identical layout. The movement in
+rows 2 and 3 is growth, not reshuffling — a box gets taller and its neighbours shift — and
+it is bounded. Deterministic node order (§6.1) is all that's needed.
+
+**The interactive-seeding fallback is withdrawn.** It was listed as mitigation 2; it is both
+unnecessary (above) and *incompatible with §4*: seeding coordinates and switching cycle
+breaking to `INTERACTIVE` makes ELK reverse an edge into a frame node, which immediately
+violates `layerConstraint: FIRST` and throws. Seeding only `crossingMinimization` and
+`nodePlacement` does not throw, but changes nothing (still 7 of 21, 180 px). Keep cycle
+breaking `GREEDY`.
+
+**`considerModelOrder` is dropped.** The plan justified it as the stability mechanism; the
+spike shows it is not — stability is identical with it set to `NONE`, the visual
+top-to-bottom order is unchanged, and it is the single most expensive option measured
+(101 nodes: 245 ms with, 99 ms without). Emit nodes in deterministic order and leave model
+order off.
+
+**Performance is the real problem.** Layout runs on every navigation click, and the slider
+fires continuously while dragging. Measured (Node 18, this machine; a browser will differ
+but the shape holds):
+
+| Graph | Layout time |
+| --- | --- |
+| 11 nodes | 58 ms |
+| 26 nodes | 82 ms |
+| 51 nodes | 137 ms |
+| 101 nodes | 245 ms |
+| 201 nodes | 1396 ms |
+
+The 100 ms budget breaks at roughly 40 nodes — well inside what a student program produces.
+Required measures:
+
+- **Drop `considerModelOrder`** (above): 101 nodes 245 ms → 99 ms. `thoroughness: 1` on top
+  gains only a little more (84 ms) and costs layout quality, so hold it in reserve.
+- **Pre-warm elkjs at webview init.** The first `layout()` call costs ~330 ms of JIT warm-up
+  versus ~27 ms steady state. Run one throwaway layout on a dummy graph when the webview
+  loads, so the user never pays it on a click.
 - Cache the layout result per `(traceIndex, collapsed-set)` key, LRU-bounded; stepping back
   and forth then costs nothing. Drop the whole cache whenever measurement premises change —
   a theme switch or an editor font-size change alters text metrics, so every cached layout
   becomes wrong. The existing `onDidChangeViewState` → `reset` path is the place to hook it.
 - Re-layout on the slider's `change` event, not `input`, so dragging doesn't queue dozens
   of layouts. Keep the line-highlight message on `input` as it is today.
-- Budget: if a step exceeds ~100 ms on the largest example, revisit (worker build, or
-  `layered.thoroughness` turned down).
+- If a heap still exceeds the budget, the remaining lever is the worker build, which needs
+  `worker-src blob:;` added to the CSP (§2).
 
 **Pan and zoom.** Doable, and probably necessary — `current.png` already exceeds the panel
 height and ELK output will be wider. No library needed:
@@ -353,26 +403,27 @@ height and ELK output will be wider. No library needed:
 
 Each step keeps the extension working.
 
-1. **Spike.** Add `elkjs`; build a graph from `example-trace-content.js` and render it in
-   browser dev mode (`npm run watch:web`, `out/programflow-visualization/web/index.web.html`).
-   Answer the four open questions here, not later: bundle size and layout time (§2, §6.5),
-   step-to-step stability (§6.5), and self-loop / back-edge routing with fixed-position
-   ports (§6.1) — the last one needs a hand-built cycle graph, since the recorded example
-   trace has none.
-2. **Model + node-view + measure + render** behind a flag; `html-generator.ts` stays as
+1. ~~**Spike.**~~ **Done** — `elk-task/spike/spike.mjs` (throwaway, re-runnable with
+   `node elk-task/spike/spike.mjs` after `npm run compile`). It measures bundle size,
+   layout time and scaling, step-to-step stability under three seeding variants, and
+   self-loop / back-edge routing. Results are folded into §2, §4, §6.1 and §6.5; the
+   headlines are: cycles route cleanly, stability is a non-issue, `considerModelOrder` must
+   go, minification is mandatory, and elkjs needs pre-warming.
+2. **Enable `minify` in `scripts/build-web.mjs`** before elkjs enters the bundle (§2).
+3. **Model + node-view + measure + render** behind a flag; `html-generator.ts` stays as
    fallback. `node-view.ts` comes first: `measure.ts` cannot be written without it.
-3. **Switch** `webview.ts` (`updateVisualization` / `updateRefArrows` / `updateIndent`) to
+4. **Switch** `webview.ts` (`updateVisualization` / `updateRefArrows` / `updateIndent`) to
    the new pipeline once output looks right.
-4. **Collapsing**: click handling + reachability filter (`visibleAddresses` already exists).
-5. **Pan/zoom + layout caching** (§6.5).
-6. **Styling pass**: theme variables, per-kind classes, neutral edges + hover highlighting.
-7. **Unit tests** in `src/test/unit` for the pure logic — no webview, no ELK run.
+5. **Collapsing**: click handling + reachability filter (`visibleAddresses` already exists).
+6. **Pan/zoom + layout caching + elkjs pre-warm** (§6.5).
+7. **Styling pass**: theme variables, per-kind classes, neutral edges + hover highlighting.
+8. **Unit tests** in `src/test/unit` for the pure logic — no webview, no ELK run.
    *Done for the collapse filter*: `src/programflow-visualization/reachability.ts` plus
    `src/test/unit/reachability.test.ts` (22 cases), run by `npm run test:unit`, which is
    now part of `npm test`. Still to add once it exists: `buildGraph` structure tests.
-8. **Cleanup**: delete `html-generator.ts`, drop `linkerline`, trim `FrontendTraceElem`,
+9. **Cleanup**: delete `html-generator.ts`, drop `linkerline`, trim `FrontendTraceElem`,
    update `src/programflow-visualization/README.md` (its diagram still shows
-   `html-generator.ts` → `innerHTML`).
+   `html-generator.ts` → `innerHTML`), and delete `elk-task/spike/`.
 
 ## 8. Decisions at a glance
 
@@ -392,16 +443,20 @@ Each step keeps the extension working.
 | No auto-collapse for long lists | §6.3 |
 | Neutral edges + hover highlighting instead of per-address hues | §6.4 |
 | Sizes measured from real DOM offscreen, not canvas text math | §6.2 |
-| Deterministic node order + model order for step-to-step stability | §6.5 |
+| Deterministic node order for step-to-step stability; no `considerModelOrder` | §6.5 |
+| Cycle breaking stays `GREEDY`; no interactive layout seeding | §4, §6.5 |
+| elkjs pre-warmed at webview init to hide ~330 ms of JIT | §6.5 |
+| esbuild `minify` enabled before elkjs enters the bundle | §2 |
 | Layout cached per step; slider re-lays out on `change`, not `input` | §6.5 |
 | Pan/zoom via one CSS transform on the canvas, plus zoom-to-fit | §6.5 |
 | Sync `elk.bundled.js`, no Web Worker (CSP) | §2 |
 | elkjs bundled into `webview.js`; separate-asset fallback stays available | §2 |
 
-Three risks to watch in the spike, all with a prepared fallback: step-to-step layout
-stability (§6.5 → interactive layout seeding), header-extent jitter (§4 → borderless
-containers), and self-loop / back-edge routing under fixed-position ports (§6.1 → east-side
-attachment, self-loop options, or hand-routed paths).
+The spike (§7.1) closed the three risks this section used to list. What remains open is
+**layout time on large heaps**: 100 ms breaks at ~40 nodes, and dropping `considerModelOrder`
+buys back roughly 2.5×, which covers ~100 nodes but not 200. If real student programs turn
+out to exceed that, the escalation is `layered.thoroughness`, then the worker build plus a
+CSP change.
 
 ## 9. Definition of done
 
@@ -450,7 +505,7 @@ student list hides edges but removes no nodes. Hence the other three.
 
 ### 9.3 Hygiene criteria
 
-9. `npm test` clean — compile, lint and the unit tests of §7.7.
+9. `npm test` clean — compile, lint and the unit tests of §7.8.
 10. Layout stays inside the §6.5 budget on the largest step of `example.py`, and a long
     trace does not grow memory without bound (layout cache is LRU-bounded).
 11. `html-generator.ts` deleted, `linkerline` removed from `package.json`,
diff --git a/elk-task/spike/spike.mjs b/elk-task/spike/spike.mjs
new file mode 100644
index 00000000..2e2965ce
--- /dev/null
+++ b/elk-task/spike/spike.mjs
@@ -0,0 +1,603 @@
+// Spike for elk-plan.md §7.1. Throwaway measurement harness — not shipped.
+//
+// Answers the four questions the plan defers to the spike:
+//   1. bundle size          (§2)
+//   2. layout time          (§6.5)
+//   3. step-to-step stability (§6.5)
+//   4. self-loop / back-edge routing with FIXED_POS ports (§6.1)
+//
+// Run: node elk-task/spike/spike.mjs   (after `npm run compile`)
+
+import fs from "fs";
+import path from "path";
+import { fileURLToPath } from "url";
+import { createRequire } from "module";
+import * as esbuild from "esbuild";
+
+const require = createRequire(import.meta.url);
+const _dirname = path.dirname(fileURLToPath(import.meta.url));
+const root = path.resolve(_dirname, "../..");
+
+const ELK = require("elkjs/lib/elk.bundled.js");
+const { visibleAddresses, outgoingRefs, rootRefs, asRecord } = await import(
+  path.join(root, "out/programflow-visualization/reachability.js")
+);
+
+// ---------------------------------------------------------------- fake sizes
+// No DOM here, so approximate what measure.ts will do for real (§6.2).
+const ROW_H = 22;
+const HEADER_H = 24;
+const CHAR_W = 7.5;
+const PAD = 16;
+
+const boxWidth = (lines) =>
+  Math.max(90, PAD + CHAR_W * Math.max(...lines.map((l) => l.length), 0));
+
+// ---------------------------------------------------------------- graph build
+// Simplified stand-in for graph-model.ts (§6.1): flat graph, frames pinned to
+// the first layer, one FIXED_POS east port per referencing row, one west input
+// port per object node.
+
+const LAYOUT_OPTIONS = {
+  "elk.algorithm": "layered",
+  "elk.direction": "RIGHT",
+  "elk.edgeRouting": "ORTHOGONAL",
+  "elk.spacing.nodeNode": "25",
+  "elk.layered.spacing.nodeNodeBetweenLayers": "60",
+  "elk.layered.considerModelOrder.strategy": "NODES_AND_EDGES",
+};
+
+function valueText(v) {
+  return v.type === "ref" ? "" : String(v.value);
+}
+
+function rowsOfHeapValue(hv) {
+  switch (hv.type) {
+    case "dict": {
+      const keys = Object.values(asRecord(hv.keys));
+      const vals = Object.values(asRecord(hv.value));
+      return vals.map((v, i) => ({
+        label: `${valueText(keys[i]) || "*"} ${valueText(v)}`,
+        ref: v.type === "ref" ? v.value : undefined,
+      }));
+    }
+    case "instance":
+      return Object.entries(asRecord(hv.value)).map(([k, v]) => ({
+        label: `${k} ${valueText(v)}`,
+        ref: v.type === "ref" ? v.value : undefined,
+      }));
+    default:
+      return hv.value.map((v, i) => ({
+        label: `[${i}] ${valueText(v)}`,
+        ref: v.type === "ref" ? v.value : undefined,
+      }));
+  }
+}
+
+function headerOfHeapValue(hv) {
+  return hv.type === "instance" ? hv.name : hv.type;
+}
+
+function buildGraph(elem, collapsed = new Set()) {
+  const heap = asRecord(elem.heap);
+  const visible = visibleAddresses(elem, collapsed);
+  const children = [];
+  const edges = [];
+  let edgeId = 0;
+
+  const nodeFromRows = (id, header, rows, extra) => {
+    const labels = [header, ...rows.map((r) => r.label)];
+    const ports = rows
+      .map((r, i) => ({ row: r, i }))
+      .filter(({ row }) => row.ref !== undefined)
+      .map(({ i }) => ({
+        id: `${id}:${i}`,
+        width: 0,
+        height: 0,
+        x: boxWidth(labels),
+        y: HEADER_H + i * ROW_H + ROW_H / 2,
+        layoutOptions: { "elk.port.side": "EAST" },
+      }));
+    return {
+      id,
+      width: boxWidth(labels),
+      height: HEADER_H + rows.length * ROW_H,
+      ports,
+      layoutOptions: {
+        "elk.portConstraints": "FIXED_POS",
+        ...(extra ?? {}),
+      },
+    };
+  };
+
+  // Frames, in stack order, pinned to the first layer.
+  elem.stack.forEach((frame, index) => {
+    const rows = frame.locals.map((l) => ({
+      label: `${l.name} ${valueText(l)}`,
+      ref: l.type === "ref" ? l.value : undefined,
+    }));
+    const node = nodeFromRows(`frame:${index}`, frame.frameName, rows, {
+      "elk.layered.layering.layerConstraint": "FIRST",
+    });
+    children.push(node);
+    rows.forEach((r, i) => {
+      if (r.ref !== undefined && visible.has(r.ref)) {
+        edges.push({
+          id: `e${edgeId++}`,
+          sources: [`frame:${index}:${i}`],
+          targets: [`obj:${r.ref}:in`],
+        });
+      }
+    });
+  });
+
+  // Objects, ascending address.
+  const addresses = [...visible].sort((a, b) => a - b);
+  for (const address of addresses) {
+    const hv = heap[address];
+    if (!hv) { continue; }
+    const id = `obj:${address}`;
+    const isCollapsed = collapsed.has(address);
+    const rows = isCollapsed
+      ? [{ label: `${rowsOfHeapValue(hv).length} entries` }]
+      : rowsOfHeapValue(hv);
+    const node = nodeFromRows(id, headerOfHeapValue(hv), rows);
+    // Dedicated west input port (§6.1).
+    node.ports.unshift({
+      id: `${id}:in`,
+      width: 0,
+      height: 0,
+      x: 0,
+      y: HEADER_H / 2,
+      layoutOptions: { "elk.port.side": "WEST" },
+    });
+    children.push(node);
+    if (isCollapsed) { continue; }
+    rows.forEach((r, i) => {
+      if (r.ref !== undefined && visible.has(r.ref)) {
+        edges.push({
+          id: `e${edgeId++}`,
+          sources: [`${id}:${i}`],
+          targets: [`obj:${r.ref}:in`],
+        });
+      }
+    });
+  }
+
+  return { id: "root", layoutOptions: LAYOUT_OPTIONS, children, edges };
+}
+
+// ---------------------------------------------------------------- trace load
+function loadExampleTrace() {
+  const file = path.join(
+    root,
+    "src/programflow-visualization/web/example-trace-content.js"
+  );
+  const src = fs.readFileSync(file, "utf8");
+  const sandbox = { window: {} };
+  new Function("window", src)(sandbox.window);
+  return sandbox.window.__PROGRAMFLOW_TRACE__.trace;
+}
+
+// ---------------------------------------------------------------- fixtures
+function makeCyclicElem() {
+  //   selfRef -> [selfRef]            (self-loop)
+  //   left <-> right                  (two-object cycle)
+  return {
+    line: 1,
+    filePath: "example-cycles.py",
+    stack: [
+      {
+        frameName: "<module>",
+        locals: [
+          { name: "selfRef", type: "ref", value: 1 },
+          { name: "left", type: "ref", value: 2 },
+          { name: "right", type: "ref", value: 3 },
+        ],
+      },
+    ],
+    heap: {
+      1: { type: "list", value: [{ type: "ref", value: 1 }] },
+      2: { type: "instance", name: "Node", value: { other: { type: "ref", value: 3 } } },
+      3: { type: "instance", name: "Node", value: { other: { type: "ref", value: 2 } } },
+    },
+    stdout: "",
+  };
+}
+
+function syntheticElem(listCount) {
+  // A frame holding N lists, each list holding 4 instances. Rough stand-in for
+  // a mid-sized student program's heap.
+  const heap = {};
+  const locals = [];
+  let addr = 1;
+  for (let i = 0; i < listCount; i++) {
+    const listAddr = addr++;
+    const items = [];
+    for (let j = 0; j < 4; j++) {
+      const objAddr = addr++;
+      heap[objAddr] = {
+        type: "instance",
+        name: "Student",
+        value: { name: { type: "str", value: `s${objAddr}` }, grade: { type: "float", value: 1.5 } },
+      };
+      items.push({ type: "ref", value: objAddr });
+    }
+    heap[listAddr] = { type: "list", value: items };
+    locals.push({ name: `list${i}`, type: "ref", value: listAddr });
+  }
+  return { line: 1, filePath: "synthetic.py", stack: [{ frameName: "<module>", locals }], heap, stdout: "" };
+}
+
+// ---------------------------------------------------------------- reporting
+const flat = (g) => {
+  const out = new Map();
+  for (const c of g.children ?? []) { out.set(c.id, { x: c.x, y: c.y }); }
+  return out;
+};
+
+function report(title) {
+  console.log(`\n${"=".repeat(72)}\n${title}\n${"=".repeat(72)}`);
+}
+
+// ---------------------------------------------------------------- 1. bundle
+report("1. Bundle size (§2)");
+{
+  const webSrc = path.join(root, "src/programflow-visualization/web");
+  const base = await esbuild.build({
+    entryPoints: [path.join(webSrc, "webview.ts")],
+    bundle: true,
+    platform: "browser",
+    format: "iife",
+    write: false,
+  });
+  const withElk = await esbuild.build({
+    stdin: {
+      contents: `import ELK from "elkjs/lib/elk.bundled.js"; console.log(new ELK());`,
+      resolveDir: root,
+      loader: "ts",
+    },
+    bundle: true,
+    platform: "browser",
+    format: "iife",
+    write: false,
+  });
+  const minified = await esbuild.build({
+    stdin: {
+      contents: `import ELK from "elkjs/lib/elk.bundled.js"; console.log(new ELK());`,
+      resolveDir: root,
+      loader: "ts",
+    },
+    bundle: true,
+    minify: true,
+    platform: "browser",
+    format: "iife",
+    write: false,
+  });
+  const kb = (r) => (r.outputFiles[0].contents.byteLength / 1024).toFixed(0);
+  console.log(`  webview.js today            ${kb(base).padStart(6)} KiB`);
+  console.log(`  elkjs alone, unminified     ${kb(withElk).padStart(6)} KiB`);
+  console.log(`  elkjs alone, minified       ${kb(minified).padStart(6)} KiB`);
+}
+
+// ---------------------------------------------------------------- 2./3. trace
+const elk = new ELK();
+const trace = loadExampleTrace();
+
+report("2. Layout time over the example trace (§6.5)");
+const layouts = [];
+const times = [];
+for (const elem of trace) {
+  const graph = buildGraph(elem);
+  const t0 = performance.now();
+  const laid = await elk.layout(structuredClone(graph));
+  times.push(performance.now() - t0);
+  layouts.push(laid);
+}
+{
+  const rest = times.slice(1);
+  const sorted = [...rest].sort((a, b) => a - b);
+  const nodes = Math.max(...layouts.map((l) => l.children.length));
+  console.log(`  steps                       ${trace.length}`);
+  console.log(`  max nodes in a step         ${nodes}`);
+  console.log(`  first call (JIT warm-up)    ${times[0].toFixed(1)} ms`);
+  console.log(`  median after warm-up        ${sorted[sorted.length >> 1].toFixed(1)} ms`);
+  console.log(`  max after warm-up           ${Math.max(...rest).toFixed(1)} ms`);
+  console.log(`  budget (§6.5)               100 ms per step`);
+}
+
+report("2b. Scaling: synthetic graphs (does the budget hold for real programs?)");
+{
+  for (const listCount of [2, 5, 10, 20, 40]) {
+    const graph = buildGraph(syntheticElem(listCount));
+    const nodeCount = graph.children.length;
+    const runs = [];
+    for (let r = 0; r < 3; r++) {
+      const t0 = performance.now();
+      await elk.layout(structuredClone(graph));
+      runs.push(performance.now() - t0);
+    }
+    const best = Math.min(...runs);
+    const flag = best > 100 ? "  OVER BUDGET" : "";
+    console.log(
+      `  ${String(nodeCount).padStart(4)} nodes, ${String(graph.edges.length).padStart(4)} edges` +
+        ` -> ${best.toFixed(1).padStart(7)} ms${flag}`
+    );
+  }
+}
+
+report("2c. Performance knobs on a 101-node graph");
+{
+  const base = buildGraph(syntheticElem(20));
+  const knobs = {
+    "plan defaults": {},
+    "thoroughness 1": { "elk.layered.thoroughness": "1" },
+    "no considerModelOrder": { "elk.layered.considerModelOrder.strategy": "NONE" },
+    "edgeRouting POLYLINE": { "elk.edgeRouting": "POLYLINE" },
+    "crossingMin LAYER_SWEEP off": { "elk.layered.crossingMinimization.strategy": "INTERACTIVE" },
+    "thoroughness 1 + no model order": {
+      "elk.layered.thoroughness": "1",
+      "elk.layered.considerModelOrder.strategy": "NONE",
+    },
+  };
+  for (const [name, options] of Object.entries(knobs)) {
+    const graph = { ...base, layoutOptions: { ...LAYOUT_OPTIONS, ...options } };
+    const runs = [];
+    for (let r = 0; r < 3; r++) {
+      const t0 = performance.now();
+      await elk.layout(structuredClone(graph));
+      runs.push(performance.now() - t0);
+    }
+    const best = Math.min(...runs);
+    console.log(`  ${name.padEnd(32)} ${best.toFixed(1).padStart(7)} ms${best > 100 ? "  OVER BUDGET" : ""}`);
+  }
+}
+
+report("3. Step-to-step stability (§6.5)");
+{
+  const measure = (ls) => {
+    let compared = 0;
+    let moved = 0;
+    let worst = { d: 0, id: null, step: -1 };
+    for (let i = 1; i < ls.length; i++) {
+      const a = flat(ls[i - 1]);
+      const b = flat(ls[i]);
+      for (const [id, pa] of a) {
+        const pb = b.get(id);
+        if (!pb) { continue; }
+        compared++;
+        const d = Math.hypot(pa.x - pb.x, pa.y - pb.y);
+        if (d > 0.5) { moved++; }
+        if (d > worst.d) { worst = { d, id, step: i }; }
+      }
+    }
+    return { compared, moved, worst };
+  };
+
+  const plain = measure(layouts);
+  console.log(`  deterministic order only (current plan §6.5 step 1):`);
+  console.log(`    nodes present in both     ${plain.compared}`);
+  console.log(`    of those, moved           ${plain.moved}  (${((100 * plain.moved) / Math.max(1, plain.compared)).toFixed(1)} %)`);
+  console.log(`    largest single jump       ${plain.worst.d.toFixed(0)} px  (${plain.worst.id} at step ${plain.worst.step})`);
+
+  // §6.5 step 2: seed each layout with the previous step's coordinates.
+  // Several INTERACTIVE combinations, because they are not equally compatible
+  // with layerConstraint: FIRST (§4).
+  const variants = {
+    "all INTERACTIVE": {
+      "elk.layered.crossingMinimization.strategy": "INTERACTIVE",
+      "elk.layered.cycleBreaking.strategy": "INTERACTIVE",
+      "elk.layered.layering.strategy": "INTERACTIVE",
+      "elk.layered.nodePlacement.strategy": "INTERACTIVE",
+    },
+    "placement + crossings only": {
+      "elk.layered.crossingMinimization.strategy": "INTERACTIVE",
+      "elk.layered.nodePlacement.strategy": "INTERACTIVE",
+    },
+    "crossings only": {
+      "elk.layered.crossingMinimization.strategy": "INTERACTIVE",
+    },
+  };
+
+  for (const [name, options] of Object.entries(variants)) {
+    const seeded = [];
+    let previous = null;
+    let failure = null;
+    for (const elem of trace) {
+      const graph = buildGraph(elem);
+      graph.layoutOptions = { ...LAYOUT_OPTIONS, ...options };
+      if (previous) {
+        for (const c of graph.children) {
+          const p = previous.get(c.id);
+          if (p) { c.x = p.x; c.y = p.y; }
+        }
+      }
+      try {
+        const laid = await elk.layout(structuredClone(graph));
+        seeded.push(laid);
+        previous = flat(laid);
+      } catch (err) {
+        failure = String(err?.message ?? err).split("\n")[0].slice(0, 200);
+        break;
+      }
+    }
+    if (failure) {
+      console.log(`  seeded, ${name}: FAILED`);
+      console.log(`    ${failure}`);
+    } else {
+      const m = measure(seeded);
+      console.log(
+        `  seeded, ${name.padEnd(27)} moved ${String(m.moved).padStart(2)}/${m.compared}` +
+          ` (${((100 * m.moved) / Math.max(1, m.compared)).toFixed(0).padStart(3)} %), worst jump ${m.worst.d.toFixed(0)} px`
+      );
+    }
+  }
+}
+
+report("3b. Does layerConstraint FIRST survive a heap cycle? (§4)");
+{
+  // The failure above is about edge reversal. Default (GREEDY) cycle breaking only
+  // reverses edges inside cycles, and frames can never be in a cycle because nothing
+  // points at them — verify that on the cyclic graph.
+  const cyclic = makeCyclicElem();
+  try {
+    await elk.layout(buildGraph(cyclic));
+    console.log("  GREEDY cycle breaking + layerConstraint FIRST: OK");
+  } catch (err) {
+    console.log(`  FAILED: ${String(err?.message ?? err).split("\n")[0].slice(0, 200)}`);
+  }
+}
+
+report("3c. Stability when only VALUES change (no nodes added or removed)");
+{
+  // The 33 % above is contaminated: the example trace grows, and inserting a node
+  // legitimately shifts its neighbours. The real question is whether a step that
+  // changes nothing structural leaves the picture alone.
+  const base = syntheticElem(6);
+  const steps = [];
+  for (let s = 0; s < 8; s++) {
+    const elem = structuredClone(base);
+    // Mutate one float per step; structure and addresses stay identical.
+    const addresses = Object.keys(elem.heap);
+    const target = elem.heap[addresses[(s * 3) % addresses.length]];
+    if (target.type === "instance") { target.value.grade = { type: "float", value: 1 + s / 10 }; }
+    steps.push(elem);
+  }
+
+  const laidOut = [];
+  for (const elem of steps) {
+    laidOut.push(await elk.layout(structuredClone(buildGraph(elem))));
+  }
+
+  const churn = (ls) => {
+    let compared = 0;
+    let moved = 0;
+    let worst = 0;
+    for (let i = 1; i < ls.length; i++) {
+      const a = flat(ls[i - 1]);
+      const b = flat(ls[i]);
+      for (const [id, pa] of a) {
+        const pb = b.get(id);
+        if (!pb) { continue; }
+        compared++;
+        const d = Math.hypot(pa.x - pb.x, pa.y - pb.y);
+        if (d > 0.5) { moved++; }
+        worst = Math.max(worst, d);
+      }
+    }
+    return { compared, moved, worst };
+  };
+
+  const withOrder = churn(laidOut);
+  console.log(`  value-only steps, nodes compared  ${withOrder.compared}`);
+  console.log(`  of those, moved                   ${withOrder.moved}  (${((100 * withOrder.moved) / Math.max(1, withOrder.compared)).toFixed(1)} %)`);
+  console.log(`  largest jump                      ${withOrder.worst.toFixed(0)} px`);
+  console.log(`  -> ${withOrder.moved === 0 ? "STABLE: identical structure gives identical layout" : "UNSTABLE: layout churns without structural change"}`);
+
+  // considerModelOrder is the expensive option (§2c). Is it what buys the stability?
+  const withoutOrder = [];
+  for (const elem of steps) {
+    const graph = buildGraph(elem);
+    graph.layoutOptions = { ...LAYOUT_OPTIONS, "elk.layered.considerModelOrder.strategy": "NONE" };
+    withoutOrder.push(await elk.layout(structuredClone(graph)));
+  }
+  const off = churn(withoutOrder);
+  console.log(`  same, considerModelOrder NONE     moved ${off.moved}/${off.compared}, largest ${off.worst.toFixed(0)} px`);
+
+  // Does dropping model order change the row/node ORDER the user sees?
+  const orderOf = (l) => l.children.map((c) => c.id).join(",");
+  const yOrderOf = (l) =>
+    [...l.children].sort((p, q) => p.y - q.y || p.x - q.x).map((c) => c.id).join(",");
+  console.log(`  visual top-to-bottom order identical with/without model order: ` +
+    `${yOrderOf(laidOut[0]) === yOrderOf(withoutOrder[0])}`);
+  void orderOf;
+}
+
+report("3d. Stability when ONE node is appended to a list");
+{
+  // The common case while stepping: a list grows by one element.
+  const laidOut = [];
+  for (let extra = 0; extra < 5; extra++) {
+    const elem = syntheticElem(4);
+    const listAddr = Number(Object.keys(elem.heap).find((a) => elem.heap[a].type === "list"));
+    for (let k = 0; k < extra; k++) {
+      const newAddr = 1000 + k;
+      elem.heap[newAddr] = {
+        type: "instance",
+        name: "Student",
+        value: { name: { type: "str", value: `extra${k}` }, grade: { type: "float", value: 2 } },
+      };
+      elem.heap[listAddr].value.push({ type: "ref", value: newAddr });
+    }
+    laidOut.push(await elk.layout(structuredClone(buildGraph(elem))));
+  }
+
+  let compared = 0;
+  let moved = 0;
+  let worst = 0;
+  for (let i = 1; i < laidOut.length; i++) {
+    const a = flat(laidOut[i - 1]);
+    const b = flat(laidOut[i]);
+    for (const [id, pa] of a) {
+      const pb = b.get(id);
+      if (!pb) { continue; }
+      compared++;
+      const d = Math.hypot(pa.x - pb.x, pa.y - pb.y);
+      if (d > 0.5) { moved++; }
+      worst = Math.max(worst, d);
+    }
+  }
+  console.log(`  nodes surviving the append        ${compared}`);
+  console.log(`  of those, moved                   ${moved}  (${((100 * moved) / Math.max(1, compared)).toFixed(1)} %)`);
+  console.log(`  largest jump                      ${worst.toFixed(0)} px`);
+}
+
+// ---------------------------------------------------------------- 4. cycles
+report("4. Self-loops and back-edges with FIXED_POS ports (§6.1)");
+{
+  // The recorded example trace has no cycles, so use the hand-built fixture.
+  const laid = await elk.layout(buildGraph(makeCyclicElem()));
+  const byId = new Map(laid.children.map((c) => [c.id, c]));
+  console.log(`  nodes: ${laid.children.map((c) => `${c.id}@(${c.x|0},${c.y|0})`).join("  ")}`);
+  for (const e of laid.edges ?? []) {
+    const s = e.sections?.[0];
+    if (!s) {
+      console.log(`  ${e.id} ${e.sources} -> ${e.targets}: NO SECTION`);
+      continue;
+    }
+    const bends = s.bendPoints?.length ?? 0;
+    const selfLoop =
+      e.sources[0].split(":").slice(0, 2).join(":") ===
+      e.targets[0].split(":").slice(0, 2).join(":");
+    const backwards = s.endPoint.x < s.startPoint.x;
+    const span = Math.hypot(
+      s.endPoint.x - s.startPoint.x,
+      s.endPoint.y - s.startPoint.y
+    );
+    console.log(
+      `  ${e.id.padEnd(4)} ${String(e.sources).padEnd(16)} -> ${String(e.targets).padEnd(12)}` +
+        ` bends=${bends} span=${span.toFixed(0)}px` +
+        `${selfLoop ? "  SELF-LOOP" : ""}${backwards ? "  BACK-EDGE" : ""}`
+    );
+  }
+  // Does any edge path cross a node box it does not belong to?
+  const crossings = [];
+  for (const e of laid.edges ?? []) {
+    const s = e.sections?.[0];
+    if (!s) { continue; }
+    const pts = [s.startPoint, ...(s.bendPoints ?? []), s.endPoint];
+    const own = new Set([e.sources[0], e.targets[0]].map((p) => p.split(":").slice(0, 2).join(":")));
+    for (const c of laid.children) {
+      if (own.has(c.id)) { continue; }
+      for (const p of pts) {
+        if (p.x > c.x && p.x < c.x + c.width && p.y > c.y && p.y < c.y + c.height) {
+          crossings.push(`${e.id} through ${c.id}`);
+        }
+      }
+    }
+  }
+  console.log(`  bend points inside foreign node boxes: ${crossings.length ? crossings.join(", ") : "none"}`);
+  void byId;
+}
+
+console.log("");
diff --git a/package-lock.json b/package-lock.json
index 75e0e67b..9ebb2b6e 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,14 +1,15 @@
 {
 	"name": "write-your-python-program",
-	"version": "2.1.2",
+	"version": "2.3.0",
 	"lockfileVersion": 3,
 	"requires": true,
 	"packages": {
 		"": {
 			"name": "write-your-python-program",
-			"version": "2.1.2",
+			"version": "2.3.0",
 			"license": "See license in LICENSE",
 			"dependencies": {
+				"elkjs": "^0.12.0",
 				"linkerline": "^1.5.0",
 				"stringify-json": "^2.0.0",
 				"tmp": "^0.2.3",
@@ -1413,6 +1414,11 @@
 			"integrity": "sha512-I88TYZWc9XiYHRQ4/3c5rjjfgkjhLyW2luGIheGERbNQ6OY7yTybanSpDXZa8y7VUP9YmDcYa+eyq4ca7iLqWA==",
 			"dev": true
 		},
+		"node_modules/elkjs": {
+			"version": "0.12.0",
+			"resolved": "https://registry.npmjs.org/elkjs/-/elkjs-0.12.0.tgz",
+			"integrity": "sha512-YZcKynxVxYoKIOEpywEPwCFdg+BTbxQRNf3pbwdDCvc8O3kQD8bmIwSxKU1eOTVc4Xo+VG9Te+575mlfvOrhEQ=="
+		},
 		"node_modules/emoji-regex": {
 			"version": "8.0.0",
 			"resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
diff --git a/package.json b/package.json
index 94953019..33737f85 100644
--- a/package.json
+++ b/package.json
@@ -94,6 +94,7 @@
 		"build": "npm run compile && npm run build:web"
 	},
 	"dependencies": {
+		"elkjs": "^0.12.0",
 		"linkerline": "^1.5.0",
 		"stringify-json": "^2.0.0",
 		"tmp": "^0.2.3",
diff --git a/src/programflow-visualization/reachability.ts b/src/programflow-visualization/reachability.ts
index 0a36cfb1..504a603f 100644
--- a/src/programflow-visualization/reachability.ts
+++ b/src/programflow-visualization/reachability.ts
@@ -11,7 +11,7 @@ type RefValue = { type: 'ref'; value: Address };
  * types.ts, but after the IPC/JSON round trip they are plain objects. Everything here
  * goes through this helper instead of `Map` methods.
  */
-function asRecord<T>(mapLike: unknown): Record<string, T> {
+export function asRecord<T>(mapLike: unknown): Record<string, T> {
   return (mapLike ?? {}) as Record<string, T>;
 }
 

From 29db78c22a7e5152345e220587c9f3edeb71e953 Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Fri, 11 Sep 2026 14:45:42 +0200
Subject: [PATCH 11/20] implementation step

---
 elk-task/elk-plan.md                          |  28 +-
 package.json                                  |   3 +-
 scripts/build-web.mjs                         |   6 +
 src/programflow-visualization/graph-model.ts  | 273 ++++++++++++++++++
 src/programflow-visualization/web/elk-view.ts |  58 ++++
 .../web/graph-renderer.ts                     | 186 ++++++++++++
 src/programflow-visualization/web/index.html  |   7 +-
 src/programflow-visualization/web/measure.ts  | 112 +++++++
 .../web/node-view.ts                          |  73 +++++
 .../web/tsconfig.json                         |   7 +-
 src/programflow-visualization/web/webview.css | 154 ++++++++++
 src/programflow-visualization/web/webview.ts  |  61 +++-
 tsconfig.json                                 |   2 +
 13 files changed, 961 insertions(+), 9 deletions(-)
 create mode 100644 src/programflow-visualization/graph-model.ts
 create mode 100644 src/programflow-visualization/web/elk-view.ts
 create mode 100644 src/programflow-visualization/web/graph-renderer.ts
 create mode 100644 src/programflow-visualization/web/measure.ts
 create mode 100644 src/programflow-visualization/web/node-view.ts

diff --git a/elk-task/elk-plan.md b/elk-task/elk-plan.md
index 1757dd12..09f11044 100644
--- a/elk-task/elk-plan.md
+++ b/elk-task/elk-plan.md
@@ -409,12 +409,34 @@ Each step keeps the extension working.
    self-loop / back-edge routing. Results are folded into §2, §4, §6.1 and §6.5; the
    headlines are: cycles route cleanly, stability is a non-issue, `considerModelOrder` must
    go, minification is mandatory, and elkjs needs pre-warming.
-2. **Enable `minify` in `scripts/build-web.mjs`** before elkjs enters the bundle (§2).
-3. **Model + node-view + measure + render** behind a flag; `html-generator.ts` stays as
-   fallback. `node-view.ts` comes first: `measure.ts` cannot be written without it.
+2. ~~**Enable `minify` in `scripts/build-web.mjs`**~~ **Done** — watch builds stay readable,
+   production builds are minified. `webview.js` went 161 KiB → 112 KiB before elkjs, and
+   sits at 1555 KiB with it.
+3. ~~**Model + node-view + measure + render** behind a flag~~ **Done**. Files:
+   - `src/programflow-visualization/graph-model.ts` — `buildGraph`, `LAYOUT_OPTIONS`, id
+     helpers. It lives *next to* `reachability.ts`, not under `web/`, for the same reason:
+     `web/**` is excluded from the root `tsconfig.json`, so anything there cannot be
+     compiled to `out/` and therefore cannot be unit tested (§7.8).
+   - `web/node-view.ts` — `renderNode`, the single source of node markup.
+   - `web/measure.ts` — offscreen sizing; returns the elements it measured so the renderer
+     reuses them verbatim and sizes cannot drift.
+   - `web/graph-renderer.ts` — positions those elements, draws edges into one SVG, derives
+     the "Frames"/"Objects" bands from the node extents, wires collapse and hover.
+   - `web/elk-view.ts` — `prewarm()` and `renderStep()`, including the monotonic render
+     token that keeps a slow layout from overwriting a newer one.
+
+   Two supporting changes were needed: `skipLibCheck` in both `tsconfig.json`s, because
+   `elkjs/lib/elk-api.d.ts` does not survive strict checking, and a `compile:web` script
+   (`tsc -p src/programflow-visualization/web --noEmit`) wired into `npm test` — until now
+   nothing type-checked `web/**` at all.
+
+   The flag is `window.__PROGRAMFLOW_ELK__`, or `#elk` / `?elk=1` in web-dev mode. It
+   defaults to off, so `html-generator.ts` is still what ships.
 4. **Switch** `webview.ts` (`updateVisualization` / `updateRefArrows` / `updateIndent`) to
    the new pipeline once output looks right.
 5. **Collapsing**: click handling + reachability filter (`visibleAddresses` already exists).
+   *Largely in place from step 3*: header carets toggle `collapsed`, which survives
+   stepping. Still missing: keyboard focus order and a way to expand everything at once.
 6. **Pan/zoom + layout caching + elkjs pre-warm** (§6.5).
 7. **Styling pass**: theme variables, per-kind classes, neutral edges + hover highlighting.
 8. **Unit tests** in `src/test/unit` for the pure logic — no webview, no ELK run.
diff --git a/package.json b/package.json
index 33737f85..a9fb99ca 100644
--- a/package.json
+++ b/package.json
@@ -85,10 +85,11 @@
 	"scripts": {
 		"vscode:prepublish": "npm run build",
 		"compile": "tsc -p ./",
+		"compile:web": "tsc -p src/programflow-visualization/web --noEmit",
 		"lint": "eslint src --ext ts",
 		"watch": "tsc -watch -p ./",
 		"test:unit": "mocha --ui tdd \"out/test/unit/**/*.test.js\"",
-		"test": "npm run compile && npm run lint && npm run test:unit",
+		"test": "npm run compile && npm run compile:web && npm run lint && npm run test:unit",
 		"build:web": "node scripts/build-web.mjs",
 		"watch:web": "node scripts/build-web.mjs --watch",
 		"build": "npm run compile && npm run build:web"
diff --git a/scripts/build-web.mjs b/scripts/build-web.mjs
index a7bd2ae1..203e945b 100644
--- a/scripts/build-web.mjs
+++ b/scripts/build-web.mjs
@@ -13,6 +13,10 @@ const webSrc = path.join(root, "src/programflow-visualization/web");
 const webOut = path.join(root, "out/programflow-visualization/web");
 const watch = process.argv.includes("--watch");
 
+// elkjs is ~3.4 MB unminified and dominates the bundle, so production builds are
+// minified (see elk-task/elk-plan.md 2). Watch builds stay readable for debugging.
+const minify = !watch;
+
 fs.mkdirSync(webOut, { recursive: true });
 
 // Bundle webview.ts -> out/.../webview.js
@@ -21,6 +25,7 @@ const webviewCtx = await esbuild.context({
   bundle: true,
   platform: "browser",
   format: "iife",      // classic <script src="...">
+  minify,
   sourcemap: true,
   outfile: path.join(webOut, "webview.js"),
 });
@@ -31,6 +36,7 @@ const adapterCtx = await esbuild.context({
   bundle: true,
   platform: "browser",
   format: "iife",
+  minify,
   sourcemap: true,
   outfile: path.join(webOut, "vscode-host-adapter.js"),
 });
diff --git a/src/programflow-visualization/graph-model.ts b/src/programflow-visualization/graph-model.ts
new file mode 100644
index 00000000..f8f761fd
--- /dev/null
+++ b/src/programflow-visualization/graph-model.ts
@@ -0,0 +1,273 @@
+// Builds the ELK graph for one trace step. See elk-task/elk-plan.md 6.1.
+//
+// Structure only: no sizes, no DOM. measure.ts fills width/height and port
+// positions, then elk.layout() assigns coordinates.
+import type { ElkExtendedEdge, ElkNode, ElkPort } from "elkjs/lib/elk-api";
+import type { Address, BackendTraceElem, HeapValue, Value } from "./types";
+import { asRecord, outgoingRefs, visibleAddresses } from "./reachability";
+
+export type NodeKind =
+  | "frame"
+  | "current-frame"
+  | "list"
+  | "tuple"
+  | "set"
+  | "dict"
+  | "instance";
+
+/** One `key | value` line inside a node. `ref` is set when the line holds a reference. */
+export type RowModel = {
+  key: string;
+  value: string;
+  ref?: Address;
+  /** `return` rows are highlighted, as they are today. */
+  isReturn?: boolean;
+};
+
+export type NodeModel = {
+  id: string;
+  kind: NodeKind;
+  header: string;
+  rows: RowModel[];
+  /** Heap address, absent for frames. Only object nodes can be collapsed. */
+  address?: Address;
+  collapsed: boolean;
+  /** Shown instead of the rows while collapsed, e.g. "12 elements". */
+  summary: string;
+};
+
+export type VizGraph = {
+  /** Handed to elk.layout(). Node content is *not* in here — ELK may drop unknown fields. */
+  graph: ElkNode;
+  /** Node id -> content, for measure.ts and graph-renderer.ts. */
+  nodes: Map<string, NodeModel>;
+};
+
+/**
+ * Layout options settled by the spike (elk-task/spike/spike.mjs):
+ * - cycleBreaking stays at its GREEDY default, or `layerConstraint: FIRST` throws
+ *   as soon as an edge is reversed into a frame (plan 4).
+ * - considerModelOrder is deliberately absent: it buys no stability and costs 2.5x
+ *   (plan 6.5). Stability comes from emitting nodes in a deterministic order.
+ */
+export const LAYOUT_OPTIONS: Record<string, string> = {
+  "elk.algorithm": "layered",
+  "elk.direction": "RIGHT",
+  "elk.edgeRouting": "ORTHOGONAL",
+  "elk.spacing.nodeNode": "25",
+  "elk.layered.spacing.nodeNodeBetweenLayers": "60",
+};
+
+export const frameNodeId = (index: number): string => `frame:${index}`;
+export const objectNodeId = (address: Address): string => `obj:${address}`;
+export const rowPortId = (nodeId: string, rowIndex: number): string =>
+  `${nodeId}:${rowIndex}`;
+export const inputPortId = (nodeId: string): string => `${nodeId}:in`;
+
+/** Primitive rendering, matching html-generator.getCorrectValueOf. */
+export function formatValue(value: Value): string {
+  switch (value.type) {
+    case "ref":
+      return "";
+    case "none":
+      return "None";
+    default:
+      return String(value.value);
+  }
+}
+
+function dictKeyLabel(key: Value | undefined): string {
+  if (!key) {
+    return "";
+  }
+  return key.type === "ref" ? "" : formatValue(key);
+}
+
+function headerOf(heapValue: HeapValue): string {
+  return heapValue.type === "instance" ? heapValue.name : heapValue.type;
+}
+
+function summaryOf(heapValue: HeapValue, rowCount: number): string {
+  switch (heapValue.type) {
+    case "dict":
+      return `${rowCount} ${rowCount === 1 ? "entry" : "entries"}`;
+    case "instance":
+      return `${rowCount} ${rowCount === 1 ? "field" : "fields"}`;
+    default:
+      return `${rowCount} ${rowCount === 1 ? "element" : "elements"}`;
+  }
+}
+
+/**
+ * Rows of a heap object. list/tuple/set render vertically like dict and instance
+ * (plan 5.2), with the index playing the role of the key.
+ */
+export function rowsOfHeapValue(heapValue: HeapValue): RowModel[] {
+  switch (heapValue.type) {
+    case "dict": {
+      const keys = asRecord<Value>(heapValue.keys);
+      const values = asRecord<Value>(heapValue.value);
+      return Object.keys(values).map((slot) => {
+        const value = values[slot];
+        return {
+          key: dictKeyLabel(keys[slot]),
+          value: formatValue(value),
+          ref: value.type === "ref" ? value.value : undefined,
+        };
+      });
+    }
+    case "instance": {
+      const fields = asRecord<Value>(heapValue.value);
+      return Object.keys(fields).map((name) => {
+        const value = fields[name];
+        return {
+          key: name,
+          value: formatValue(value),
+          ref: value.type === "ref" ? value.value : undefined,
+        };
+      });
+    }
+    case "set":
+      // A set has no index, so the key column stays empty.
+      return heapValue.value.map((value) => ({
+        key: "",
+        value: formatValue(value),
+        ref: value.type === "ref" ? value.value : undefined,
+      }));
+    default:
+      return heapValue.value.map((value, index) => ({
+        key: `[${index}]`,
+        value: formatValue(value),
+        ref: value.type === "ref" ? value.value : undefined,
+      }));
+  }
+}
+
+function elkNodeFor(model: NodeModel, extraOptions?: Record<string, string>): ElkNode {
+  const ports: ElkPort[] = [];
+
+  // Objects get one west input port so arrowheads always land in the same place
+  // (plan 6.1). Frames are never targets, so they do not get one.
+  if (model.address !== undefined) {
+    ports.push({
+      id: inputPortId(model.id),
+      width: 0,
+      height: 0,
+      layoutOptions: { "elk.port.side": "WEST" },
+    });
+  }
+
+  if (!model.collapsed) {
+    model.rows.forEach((row, index) => {
+      if (row.ref === undefined) {
+        return;
+      }
+      ports.push({
+        id: rowPortId(model.id, index),
+        width: 0,
+        height: 0,
+        layoutOptions: { "elk.port.side": "EAST" },
+      });
+    });
+  }
+
+  return {
+    id: model.id,
+    // Filled in by measure.ts; ELK requires them to exist.
+    width: 0,
+    height: 0,
+    ports,
+    layoutOptions: {
+      "elk.portConstraints": "FIXED_POS",
+      ...extraOptions,
+    },
+  };
+}
+
+export function buildGraph(
+  elem: BackendTraceElem,
+  collapsed: ReadonlySet<Address> = new Set()
+): VizGraph {
+  const heap = asRecord<HeapValue>(elem.heap);
+  const visible = visibleAddresses(elem, collapsed);
+  const models = new Map<string, NodeModel>();
+  const children: ElkNode[] = [];
+  const edges: ElkExtendedEdge[] = [];
+
+  const addEdge = (sourcePort: string, target: Address) => {
+    edges.push({
+      id: `edge:${sourcePort}->${target}`,
+      sources: [sourcePort],
+      targets: [inputPortId(objectNodeId(target))],
+    });
+  };
+
+  // Frames, in stack order. The *last* entry is the currently executing frame;
+  // html-generator marked index 0 instead, which was the <module> frame (plan 2).
+  const lastFrameIndex = elem.stack.length - 1;
+  elem.stack.forEach((frame, index) => {
+    const id = frameNodeId(index);
+    const model: NodeModel = {
+      id,
+      kind: index === lastFrameIndex ? "current-frame" : "frame",
+      header: frame.frameName === "<module>" ? "Global" : frame.frameName,
+      rows: frame.locals.map((local) => ({
+        key: local.name,
+        value: formatValue(local),
+        ref: local.type === "ref" ? local.value : undefined,
+        isReturn: local.name === "return",
+      })),
+      collapsed: false,
+      summary: "",
+    };
+    models.set(id, model);
+    children.push(
+      elkNodeFor(model, { "elk.layered.layering.layerConstraint": "FIRST" })
+    );
+    model.rows.forEach((row, rowIndex) => {
+      if (row.ref !== undefined && visible.has(row.ref)) {
+        addEdge(rowPortId(id, rowIndex), row.ref);
+      }
+    });
+  });
+
+  // Objects, ascending address, so the order is identical across steps (plan 6.5).
+  const addresses = [...visible].sort((a, b) => a - b);
+  for (const address of addresses) {
+    const heapValue = heap[address];
+    if (!heapValue) {
+      continue;
+    }
+    const id = objectNodeId(address);
+    const rows = rowsOfHeapValue(heapValue);
+    const isCollapsed = collapsed.has(address);
+    const model: NodeModel = {
+      id,
+      kind: heapValue.type,
+      header: headerOf(heapValue),
+      rows,
+      address,
+      collapsed: isCollapsed,
+      summary: summaryOf(heapValue, rows.length),
+    };
+    models.set(id, model);
+    children.push(elkNodeFor(model));
+
+    if (isCollapsed) {
+      continue;
+    }
+    rows.forEach((row, rowIndex) => {
+      if (row.ref !== undefined && visible.has(row.ref)) {
+        addEdge(rowPortId(id, rowIndex), row.ref);
+      }
+    });
+  }
+
+  return {
+    graph: { id: "root", layoutOptions: LAYOUT_OPTIONS, children, edges },
+    nodes: models,
+  };
+}
+
+/** Addresses a heap object points at. Re-exported so callers need one import. */
+export { outgoingRefs };
diff --git a/src/programflow-visualization/web/elk-view.ts b/src/programflow-visualization/web/elk-view.ts
new file mode 100644
index 00000000..88f20ea5
--- /dev/null
+++ b/src/programflow-visualization/web/elk-view.ts
@@ -0,0 +1,58 @@
+// Ties the pipeline together: model -> measure -> ELK -> DOM.
+// See elk-task/elk-plan.md 6.
+import ELK from "elkjs/lib/elk.bundled.js";
+import type { Address, BackendTraceElem } from "../types";
+import { buildGraph } from "../graph-model";
+import { ensureFontsReady, measureGraph } from "./measure";
+import { renderGraph, type RenderOptions } from "./graph-renderer";
+
+// No workerUrl: elkjs then uses its in-process fake worker. A real Web Worker
+// would be blocked anyway, the webview CSP has no worker-src (plan 2).
+let elk: InstanceType<typeof ELK> | null = null;
+
+function elkInstance(): InstanceType<typeof ELK> {
+  if (!elk) {
+    elk = new ELK();
+  }
+  return elk;
+}
+
+// Layout is async, and steps can be requested faster than they finish. Only the
+// most recent request is allowed to touch the DOM.
+let renderToken = 0;
+
+/**
+ * The first layout pays ~330 ms of JIT warm-up (spike, plan 6.5). Doing it on a
+ * throwaway graph at start-up keeps that cost out of the first real step.
+ */
+export async function prewarm(): Promise<void> {
+  await ensureFontsReady();
+  try {
+    await elkInstance().layout({
+      id: "prewarm",
+      children: [
+        { id: "a", width: 10, height: 10 },
+        { id: "b", width: 10, height: 10 },
+      ],
+      edges: [{ id: "e", sources: ["a"], targets: ["b"] }],
+    });
+  } catch {
+    // Warm-up only; a failure here says nothing about real layouts.
+  }
+}
+
+export async function renderStep(
+  container: HTMLElement,
+  elem: BackendTraceElem,
+  collapsed: ReadonlySet<Address>,
+  options: RenderOptions = {}
+): Promise<void> {
+  const token = ++renderToken;
+  const viz = buildGraph(elem, collapsed);
+  const elements = measureGraph(viz);
+  const laidOut = await elkInstance().layout(viz.graph);
+  if (token !== renderToken) {
+    return;
+  }
+  renderGraph(container, laidOut, viz.nodes, elements, options);
+}
diff --git a/src/programflow-visualization/web/graph-renderer.ts b/src/programflow-visualization/web/graph-renderer.ts
new file mode 100644
index 00000000..ddcf6cac
--- /dev/null
+++ b/src/programflow-visualization/web/graph-renderer.ts
@@ -0,0 +1,186 @@
+// Draws a laid-out graph. See elk-task/elk-plan.md 6.3.
+//
+// Takes the elements measure.ts already produced and positions them at the
+// coordinates ELK computed. Edges go into one SVG overlay behind the nodes.
+import type { ElkExtendedEdge, ElkNode } from "elkjs/lib/elk-api";
+import type { NodeModel } from "../graph-model";
+import { headerElement } from "./node-view";
+
+const SVG_NS = "http://www.w3.org/2000/svg";
+const MARGIN = 24;
+/** Room above the nodes for the "Frames" / "Objects" captions. */
+const BAND_HEIGHT = 28;
+
+export type RenderOptions = {
+  /** Called when a collapsible node header is activated. */
+  onToggle?: (address: number) => void;
+};
+
+function pointsOf(edge: ElkExtendedEdge): Array<{ x: number; y: number }> {
+  const section = edge.sections?.[0];
+  if (!section) {
+    return [];
+  }
+  return [section.startPoint, ...(section.bendPoints ?? []), section.endPoint];
+}
+
+function arrowMarker(): SVGMarkerElement {
+  const marker = document.createElementNS(SVG_NS, "marker");
+  marker.setAttribute("id", "elk-arrowhead");
+  marker.setAttribute("viewBox", "0 0 8 8");
+  marker.setAttribute("refX", "7");
+  marker.setAttribute("refY", "4");
+  marker.setAttribute("markerWidth", "7");
+  marker.setAttribute("markerHeight", "7");
+  marker.setAttribute("orient", "auto-start-reverse");
+  const path = document.createElementNS(SVG_NS, "path");
+  path.setAttribute("d", "M 0 0 L 8 4 L 0 8 z");
+  path.setAttribute("class", "elk-arrowhead");
+  marker.append(path);
+  return marker;
+}
+
+function band(label: string, left: number, width: number): HTMLElement {
+  const element = document.createElement("div");
+  element.className = "elk-band";
+  element.textContent = label;
+  element.style.left = `${left}px`;
+  element.style.top = `${MARGIN}px`;
+  element.style.height = `${BAND_HEIGHT}px`;
+  element.style.width = `${Math.max(width, 0)}px`;
+  return element;
+}
+
+export function renderGraph(
+  container: HTMLElement,
+  laidOut: ElkNode,
+  models: Map<string, NodeModel>,
+  elements: Map<string, HTMLElement>,
+  options: RenderOptions = {}
+): void {
+  container.textContent = "";
+  container.classList.add("elk-canvas");
+
+  const children = laidOut.children ?? [];
+  const portToNode = new Map<string, string>();
+  for (const child of children) {
+    for (const port of child.ports ?? []) {
+      portToNode.set(port.id, child.id);
+    }
+  }
+
+  const width = Math.max(
+    ...children.map((child) => (child.x ?? 0) + (child.width ?? 0)),
+    0
+  );
+  const height = Math.max(
+    ...children.map((child) => (child.y ?? 0) + (child.height ?? 0)),
+    0
+  );
+  container.style.width = `${width + 2 * MARGIN}px`;
+  container.style.height = `${height + BAND_HEIGHT + 2 * MARGIN}px`;
+
+  const offsetY = MARGIN + BAND_HEIGHT;
+
+  // Edges first: the SVG sits behind the nodes.
+  const svg = document.createElementNS(SVG_NS, "svg");
+  svg.setAttribute("class", "elk-edges");
+  svg.setAttribute("width", `${width + 2 * MARGIN}`);
+  svg.setAttribute("height", `${height + BAND_HEIGHT + 2 * MARGIN}`);
+  const defs = document.createElementNS(SVG_NS, "defs");
+  defs.append(arrowMarker());
+  svg.append(defs);
+
+  const edgesByNode = new Map<string, SVGPathElement[]>();
+  const track = (nodeId: string | undefined, path: SVGPathElement) => {
+    if (!nodeId) {
+      return;
+    }
+    const list = edgesByNode.get(nodeId);
+    if (list) {
+      list.push(path);
+    } else {
+      edgesByNode.set(nodeId, [path]);
+    }
+  };
+
+  for (const edge of (laidOut.edges ?? []) as ElkExtendedEdge[]) {
+    const points = pointsOf(edge);
+    if (points.length < 2) {
+      continue;
+    }
+    const path = document.createElementNS(SVG_NS, "path");
+    path.setAttribute(
+      "d",
+      points
+        .map((point, index) => `${index === 0 ? "M" : "L"} ${point.x + MARGIN} ${point.y + offsetY}`)
+        .join(" ")
+    );
+    path.setAttribute("class", "elk-edge");
+    path.setAttribute("marker-end", "url(#elk-arrowhead)");
+    svg.append(path);
+    track(portToNode.get(edge.sources[0]), path);
+    track(portToNode.get(edge.targets[0]), path);
+  }
+  container.append(svg);
+
+  // Nodes.
+  let framesRight = Number.NEGATIVE_INFINITY;
+  let objectsLeft = Number.POSITIVE_INFINITY;
+
+  for (const child of children) {
+    const element = elements.get(child.id);
+    const model = models.get(child.id);
+    if (!element || !model) {
+      continue;
+    }
+    element.style.position = "absolute";
+    element.style.left = `${(child.x ?? 0) + MARGIN}px`;
+    element.style.top = `${(child.y ?? 0) + offsetY}px`;
+    element.style.width = `${child.width ?? 0}px`;
+
+    if (model.address === undefined) {
+      framesRight = Math.max(framesRight, (child.x ?? 0) + (child.width ?? 0));
+    } else {
+      objectsLeft = Math.min(objectsLeft, child.x ?? 0);
+      const header = headerElement(element);
+      const address = model.address;
+      const toggle = () => options.onToggle?.(address);
+      header?.addEventListener("click", toggle);
+      header?.addEventListener("keydown", (event) => {
+        const key = (event as KeyboardEvent).key;
+        if (key === "Enter" || key === " ") {
+          event.preventDefault();
+          toggle();
+        }
+      });
+    }
+
+    // Hovering a node highlights everything it is connected to (plan 6.4).
+    element.addEventListener("mouseenter", () => {
+      container.classList.add("elk-dimming");
+      element.classList.add("elk-node-active");
+      for (const path of edgesByNode.get(child.id) ?? []) {
+        path.classList.add("elk-edge-active");
+      }
+    });
+    element.addEventListener("mouseleave", () => {
+      container.classList.remove("elk-dimming");
+      element.classList.remove("elk-node-active");
+      for (const path of edgesByNode.get(child.id) ?? []) {
+        path.classList.remove("elk-edge-active");
+      }
+    });
+
+    container.append(element);
+  }
+
+  // Column captions, derived from where the nodes actually ended up: there are no
+  // container nodes to hang them off (plan 4).
+  if (framesRight > Number.NEGATIVE_INFINITY) {
+    container.append(band("Frames", MARGIN, framesRight));
+  }
+  if (objectsLeft < Number.POSITIVE_INFINITY) {
+    container.append(band("Objects", objectsLeft + MARGIN, width - objectsLeft));
+  }
+}
diff --git a/src/programflow-visualization/web/index.html b/src/programflow-visualization/web/index.html
index f0382ab6..a5a91052 100644
--- a/src/programflow-visualization/web/index.html
+++ b/src/programflow-visualization/web/index.html
@@ -18,7 +18,7 @@
 
 <body>
   <div class="column scrollable" id="viz">
-    <div class="row">
+    <div class="row" id="legacy-headers">
       <div class="column floating-left">
         <div class="row title">Frames</div>
         <div class="divider"></div>
@@ -29,10 +29,13 @@
       </div>
     </div>
 
-    <div class="row">
+    <div class="row" id="legacy-columns">
       <div class="column floating-left floating-left-content" id="frames"></div>
       <div class="column floating-right floating-right-content" id="objects"></div>
     </div>
+
+    <!-- ELK-based visualization, see elk-task/elk-plan.md -->
+    <div id="elk-canvas" hidden></div>
   </div>
 
   <div class="row" id="bottom-area">
diff --git a/src/programflow-visualization/web/measure.ts b/src/programflow-visualization/web/measure.ts
new file mode 100644
index 00000000..16c3b7cc
--- /dev/null
+++ b/src/programflow-visualization/web/measure.ts
@@ -0,0 +1,112 @@
+// Offscreen measurement. See elk-task/elk-plan.md 6.2.
+//
+// ELK needs a width and a height for every node before it can lay anything out,
+// and our nodes are HTML, so the browser has to be asked. The elements measured
+// here are handed to graph-renderer.ts and reused verbatim, which is the only
+// way to guarantee that what was measured is what gets drawn.
+import type { ElkNode } from "elkjs/lib/elk-api";
+import type { VizGraph } from "../graph-model";
+import { inputPortId, rowPortId } from "../graph-model";
+import { renderNode, headerElement, rowElements } from "./node-view";
+
+const HOST_ID = "elk-measure-host";
+
+/** Wide enough that nothing wraps for want of room; nodes size to their content. */
+const HOST_WIDTH_PX = 4000;
+
+function measureHost(): HTMLElement {
+  const existing = document.getElementById(HOST_ID);
+  if (existing) {
+    existing.textContent = "";
+    return existing;
+  }
+  const host = document.createElement("div");
+  host.id = HOST_ID;
+  // visibility: hidden, never display: none -- a display:none subtree has no
+  // layout boxes at all and every measurement comes back zero.
+  host.style.cssText = [
+    "position: absolute",
+    "visibility: hidden",
+    "pointer-events: none",
+    "left: -20000px",
+    "top: 0",
+    `width: ${HOST_WIDTH_PX}px`,
+  ].join("; ");
+  document.body.append(host);
+  return host;
+}
+
+/**
+ * Web fonts change text metrics, so anything measured before they load is wrong.
+ * Await this once before the first layout.
+ */
+export function ensureFontsReady(): Promise<void> {
+  const fonts = (document as Document & { fonts?: { ready: Promise<unknown> } }).fonts;
+  return fonts ? fonts.ready.then(() => undefined) : Promise.resolve();
+}
+
+/**
+ * Fills width/height on every node of `viz.graph` and positions its ports.
+ * Returns the rendered elements by node id.
+ */
+export function measureGraph(viz: VizGraph): Map<string, HTMLElement> {
+  const host = measureHost();
+  const elements = new Map<string, HTMLElement>();
+  const children: ElkNode[] = viz.graph.children ?? [];
+
+  // Write phase: build the whole subtree first, so the reads below trigger a
+  // single layout pass instead of one per node.
+  for (const child of children) {
+    const model = viz.nodes.get(child.id);
+    if (!model) {
+      continue;
+    }
+    const element = renderNode(model);
+    elements.set(child.id, element);
+    host.append(element);
+  }
+
+  // Read phase.
+  for (const child of children) {
+    const element = elements.get(child.id);
+    if (!element) {
+      continue;
+    }
+    const nodeBox = element.getBoundingClientRect();
+    const width = Math.ceil(nodeBox.width);
+    const height = Math.ceil(nodeBox.height);
+    child.width = width;
+    child.height = height;
+
+    const model = viz.nodes.get(child.id);
+    const rowCenters = rowElements(element).map((row) => {
+      const box = row.getBoundingClientRect();
+      return box.top + box.height / 2 - nodeBox.top;
+    });
+    const header = headerElement(element);
+    const headerBox = header?.getBoundingClientRect();
+    const headerCenter = headerBox
+      ? headerBox.top + headerBox.height / 2 - nodeBox.top
+      : height / 2;
+
+    for (const port of child.ports ?? []) {
+      if (port.id === inputPortId(child.id)) {
+        // West side, level with the header, so the arrowhead points at the title.
+        port.x = 0;
+        port.y = Math.round(headerCenter);
+        continue;
+      }
+      const rowIndex = (model?.rows ?? []).findIndex(
+        (_, index) => rowPortId(child.id, index) === port.id
+      );
+      port.x = width;
+      port.y =
+        rowIndex >= 0 && rowCenters[rowIndex] !== undefined
+          ? Math.round(rowCenters[rowIndex])
+          : Math.round(height / 2);
+    }
+  }
+
+  host.textContent = "";
+  return elements;
+}
diff --git a/src/programflow-visualization/web/node-view.ts b/src/programflow-visualization/web/node-view.ts
new file mode 100644
index 00000000..d5a33b5d
--- /dev/null
+++ b/src/programflow-visualization/web/node-view.ts
@@ -0,0 +1,73 @@
+// The single source of node markup. See elk-task/elk-plan.md 6.
+//
+// measure.ts renders these offscreen to obtain sizes, graph-renderer.ts renders
+// them for real. Both must call renderNode, never build markup of their own, or
+// measured sizes stop matching what is drawn.
+import type { NodeModel, RowModel } from "../graph-model";
+
+export const NODE_CLASS = "elk-node";
+export const HEADER_CLASS = "elk-node-header";
+export const ROWS_CLASS = "elk-node-rows";
+export const ROW_CLASS = "elk-row";
+
+function div(className: string, text?: string): HTMLDivElement {
+  const element = document.createElement("div");
+  element.className = className;
+  if (text !== undefined) {
+    // textContent, not innerHTML: trace values are program data.
+    element.textContent = text;
+  }
+  return element;
+}
+
+function renderRow(row: RowModel): HTMLElement {
+  const element = div(ROW_CLASS);
+  const key = div("elk-row-key" + (row.isReturn ? " return-value" : ""), row.key);
+  const value = div("elk-row-value", row.value);
+  if (row.ref !== undefined) {
+    element.classList.add("elk-row-ref");
+  }
+  element.append(key, value);
+  return element;
+}
+
+export function renderNode(model: NodeModel): HTMLElement {
+  const node = div(`${NODE_CLASS} elk-${model.kind}`);
+  node.dataset.nodeId = model.id;
+
+  const header = div(HEADER_CLASS);
+  const collapsible = model.address !== undefined;
+  if (collapsible) {
+    // Discoverable and keyboard-operable (plan 6.3).
+    header.classList.add("elk-collapsible");
+    header.setAttribute("role", "button");
+    header.setAttribute("tabindex", "0");
+    header.setAttribute("aria-expanded", String(!model.collapsed));
+    header.append(div("elk-caret", model.collapsed ? "\u25B8" : "\u25BE"));
+  }
+  header.append(div("elk-node-title", model.header));
+  node.append(header);
+
+  const rows = div(ROWS_CLASS);
+  if (model.collapsed) {
+    node.classList.add("elk-collapsed");
+    rows.append(div(`${ROW_CLASS} elk-summary`, model.summary));
+  } else {
+    for (const row of model.rows) {
+      rows.append(renderRow(row));
+    }
+  }
+  node.append(rows);
+
+  return node;
+}
+
+/** Row elements of a rendered node, in model order. */
+export function rowElements(node: HTMLElement): HTMLElement[] {
+  const rows = node.querySelector(`.${ROWS_CLASS}`);
+  return rows ? (Array.from(rows.children) as HTMLElement[]) : [];
+}
+
+export function headerElement(node: HTMLElement): HTMLElement | null {
+  return node.querySelector(`.${HEADER_CLASS}`);
+}
diff --git a/src/programflow-visualization/web/tsconfig.json b/src/programflow-visualization/web/tsconfig.json
index 36c3b4c1..ad34f560 100644
--- a/src/programflow-visualization/web/tsconfig.json
+++ b/src/programflow-visualization/web/tsconfig.json
@@ -2,8 +2,11 @@
 {
   "extends": "../../../tsconfig.json",
   "compilerOptions": {
-    "lib": ["es2017", "dom"],
-    "types": []
+    // es2019 for Array.prototype.flatMap, used by ../reachability.ts.
+    "lib": ["es2019", "dom"],
+    "types": [],
+    // elkjs ships a .d.ts that does not survive strict checking.
+    "skipLibCheck": true
   },
   "include": ["**/*.ts"],
   "exclude": ["../../../node_modules", "../../../.vscode-test"]
diff --git a/src/programflow-visualization/web/webview.css b/src/programflow-visualization/web/webview.css
index d2b57d1a..b7ced1bb 100644
--- a/src/programflow-visualization/web/webview.css
+++ b/src/programflow-visualization/web/webview.css
@@ -10,6 +10,11 @@ body {
   box-sizing: border-box;
 }
 
+/* .row/.column set display, which would otherwise beat the UA [hidden] rule. */
+[hidden] {
+  display: none !important;
+}
+
 .floating-right {
   float: right;
   width: 65%;
@@ -196,3 +201,152 @@ body {
 #bottom-area button {
   line-height: 18px;
 }
+
+/* ------------------------------------------------------------------ */
+/* ELK-based visualization. See elk-task/elk-plan.md 6.4.              */
+/* ------------------------------------------------------------------ */
+
+.elk-canvas {
+  position: relative;
+}
+
+.elk-edges {
+  position: absolute;
+  left: 0;
+  top: 0;
+  /* The SVG spans the canvas and sits behind the nodes. */
+  pointer-events: none;
+}
+
+.elk-band {
+  position: absolute;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-weight: 600;
+  letter-spacing: 0.08em;
+  text-transform: uppercase;
+  font-size: 11px;
+  opacity: 0.6;
+  border-bottom: 1px solid var(--vscode-panel-border, #bbb);
+}
+
+.elk-node {
+  position: absolute;
+  /* Shrink to content, but never so wide that one long value dominates. */
+  width: max-content;
+  min-width: 120px;
+  max-width: 280px;
+  border: 1px solid var(--vscode-panel-border, rgb(209, 209, 209));
+  border-radius: 4px;
+  background-color: var(--vscode-editorWidget-background, rgba(56, 56, 56, 0.9));
+  color: var(--vscode-editorWidget-foreground, white);
+  font-size: 13px;
+  overflow: hidden;
+}
+
+.elk-node-header {
+  display: flex;
+  align-items: center;
+  gap: 4px;
+  padding: 3px 6px;
+  font-weight: 600;
+  background-color: var(--vscode-editorWidget-border, rgba(128, 128, 128, 0.25));
+}
+
+.elk-collapsible {
+  cursor: pointer;
+}
+
+.elk-collapsible:focus-visible {
+  outline: 1px solid var(--vscode-focusBorder, #4d64ff);
+  outline-offset: -1px;
+}
+
+.elk-caret {
+  flex: 0 0 auto;
+  opacity: 0.8;
+}
+
+.elk-node-title {
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+/* Table layout keeps the key column aligned across rows while each row keeps a
+   box of its own -- measure.ts needs that box to place the row's port. */
+.elk-node-rows {
+  display: table;
+  width: 100%;
+}
+
+.elk-row {
+  display: table-row;
+}
+
+.elk-row-key,
+.elk-row-value {
+  display: table-cell;
+  padding: 2px 6px;
+  vertical-align: middle;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.elk-row-key {
+  text-align: right;
+  opacity: 0.75;
+  max-width: 110px;
+}
+
+.elk-row-value {
+  max-width: 180px;
+  border-left: 1px solid var(--vscode-panel-border, grey);
+}
+
+.elk-summary {
+  display: table-cell;
+  padding: 2px 6px;
+  font-style: italic;
+  opacity: 0.7;
+}
+
+/* Frames keep the shared node background so the text stays legible in every
+   theme; only the left accent tells them apart. */
+.elk-frame {
+  border-left: 4px solid var(--vscode-descriptionForeground, grey);
+}
+
+.elk-current-frame {
+  border-left: 4px solid var(--vscode-focusBorder, #4d64ff);
+}
+
+.elk-edge {
+  fill: none;
+  stroke: var(--vscode-editorLineNumber-foreground, #888);
+  stroke-width: 1.5;
+}
+
+.elk-arrowhead {
+  fill: var(--vscode-editorLineNumber-foreground, #888);
+}
+
+.elk-edge-active {
+  stroke: var(--vscode-focusBorder, #4d64ff);
+  stroke-width: 2.5;
+}
+
+/* Hovering a node fades everything it is not connected to. */
+.elk-canvas.elk-dimming .elk-node:not(.elk-node-active) {
+  opacity: 0.45;
+}
+
+.elk-canvas.elk-dimming .elk-edge:not(.elk-edge-active) {
+  opacity: 0.2;
+}
+
+.elk-node-active {
+  border-color: var(--vscode-focusBorder, #4d64ff);
+}
diff --git a/src/programflow-visualization/web/webview.ts b/src/programflow-visualization/web/webview.ts
index 5b6bf949..756435b7 100644
--- a/src/programflow-visualization/web/webview.ts
+++ b/src/programflow-visualization/web/webview.ts
@@ -1,7 +1,8 @@
 // Render and control the program-flow visualization UI inside the webview
 import { HTMLGenerator } from "./html-generator";
 import LinkerLine from "linkerline";
-import type { BackendTraceElem, FrontendTraceElem } from "../types";
+import type { Address, BackendTraceElem, FrontendTraceElem } from "../types";
+import { prewarm, renderStep } from "./elk-view";
 
 type ResetMsg = {
   command: "reset";
@@ -23,6 +24,28 @@ let trace: BackendTraceElem[] = [];
 let traceComplete = false;
 let traceIndex = 0;
 
+/**
+ * Opt-in switch for the ELK pipeline while it is being built (elk-task/elk-plan.md 7).
+ * Enable with `#elk` or `?elk=1` in web-dev mode, or `window.__PROGRAMFLOW_ELK__ = true`.
+ */
+const useElk = (() => {
+  const anyWin = window as any;
+  if (typeof anyWin.__PROGRAMFLOW_ELK__ === "boolean") {
+    return anyWin.__PROGRAMFLOW_ELK__ as boolean;
+  }
+  try {
+    return (
+      window.location.hash.includes("elk") ||
+      new URLSearchParams(window.location.search).get("elk") === "1"
+    );
+  } catch {
+    return false;
+  }
+})();
+
+/** Heap objects the user has folded away. Kept across steps on purpose. */
+const collapsed = new Set<Address>();
+
 type NavType = "first" | "prev" | "next" | "last";
 
 const gen = new HTMLGenerator();
@@ -69,6 +92,13 @@ function renderCurrent() {
   }
 
   const backendElem = trace[traceIndex];
+
+  if (useElk) {
+    updateStdout(backendElem.stdout);
+    void renderElk(backendElem);
+    return;
+  }
+
   const frontendElem = gen.generateHTML(backendElem);
 
   updateVisualization(frontendElem);
@@ -76,6 +106,27 @@ function renderCurrent() {
   updateRefArrows(frontendElem);
 }
 
+function updateStdout(output: string) {
+  const stdoutLog = $("#stdout-log");
+  stdoutLog.innerHTML = output;
+  stdoutLog.scrollTo(0, stdoutLog.scrollHeight);
+}
+
+function renderElk(elem: BackendTraceElem): Promise<void> {
+  return renderStep($("#elk-canvas"), elem, collapsed, {
+    onToggle: (address) => {
+      if (collapsed.has(address)) {
+        collapsed.delete(address);
+      } else {
+        collapsed.add(address);
+      }
+      void renderElk(trace[traceIndex]);
+    },
+  }).catch((err) => {
+    console.error("ELK layout failed:", err);
+  });
+}
+
 function postCurrentHighlight() {
   if (trace.length === 0) {
     return;
@@ -252,6 +303,14 @@ window.addEventListener("programflow:append", (e: Event) => {
 
 
 function setupUi() {
+  if (useElk) {
+    $("#legacy-headers").hidden = true;
+    $("#legacy-columns").hidden = true;
+    $("#elk-canvas").hidden = false;
+    // Warm elkjs up while the user is still reading the first step.
+    void prewarm().then(renderCurrent);
+  }
+
   // Disable until first reset arrives
   setDisabled("#nextButton", true);
   setDisabled("#lastButton", true);
diff --git a/tsconfig.json b/tsconfig.json
index 342b7493..e5432907 100644
--- a/tsconfig.json
+++ b/tsconfig.json
@@ -9,6 +9,8 @@
 		"types": ["node"],
 		"sourceMap": true,
 		"rootDir": "src",
+		/* elkjs ships a .d.ts that does not survive strict checking. */
+		"skipLibCheck": true,
 		"strict": true   /* enable all strict type-checking options */
 		/* Additional Checks */
 		// "noImplicitReturns": true, /* Report error when not all code paths in function return a value. */

From 9997071d2e6ec26bba57f99eb70bb11a702171d6 Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Fri, 11 Sep 2026 15:13:22 +0200
Subject: [PATCH 12/20] switch to elk and collapsable

---
 elk-task/elk-plan.md                         | 27 ++++++--
 elk-task/spike/make-trace.py                 | 67 ++++++++++++++++++++
 src/programflow-visualization/web/index.html |  1 +
 src/programflow-visualization/web/webview.ts | 62 ++++++++++++++----
 4 files changed, 138 insertions(+), 19 deletions(-)
 create mode 100644 elk-task/spike/make-trace.py

diff --git a/elk-task/elk-plan.md b/elk-task/elk-plan.md
index 09f11044..83fffb33 100644
--- a/elk-task/elk-plan.md
+++ b/elk-task/elk-plan.md
@@ -432,11 +432,28 @@ Each step keeps the extension working.
 
    The flag is `window.__PROGRAMFLOW_ELK__`, or `#elk` / `?elk=1` in web-dev mode. It
    defaults to off, so `html-generator.ts` is still what ships.
-4. **Switch** `webview.ts` (`updateVisualization` / `updateRefArrows` / `updateIndent`) to
-   the new pipeline once output looks right.
-5. **Collapsing**: click handling + reachability filter (`visibleAddresses` already exists).
-   *Largely in place from step 3*: header carets toggle `collapsed`, which survives
-   stepping. Still missing: keyboard focus order and a way to expand everything at once.
+4. ~~**Switch** `webview.ts` to the new pipeline~~ **Done**. ELK is now the default;
+   `html-generator.ts` survives only behind `window.__PROGRAMFLOW_ELK__ = false` / `#legacy`
+   until step 9 deletes it. Two things came out of the switch:
+   - The slider had to be split early, ahead of §6.5: `input` now only moves the counter,
+     stdout and the editor highlight, `change` triggers the layout. Without it a single
+     drag queues a layout per pixel.
+   - `updateStdout` had to be rewritten rather than reused, because the traceback was
+     appended inside `generateHTML`. It is now built with `textContent` + a `span`
+     instead of string-concatenated `innerHTML`.
+
+   Checked against a real 37-step trace of `elk-task/example.py`, generated with the
+   throwaway `elk-task/spike/make-trace.py` (writes into `out/`, never `src/`): 19 nodes,
+   38 edges, no console errors, scrubbing does not re-lay out, releasing does.
+5. ~~**Collapsing**~~ **Done**. Headers carry `role="button"`, `tabindex="0"` and a caret;
+   click and Enter/Space both toggle. `collapsed` lives in `webview.ts` and survives
+   stepping. An **Expand all** button appears next to the step controls whenever anything
+   is collapsed — without it a collapsed node that lands off-screen is unrecoverable.
+
+   Verified against `example-anonymous.py`, which exists precisely because *every* object in
+   `example.py` also has a global name and therefore never disappears: collapsing `group`
+   removes Anna and Ben (13 nodes → 11), collapsing `holder` keeps Cleo (she is `shared`),
+   collapsing `outer` removes Dan *and* the anonymous inner list. Expand all restores 13.
 6. **Pan/zoom + layout caching + elkjs pre-warm** (§6.5).
 7. **Styling pass**: theme variables, per-kind classes, neutral edges + hover highlighting.
 8. **Unit tests** in `src/test/unit` for the pure logic — no webview, no ELK run.
diff --git a/elk-task/spike/make-trace.py b/elk-task/spike/make-trace.py
new file mode 100644
index 00000000..35a30228
--- /dev/null
+++ b/elk-task/spike/make-trace.py
@@ -0,0 +1,67 @@
+# Throwaway: generates a real trace for browser dev mode, so the ELK pipeline can be
+# checked against the example programs of elk-plan.md 9.1 instead of the tiny checked-in
+# placeholder. Deleted together with the rest of elk-task/spike (plan 7.9).
+#
+#   npm run build:web
+#   python3 elk-task/spike/make-trace.py elk-task/example.py
+#   (serve out/programflow-visualization/web over HTTP, open with #elk)
+#
+# Writes into out/, never into src/, so the checked-in placeholder stays untouched.
+import json
+import os
+import socket
+import subprocess
+import sys
+
+ROOT = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+GENERATOR = os.path.join(ROOT, "pytrace-generator", "main.py")
+TARGET = os.path.join(
+    ROOT, "out", "programflow-visualization", "web", "example-trace-content.js"
+)
+
+
+def read_entries(data):
+    entries = []
+    while data:
+        length = int.from_bytes(data[:4], byteorder="big", signed=False)
+        data = data[4:]
+        entries.append(json.loads(str(data[:length], encoding="utf-8")))
+        data = data[length:]
+    return entries
+
+
+def collect(python_file):
+    server = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
+    server.bind(("127.0.0.1", 0))
+    server.listen(1)
+    port = server.getsockname()[1]
+    process = subprocess.Popen(["python3", GENERATOR, python_file, str(port)])
+    connection, _ = server.accept()
+    data = bytearray()
+    while True:
+        buf = connection.recv(4096)
+        if not buf:
+            break
+        data.extend(buf)
+    connection.close()
+    server.close()
+    process.wait()
+    return read_entries(data)
+
+
+def main():
+    if len(sys.argv) != 2:
+        print(f"usage: {sys.argv[0]} <python-file>", file=sys.stderr)
+        return 2
+    entries = collect(os.path.abspath(sys.argv[1]))
+    payload = json.dumps({"complete": True, "trace": entries}, indent=1)
+    with open(TARGET, "w", encoding="utf-8") as f:
+        f.write("/* eslint-disable */\n")
+        f.write(f"// generated from {sys.argv[1]} by elk-task/spike/make-trace.py\n")
+        f.write(f"window.__PROGRAMFLOW_TRACE__ = {payload};\n")
+    print(f"{len(entries)} steps -> {TARGET}")
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/src/programflow-visualization/web/index.html b/src/programflow-visualization/web/index.html
index a5a91052..a09b7278 100644
--- a/src/programflow-visualization/web/index.html
+++ b/src/programflow-visualization/web/index.html
@@ -62,6 +62,7 @@
         <button class="margin-horizontal" id="prevButton" type="button" aria-label="Go to previous step" title="Previous step">&#9664</button>
         <button class="margin-horizontal" id="nextButton" type="button" aria-label="Go to next step" title="Next step">&#9654</button>
         <button class="margin-horizontal" id="lastButton" type="button" aria-label="Go to last step" title="Last step">&#9197</button>
+        <button class="margin-horizontal" id="expandAllButton" type="button" title="Expand every collapsed object" hidden>Expand all</button>
       </div>
     </div>
 
diff --git a/src/programflow-visualization/web/webview.ts b/src/programflow-visualization/web/webview.ts
index 756435b7..e175ca77 100644
--- a/src/programflow-visualization/web/webview.ts
+++ b/src/programflow-visualization/web/webview.ts
@@ -25,8 +25,9 @@ let traceComplete = false;
 let traceIndex = 0;
 
 /**
- * Opt-in switch for the ELK pipeline while it is being built (elk-task/elk-plan.md 7).
- * Enable with `#elk` or `?elk=1` in web-dev mode, or `window.__PROGRAMFLOW_ELK__ = true`.
+ * The ELK pipeline is the renderer (elk-task/elk-plan.md 7.4). `html-generator.ts` is kept
+ * as an escape hatch until it is deleted in the cleanup step; opt out with
+ * `window.__PROGRAMFLOW_ELK__ = false` or `#legacy` in web-dev mode.
  */
 const useElk = (() => {
   const anyWin = window as any;
@@ -34,12 +35,9 @@ const useElk = (() => {
     return anyWin.__PROGRAMFLOW_ELK__ as boolean;
   }
   try {
-    return (
-      window.location.hash.includes("elk") ||
-      new URLSearchParams(window.location.search).get("elk") === "1"
-    );
+    return !window.location.hash.includes("legacy");
   } catch {
-    return false;
+    return true;
   }
 })();
 
@@ -66,7 +64,7 @@ function clamp(n: number, min: number, max: number) {
 }
 
 //Rendering
-function renderCurrent() {
+function updateControls() {
   const max = Math.max(0, trace.length - 1);
   traceIndex = clamp(traceIndex, 0, max);
 
@@ -83,6 +81,10 @@ function renderCurrent() {
   setDisabled("#prevButton", traceIndex <= 0);
   setDisabled("#nextButton", traceIndex >= max);
   setDisabled("#lastButton", traceIndex >= max);
+}
+
+function renderCurrent() {
+  updateControls();
 
   // Nothing to show yet
   if (trace.length === 0) {
@@ -94,7 +96,7 @@ function renderCurrent() {
   const backendElem = trace[traceIndex];
 
   if (useElk) {
-    updateStdout(backendElem.stdout);
+    updateStdout(backendElem);
     void renderElk(backendElem);
     return;
   }
@@ -106,13 +108,21 @@ function renderCurrent() {
   updateRefArrows(frontendElem);
 }
 
-function updateStdout(output: string) {
+function updateStdout(elem: BackendTraceElem) {
   const stdoutLog = $("#stdout-log");
-  stdoutLog.innerHTML = output;
+  stdoutLog.textContent = elem.stdout;
+  if (elem.traceback !== undefined) {
+    const traceback = document.createElement("span");
+    traceback.className = "traceback-text";
+    traceback.textContent = elem.traceback;
+    stdoutLog.append(traceback);
+  }
   stdoutLog.scrollTo(0, stdoutLog.scrollHeight);
 }
 
 function renderElk(elem: BackendTraceElem): Promise<void> {
+  // A collapsed object can end up off-screen, so offer a way back without hunting for it.
+  $("#expandAllButton").hidden = collapsed.size === 0;
   return renderStep($("#elk-canvas"), elem, collapsed, {
     onToggle: (address) => {
       if (collapsed.has(address)) {
@@ -170,6 +180,23 @@ function slideTo(rawValue: string) {
   postCurrentHighlight();
 }
 
+/**
+ * While the slider is being dragged only the cheap parts follow along. Layout is far too
+ * expensive to run per `input` event (plan 6.5), so it waits for `change`.
+ */
+function scrubTo(rawValue: string) {
+  traceIndex = Number(rawValue) || 0;
+  if (!useElk) {
+    slideTo(rawValue);
+    return;
+  }
+  updateControls();
+  if (trace.length > 0) {
+    updateStdout(trace[traceIndex]);
+  }
+  postCurrentHighlight();
+}
+
 function updateVisualization(traceElem: FrontendTraceElem) {
   clearArrows();
 
@@ -330,11 +357,18 @@ function setupUi() {
   $("#lastButton").addEventListener("click", () => {
     navigate("last");
   });
+  $("#expandAllButton").addEventListener("click", () => {
+    collapsed.clear();
+    renderCurrent();
+  });
 
   // Slider input -> local navigation
-  ($("#traceSlider") as HTMLInputElement).addEventListener("input", (e: Event) => {
-    const value = (e.target as HTMLInputElement).value;
-    slideTo(value);
+  const slider = $("#traceSlider") as HTMLInputElement;
+  slider.addEventListener("input", (e: Event) => {
+    scrubTo((e.target as HTMLInputElement).value);
+  });
+  slider.addEventListener("change", (e: Event) => {
+    slideTo((e.target as HTMLInputElement).value);
   });
 
   // Optional: example trace mode

From d4e47de285d12211a98349e279a963f25e7ecae7 Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Fri, 11 Sep 2026 15:55:41 +0200
Subject: [PATCH 13/20] added pan/zoom

---
 elk-task/elk-plan.md                          |  43 ++++-
 src/programflow-visualization/web/elk-view.ts |  73 +++++++-
 .../web/graph-renderer.ts                     |  12 +-
 src/programflow-visualization/web/index.html  |   6 +-
 src/programflow-visualization/web/measure.ts  |  12 +-
 src/programflow-visualization/web/pan-zoom.ts | 174 ++++++++++++++++++
 src/programflow-visualization/web/webview.css |  18 ++
 src/programflow-visualization/web/webview.ts  |  37 +++-
 8 files changed, 353 insertions(+), 22 deletions(-)
 create mode 100644 src/programflow-visualization/web/pan-zoom.ts

diff --git a/elk-task/elk-plan.md b/elk-task/elk-plan.md
index 83fffb33..20665e41 100644
--- a/elk-task/elk-plan.md
+++ b/elk-task/elk-plan.md
@@ -454,7 +454,48 @@ Each step keeps the extension working.
    `example.py` also has a global name and therefore never disappears: collapsing `group`
    removes Anna and Ben (13 nodes → 11), collapsing `holder` keeps Cleo (she is `shared`),
    collapsing `outer` removes Dan *and* the anonymous inner list. Expand all restores 13.
-6. **Pan/zoom + layout caching + elkjs pre-warm** (§6.5).
+6. ~~**Pan/zoom + layout caching + elkjs pre-warm**~~ **Done** (§6.5). Pre-warm landed in
+   step 3. `#elk-canvas` now sits inside a new `#elk-viewport` (`overflow: hidden`) and a
+   single `transform` on the canvas moves nodes and edges together; `web/pan-zoom.ts` owns
+   it. The step controls and the stdout pane are outside the transform, so they never scale.
+
+   Decisions that came out of building it:
+   - **Auto-fit is a mode, not a one-off.** Fitting only on the first render of a trace
+     looked right and was wrong: step 0 is one 180×110 frame, so it fit at scale 1 and was
+     centred with `translate(610, 360)`; by the last step the graph is 1167×1405 and most
+     of it sat off-screen. Every render now re-fits *until the user pans or zooms*, after
+     which the view is theirs. The **Fit** button re-enables the mode.
+   - **Fit never zooms in.** A two-node graph blown up to fill the panel is unreadable, so
+     the scale is clamped at 1.
+   - **Zoom snaps to a ladder** (0.25 … 3) because fractional scales make the text soft.
+   - **Window listeners, not `setPointerCapture`.** Same effect — a drag survives the
+     cursor leaving the canvas — with less API surface and no capture to release.
+   - **A drag must not toggle a node.** Moving more than 3 px arms a capture-phase `click`
+     handler that swallows the synthetic click the browser fires on pointerup.
+   - **The cache cannot hold measured DOM elements.** On a cache hit `renderGraph` would
+     re-attach `click`/`keydown`/`mouseenter` to the *same* element instances, so one click
+     would toggle twice and cancel out. Measurement and rendering are now decoupled:
+     `measureGraph` only fills sizes and port positions and throws its elements away, and
+     `renderGraph` builds fresh ones from the same `renderNode`. "Measured == drawn" still
+     holds because `renderNode` is deterministic and `renderGraph` writes back the measured
+     width.
+   - Cache key is `traceIndex` plus the sorted collapsed set, LRU-bounded at 40. It is
+     dropped on `programflow:reset` (a new trace makes every index stale) and on a
+     `<body>` class mutation, which is how VS Code signals a theme change.
+
+   Verified in the browser against the 37-step `example.py` trace, no console errors:
+   auto-fit picks scale 0.5 for the 1167×1405 last step and centres it; wheel zoom walks
+   the ladder 1 → 1.1 → 1.25 → 1.5 and back while the graph point under the cursor stays
+   pinned to (−110, 40) exactly; a 60×48 drag from a node header pans by exactly that and
+   leaves the node expanded, while a clean click on the same header collapses it
+   (`aria-expanded="false"`, Expand all appears); Fit restores the framed transform.
+   Caching was proved by probe element: re-visiting a step repaints synchronously, a
+   never-visited step does not.
+
+   **Not verifiable in this harness:** the `ResizeObserver` that re-fits on panel resize.
+   The test page reports `visibilityState: "hidden"`, so the rendering pipeline is parked
+   and neither `requestAnimationFrame` nor `ResizeObserver` callbacks are ever delivered.
+   (Which is itself a confirmation of §6.6's third point.)
 7. **Styling pass**: theme variables, per-kind classes, neutral edges + hover highlighting.
 8. **Unit tests** in `src/test/unit` for the pure logic — no webview, no ELK run.
    *Done for the collapse filter*: `src/programflow-visualization/reachability.ts` plus
diff --git a/src/programflow-visualization/web/elk-view.ts b/src/programflow-visualization/web/elk-view.ts
index 88f20ea5..b00e8200 100644
--- a/src/programflow-visualization/web/elk-view.ts
+++ b/src/programflow-visualization/web/elk-view.ts
@@ -1,8 +1,9 @@
 // Ties the pipeline together: model -> measure -> ELK -> DOM.
 // See elk-task/elk-plan.md 6.
 import ELK from "elkjs/lib/elk.bundled.js";
+import type { ElkNode } from "elkjs/lib/elk-api";
 import type { Address, BackendTraceElem } from "../types";
-import { buildGraph } from "../graph-model";
+import { buildGraph, type NodeModel } from "../graph-model";
 import { ensureFontsReady, measureGraph } from "./measure";
 import { renderGraph, type RenderOptions } from "./graph-renderer";
 
@@ -21,6 +22,38 @@ function elkInstance(): InstanceType<typeof ELK> {
 // most recent request is allowed to touch the DOM.
 let renderToken = 0;
 
+type CacheEntry = { laidOut: ElkNode; models: Map<string, NodeModel> };
+
+/**
+ * Stepping back and forth re-visits the same graphs constantly, and layout is the
+ * expensive part (plan 6.5). Bounded, or a long trace keeps every step ever visited.
+ */
+const MAX_CACHED_LAYOUTS = 40;
+const layoutCache = new Map<string, CacheEntry>();
+
+/**
+ * Text metrics are baked into every cached layout, so anything that changes them -- a
+ * theme switch, an editor font-size change -- invalidates all of it.
+ */
+export function clearLayoutCache(): void {
+  layoutCache.clear();
+}
+
+function cacheKey(step: string, collapsed: ReadonlySet<Address>): string {
+  return `${step}|${[...collapsed].sort((a, b) => a - b).join(",")}`;
+}
+
+function remember(key: string, entry: CacheEntry): void {
+  layoutCache.set(key, entry);
+  while (layoutCache.size > MAX_CACHED_LAYOUTS) {
+    const oldest = layoutCache.keys().next();
+    if (oldest.done) {
+      break;
+    }
+    layoutCache.delete(oldest.value);
+  }
+}
+
 /**
  * The first layout pays ~330 ms of JIT warm-up (spike, plan 6.5). Doing it on a
  * throwaway graph at start-up keeps that cost out of the first real step.
@@ -41,18 +74,50 @@ export async function prewarm(): Promise<void> {
   }
 }
 
+export type StepRenderOptions = RenderOptions & {
+  /** Identifies the step; together with the collapsed set it keys the layout cache. */
+  step: string;
+  /** Bounds of the drawn graph, reported after every render so the caller can fit. */
+  onBounds?: (width: number, height: number) => void;
+};
+
 export async function renderStep(
   container: HTMLElement,
   elem: BackendTraceElem,
   collapsed: ReadonlySet<Address>,
-  options: RenderOptions = {}
+  options: StepRenderOptions
 ): Promise<void> {
   const token = ++renderToken;
+  const key = cacheKey(options.step, collapsed);
+
+  const cached = layoutCache.get(key);
+  if (cached) {
+    // Re-insert so this becomes the most recently used entry.
+    layoutCache.delete(key);
+    layoutCache.set(key, cached);
+    paint(container, cached, options);
+    return;
+  }
+
   const viz = buildGraph(elem, collapsed);
-  const elements = measureGraph(viz);
+  measureGraph(viz);
   const laidOut = await elkInstance().layout(viz.graph);
   if (token !== renderToken) {
     return;
   }
-  renderGraph(container, laidOut, viz.nodes, elements, options);
+  const entry: CacheEntry = { laidOut, models: viz.nodes };
+  remember(key, entry);
+  paint(container, entry, options);
+}
+
+function paint(
+  container: HTMLElement,
+  entry: CacheEntry,
+  options: StepRenderOptions
+): void {
+  renderGraph(container, entry.laidOut, entry.models, options);
+  options.onBounds?.(
+    parseFloat(container.style.width) || 0,
+    parseFloat(container.style.height) || 0
+  );
 }
diff --git a/src/programflow-visualization/web/graph-renderer.ts b/src/programflow-visualization/web/graph-renderer.ts
index ddcf6cac..f8b1bce1 100644
--- a/src/programflow-visualization/web/graph-renderer.ts
+++ b/src/programflow-visualization/web/graph-renderer.ts
@@ -1,10 +1,10 @@
 // Draws a laid-out graph. See elk-task/elk-plan.md 6.3.
 //
-// Takes the elements measure.ts already produced and positions them at the
-// coordinates ELK computed. Edges go into one SVG overlay behind the nodes.
+// Builds the node elements from the same `renderNode` measure.ts used, then places them at
+// the coordinates ELK computed. Edges go into one SVG overlay behind the nodes.
 import type { ElkExtendedEdge, ElkNode } from "elkjs/lib/elk-api";
 import type { NodeModel } from "../graph-model";
-import { headerElement } from "./node-view";
+import { headerElement, renderNode } from "./node-view";
 
 const SVG_NS = "http://www.w3.org/2000/svg";
 const MARGIN = 24;
@@ -55,7 +55,6 @@ export function renderGraph(
   container: HTMLElement,
   laidOut: ElkNode,
   models: Map<string, NodeModel>,
-  elements: Map<string, HTMLElement>,
   options: RenderOptions = {}
 ): void {
   container.textContent = "";
@@ -129,12 +128,11 @@ export function renderGraph(
   let objectsLeft = Number.POSITIVE_INFINITY;
 
   for (const child of children) {
-    const element = elements.get(child.id);
     const model = models.get(child.id);
-    if (!element || !model) {
+    if (!model) {
       continue;
     }
-    element.style.position = "absolute";
+    const element = renderNode(model);
     element.style.left = `${(child.x ?? 0) + MARGIN}px`;
     element.style.top = `${(child.y ?? 0) + offsetY}px`;
     element.style.width = `${child.width ?? 0}px`;
diff --git a/src/programflow-visualization/web/index.html b/src/programflow-visualization/web/index.html
index a09b7278..864f5600 100644
--- a/src/programflow-visualization/web/index.html
+++ b/src/programflow-visualization/web/index.html
@@ -35,7 +35,10 @@
     </div>
 
     <!-- ELK-based visualization, see elk-task/elk-plan.md -->
-    <div id="elk-canvas" hidden></div>
+    <!-- #elk-viewport clips and receives the pan/zoom gestures, #elk-canvas is transformed -->
+    <div id="elk-viewport" hidden>
+      <div id="elk-canvas"></div>
+    </div>
   </div>
 
   <div class="row" id="bottom-area">
@@ -63,6 +66,7 @@
         <button class="margin-horizontal" id="nextButton" type="button" aria-label="Go to next step" title="Next step">&#9654</button>
         <button class="margin-horizontal" id="lastButton" type="button" aria-label="Go to last step" title="Last step">&#9197</button>
         <button class="margin-horizontal" id="expandAllButton" type="button" title="Expand every collapsed object" hidden>Expand all</button>
+        <button class="margin-horizontal" id="fitButton" type="button" title="Zoom to fit" hidden>Fit</button>
       </div>
     </div>
 
diff --git a/src/programflow-visualization/web/measure.ts b/src/programflow-visualization/web/measure.ts
index 16c3b7cc..1a43b959 100644
--- a/src/programflow-visualization/web/measure.ts
+++ b/src/programflow-visualization/web/measure.ts
@@ -1,9 +1,9 @@
 // Offscreen measurement. See elk-task/elk-plan.md 6.2.
 //
-// ELK needs a width and a height for every node before it can lay anything out,
-// and our nodes are HTML, so the browser has to be asked. The elements measured
-// here are handed to graph-renderer.ts and reused verbatim, which is the only
-// way to guarantee that what was measured is what gets drawn.
+// ELK needs a width and a height for every node before it can lay anything out, and our
+// nodes are HTML, so the browser has to be asked. The elements built here are throwaway;
+// graph-renderer.ts builds its own from the same `renderNode`, which is what keeps the
+// measured size and the drawn size in agreement.
 import type { ElkNode } from "elkjs/lib/elk-api";
 import type { VizGraph } from "../graph-model";
 import { inputPortId, rowPortId } from "../graph-model";
@@ -47,9 +47,8 @@ export function ensureFontsReady(): Promise<void> {
 
 /**
  * Fills width/height on every node of `viz.graph` and positions its ports.
- * Returns the rendered elements by node id.
  */
-export function measureGraph(viz: VizGraph): Map<string, HTMLElement> {
+export function measureGraph(viz: VizGraph): void {
   const host = measureHost();
   const elements = new Map<string, HTMLElement>();
   const children: ElkNode[] = viz.graph.children ?? [];
@@ -108,5 +107,4 @@ export function measureGraph(viz: VizGraph): Map<string, HTMLElement> {
   }
 
   host.textContent = "";
-  return elements;
 }
diff --git a/src/programflow-visualization/web/pan-zoom.ts b/src/programflow-visualization/web/pan-zoom.ts
new file mode 100644
index 00000000..b2593aa8
--- /dev/null
+++ b/src/programflow-visualization/web/pan-zoom.ts
@@ -0,0 +1,174 @@
+// Pan and zoom for the visualization canvas. See elk-task/elk-plan.md 6.5.
+//
+// Everything ELK produced lives in one absolutely positioned canvas, so a single
+// `transform` on that element moves the node divs and the SVG edge overlay together --
+// no re-layout, no coordinate recomputation, and GPU-composited.
+
+/** Discrete steps: fractional scales make text look soft. */
+const ZOOM_STEPS = [0.25, 0.33, 0.5, 0.67, 0.75, 0.9, 1, 1.1, 1.25, 1.5, 1.75, 2, 2.5, 3];
+
+/** Pointer movement beyond this counts as a pan, and the trailing click is swallowed. */
+const DRAG_THRESHOLD_PX = 3;
+
+const FIT_PADDING_PX = 16;
+
+export type PanZoom = {
+  /** Scale the content to fit the viewport and centre it, and re-enable auto-fitting. */
+  fit(width: number, height: number): void;
+  /**
+   * Same, but does nothing once the user has panned or zoomed. Until then every render
+   * re-frames the graph, which matters because a trace grows from one node to dozens.
+   */
+  autoFit(width: number, height: number): void;
+};
+
+function nearestStep(scale: number): number {
+  return ZOOM_STEPS.reduce((best, step) =>
+    Math.abs(step - scale) < Math.abs(best - scale) ? step : best
+  );
+}
+
+function stepFrom(scale: number, direction: 1 | -1): number {
+  const index = ZOOM_STEPS.indexOf(nearestStep(scale));
+  return ZOOM_STEPS[Math.min(ZOOM_STEPS.length - 1, Math.max(0, index + direction))];
+}
+
+export function attachPanZoom(viewport: HTMLElement, canvas: HTMLElement): PanZoom {
+  let scale = 1;
+  let translateX = 0;
+  let translateY = 0;
+  /** Set once the user takes the view over, which switches auto-fitting off. */
+  let touched = false;
+  /** Size of the last graph drawn, so a resize can re-fit without being told again. */
+  let lastWidth = 0;
+  let lastHeight = 0;
+
+  const apply = () => {
+    canvas.style.transformOrigin = "0 0";
+    canvas.style.transform = `translate(${translateX}px, ${translateY}px) scale(${scale})`;
+  };
+
+  viewport.addEventListener(
+    "wheel",
+    (event: WheelEvent) => {
+      event.preventDefault();
+      const next = stepFrom(scale, event.deltaY < 0 ? 1 : -1);
+      if (next === scale) {
+        return;
+      }
+      touched = true;
+      // Keep the point under the cursor where it is.
+      const box = viewport.getBoundingClientRect();
+      const cursorX = event.clientX - box.left;
+      const cursorY = event.clientY - box.top;
+      translateX = cursorX - ((cursorX - translateX) / scale) * next;
+      translateY = cursorY - ((cursorY - translateY) / scale) * next;
+      scale = next;
+      apply();
+    },
+    { passive: false }
+  );
+
+  let pointerId: number | null = null;
+  let startX = 0;
+  let startY = 0;
+  let dragged = false;
+
+  const onMove = (event: PointerEvent) => {
+    if (pointerId !== event.pointerId) {
+      return;
+    }
+    const nextX = event.clientX - startX;
+    const nextY = event.clientY - startY;
+    if (
+      !dragged &&
+      Math.abs(nextX - translateX) < DRAG_THRESHOLD_PX &&
+      Math.abs(nextY - translateY) < DRAG_THRESHOLD_PX
+    ) {
+      return;
+    }
+    dragged = true;
+    touched = true;
+    viewport.classList.add("elk-panning");
+    translateX = nextX;
+    translateY = nextY;
+    apply();
+  };
+
+  const onUp = (event: PointerEvent) => {
+    if (pointerId !== event.pointerId) {
+      return;
+    }
+    pointerId = null;
+    viewport.classList.remove("elk-panning");
+    window.removeEventListener("pointermove", onMove);
+    window.removeEventListener("pointerup", onUp);
+    window.removeEventListener("pointercancel", onUp);
+  };
+
+  viewport.addEventListener("pointerdown", (event: PointerEvent) => {
+    if (event.button !== 0) {
+      return;
+    }
+    pointerId = event.pointerId;
+    startX = event.clientX - translateX;
+    startY = event.clientY - translateY;
+    dragged = false;
+    // Listening on window, not the viewport, keeps a drag alive when the cursor
+    // leaves the canvas -- same effect as pointer capture, without the capture API.
+    window.addEventListener("pointermove", onMove);
+    window.addEventListener("pointerup", onUp);
+    window.addEventListener("pointercancel", onUp);
+  });
+
+  // A pan that ends on a node header must not also toggle it.
+  viewport.addEventListener(
+    "click",
+    (event: MouseEvent) => {
+      if (dragged) {
+        event.stopPropagation();
+        event.preventDefault();
+        dragged = false;
+      }
+    },
+    true
+  );
+
+  const fit = (width: number, height: number) => {
+    const box = viewport.getBoundingClientRect();
+    if (width <= 0 || height <= 0 || box.width <= 0 || box.height <= 0) {
+      return;
+    }
+    lastWidth = width;
+    lastHeight = height;
+    const raw = Math.min(
+      (box.width - FIT_PADDING_PX) / width,
+      (box.height - FIT_PADDING_PX) / height
+    );
+    // Never zoom *in* to fit: a two-node graph blown up to full width is unreadable.
+    scale = raw >= 1 ? 1 : nearestStep(raw);
+    translateX = Math.max(0, (box.width - width * scale) / 2);
+    translateY = Math.max(0, (box.height - height * scale) / 2);
+    apply();
+  };
+
+  // Resizing the panel changes what "fits", so re-frame while auto-fitting is still on.
+  new ResizeObserver(() => {
+    if (!touched) {
+      fit(lastWidth, lastHeight);
+    }
+  }).observe(viewport);
+
+  return {
+    fit(width, height) {
+      // An explicit Fit is also a request to go back to being framed automatically.
+      touched = false;
+      fit(width, height);
+    },
+    autoFit(width, height) {
+      if (!touched) {
+        fit(width, height);
+      }
+    },
+  };
+}
diff --git a/src/programflow-visualization/web/webview.css b/src/programflow-visualization/web/webview.css
index b7ced1bb..8b10070c 100644
--- a/src/programflow-visualization/web/webview.css
+++ b/src/programflow-visualization/web/webview.css
@@ -206,6 +206,24 @@ body {
 /* ELK-based visualization. See elk-task/elk-plan.md 6.4.              */
 /* ------------------------------------------------------------------ */
 
+/* The viewport clips and owns the gestures; only #elk-canvas is transformed, so the
+   step controls and the stdout pane never scale. */
+#elk-viewport {
+  flex-grow: 1;
+  /* Without this the flex default min-height:auto lets the canvas stretch #viz. */
+  min-height: 0;
+  position: relative;
+  overflow: hidden;
+  cursor: grab;
+  /* Stop the browser from claiming wheel/drag before the handlers see them. */
+  touch-action: none;
+  overscroll-behavior: contain;
+}
+
+#elk-viewport.elk-panning {
+  cursor: grabbing;
+}
+
 .elk-canvas {
   position: relative;
 }
diff --git a/src/programflow-visualization/web/webview.ts b/src/programflow-visualization/web/webview.ts
index e175ca77..ba275933 100644
--- a/src/programflow-visualization/web/webview.ts
+++ b/src/programflow-visualization/web/webview.ts
@@ -2,7 +2,8 @@
 import { HTMLGenerator } from "./html-generator";
 import LinkerLine from "linkerline";
 import type { Address, BackendTraceElem, FrontendTraceElem } from "../types";
-import { prewarm, renderStep } from "./elk-view";
+import { clearLayoutCache, prewarm, renderStep } from "./elk-view";
+import { attachPanZoom, type PanZoom } from "./pan-zoom";
 
 type ResetMsg = {
   command: "reset";
@@ -44,6 +45,10 @@ const useElk = (() => {
 /** Heap objects the user has folded away. Kept across steps on purpose. */
 const collapsed = new Set<Address>();
 
+let panZoom: PanZoom | undefined;
+/** Bounds of the last render, so the Fit button has something to fit to. */
+let lastBounds = { width: 0, height: 0 };
+
 type NavType = "first" | "prev" | "next" | "last";
 
 const gen = new HTMLGenerator();
@@ -124,6 +129,7 @@ function renderElk(elem: BackendTraceElem): Promise<void> {
   // A collapsed object can end up off-screen, so offer a way back without hunting for it.
   $("#expandAllButton").hidden = collapsed.size === 0;
   return renderStep($("#elk-canvas"), elem, collapsed, {
+    step: String(traceIndex),
     onToggle: (address) => {
       if (collapsed.has(address)) {
         collapsed.delete(address);
@@ -132,6 +138,10 @@ function renderElk(elem: BackendTraceElem): Promise<void> {
       }
       void renderElk(trace[traceIndex]);
     },
+    onBounds: (width, height) => {
+      lastBounds = { width, height };
+      panZoom?.autoFit(width, height);
+    },
   }).catch((err) => {
     console.error("ELK layout failed:", err);
   });
@@ -317,6 +327,8 @@ window.addEventListener("programflow:reset", (e: Event) => {
   const msg = (e as CustomEvent<ResetMsg>).detail;
   trace = msg.trace ?? [];
   traceComplete = !!msg.complete;
+  // A reset means a different trace, so every cached layout is keyed on stale indices.
+  clearLayoutCache();
   renderCurrent();
   postCurrentHighlight();
 });
@@ -333,7 +345,10 @@ function setupUi() {
   if (useElk) {
     $("#legacy-headers").hidden = true;
     $("#legacy-columns").hidden = true;
-    $("#elk-canvas").hidden = false;
+    $("#elk-viewport").hidden = false;
+    $("#fitButton").hidden = false;
+    panZoom = attachPanZoom($("#elk-viewport"), $("#elk-canvas"));
+    watchThemeChanges();
     // Warm elkjs up while the user is still reading the first step.
     void prewarm().then(renderCurrent);
   }
@@ -361,6 +376,9 @@ function setupUi() {
     collapsed.clear();
     renderCurrent();
   });
+  $("#fitButton").addEventListener("click", () => {
+    panZoom?.fit(lastBounds.width, lastBounds.height);
+  });
 
   // Slider input -> local navigation
   const slider = $("#traceSlider") as HTMLInputElement;
@@ -384,3 +402,18 @@ function setupUi() {
 }
 
 document.addEventListener("DOMContentLoaded", setupUi);
+
+/**
+ * VS Code signals a theme change by swapping the class on `<body>`. That changes the
+ * colours *and* potentially the font, so the cached layouts have to go (plan 6.5).
+ */
+function watchThemeChanges() {
+  const observer = new MutationObserver(() => {
+    clearLayoutCache();
+    renderCurrent();
+  });
+  observer.observe(document.body, {
+    attributes: true,
+    attributeFilter: ["class", "style"],
+  });
+}

From 375a26957b8398cf1d3de8c2db1434ee5daa0503 Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Fri, 11 Sep 2026 16:22:06 +0200
Subject: [PATCH 14/20] styling pass

---
 elk-task/elk-plan.md                          |  63 ++++++++++-
 elk-task/spike/layers.mjs                     |  24 ++++
 elk-task/spike/layers2.mjs                    |  28 +++++
 elk-task/spike/layers3.mjs                    |  27 +++++
 elk-task/spike/layers4.mjs                    |  43 +++++++
 elk-task/spike/layers5.mjs                    |  44 +++++++
 elk-task/spike/layers6.mjs                    |  44 +++++++
 elk-task/spike/opt-test.mjs                   |  32 ++++++
 elk-task/spike/opt-test2.mjs                  |  36 ++++++
 src/programflow-visualization/graph-model.ts  |  36 +++++-
 src/programflow-visualization/web/measure.ts  |  43 +++++--
 .../web/node-view.ts                          |   3 +
 src/programflow-visualization/web/webview.css | 107 +++++++++++++++---
 13 files changed, 497 insertions(+), 33 deletions(-)
 create mode 100644 elk-task/spike/layers.mjs
 create mode 100644 elk-task/spike/layers2.mjs
 create mode 100644 elk-task/spike/layers3.mjs
 create mode 100644 elk-task/spike/layers4.mjs
 create mode 100644 elk-task/spike/layers5.mjs
 create mode 100644 elk-task/spike/layers6.mjs
 create mode 100644 elk-task/spike/opt-test.mjs
 create mode 100644 elk-task/spike/opt-test2.mjs

diff --git a/elk-task/elk-plan.md b/elk-task/elk-plan.md
index 20665e41..b32e0ec0 100644
--- a/elk-task/elk-plan.md
+++ b/elk-task/elk-plan.md
@@ -496,7 +496,39 @@ Each step keeps the extension working.
    The test page reports `visibilityState: "hidden"`, so the rendering pipeline is parked
    and neither `requestAnimationFrame` nor `ResizeObserver` callbacks are ever delivered.
    (Which is itself a confirmation of §6.6's third point.)
-7. **Styling pass**: theme variables, per-kind classes, neutral edges + hover highlighting.
+7. ~~**Styling pass**: theme variables, per-kind classes, neutral edges + hover
+   highlighting.~~ **Done.** Every colour used by the new code is declared once in a
+   `:root` block of `--wypp-*` variables at the head of the ELK section of `webview.css`
+   and nowhere else, each mapping to a `--vscode-*` token with a literal fallback. Node
+   kinds are distinguished by a 4 px left accent taken from `--vscode-charts-*`
+   (frame/instance blue, list green, tuple purple, dict orange, set yellow), verified
+   distinct in the browser. Rows are zebra-striped with a translucent grey that works on a
+   light or a dark background. `--vscode-contrastBorder` drives the node outline so
+   high-contrast themes get a real border. Hover highlighting uses an `outline`, not
+   `border-color`, so it no longer clobbers the kind accent.
+
+   Two things this pass turned up:
+   - `[hidden]` did not hide `#elk-viewport`: the existing `.row { display: flex }` beats
+     the UA `[hidden]` rule, so `[hidden] { display: none !important }` is now set
+     explicitly.
+   - **A dict whose key is a reference had no incoming edge** (`{(1, 2): "even pair"}` in
+     `example-cycles.py`). `outgoingRefs` counts dict keys, so the tuples were *visible*,
+     but `buildGraph` only emitted an edge for the row's value. ELK correctly treated them
+     as graph roots and put them in layers 0 and 1 — **left of the Global frame** — which
+     made the Frames and Objects bands overlap and become meaningless. Two hours went into
+     suspecting `layerConstraint`, cycle breaking and port configuration; all three were
+     innocent (a synthetic graph proved the constraint is honoured even through cycles).
+     The graph was simply wrong. Fixed by giving such rows their own `keyPortId` port and
+     edge: the key cell now reads `[key]`, carries `.elk-key-ref`, and when a row has both
+     a key ref and a value ref the two ports sit at 1/3 and 2/3 of the row height so the
+     arrows do not leave from the same point. Band overlap is now 0 on every step of all
+     four test programs. Worth remembering: **when ELK puts a node somewhere absurd, check
+     the edges before you check the options.**
+
+   With the edges correct, `FIRST_SEPARATE` became the better layer constraint than
+   `FIRST` — frames get a layer to themselves, which is exactly what the two bands assume,
+   and it roughly halves layout time (`example.py`: worst step 74 ms → 42 ms, whole trace
+   1263 ms → 809 ms).
 8. **Unit tests** in `src/test/unit` for the pure logic — no webview, no ELK run.
    *Done for the collapse filter*: `src/programflow-visualization/reachability.ts` plus
    `src/test/unit/reachability.test.ts` (22 cases), run by `npm run test:unit`, which is
@@ -514,7 +546,7 @@ Each step keeps the extension working.
 | Rows modelled as fixed-position ports on the east edge | §5.1 |
 | Edge source = row port, target = declared west input port | §6.1 |
 | Node markup lives in one `node-view.ts`, shared by measure and render | §6 |
-| Flat graph, frames pinned to first layer, no outer containers | §4 |
+| Flat graph, frames pinned to a separate first layer, no outer containers | §4, §7.7 |
 | `Frames` / `Objects` headers stay, positioned from layout extents | §4 |
 | No per-frame line number in frame headers | §2 |
 | Collapse persists across steps; address-reuse caveat accepted | §6.3 |
@@ -593,3 +625,30 @@ student list hides edges but removes no nodes. Hence the other three.
 
 "Runs through `example.py` without errors" is criterion 1 of 11 — it proves the pipeline
 works, not that the feature does.
+
+### 9.4 Manual verification in the real webview — do this before calling it finished
+
+Most of §9.2 was checked headlessly by serving `out/programflow-visualization/web/` over
+`http.server` and driving it with Playwright. That harness has hard limits, so the
+following have **never actually been exercised** and must be walked through by hand in a
+running extension host (F5 → open a `.py` file → *Show Program Flow*):
+
+1. **Resize the panel.** The `ResizeObserver` re-fit in `pan-zoom.ts` is unverified: the
+   test page reports `visibilityState: "hidden"`, so neither `requestAnimationFrame` nor
+   `ResizeObserver` callbacks are ever delivered there. Drag the editor/panel split and
+   confirm the graph re-fits while untouched, and stays put once you have panned.
+2. **Real wheel and real mouse drag.** `page.mouse.wheel()` and `page.mouse.down()` never
+   reach the page in the harness, so every gesture was tested with *synthetic*
+   `WheelEvent`/`PointerEvent`s. Confirm with a real trackpad and a real mouse, including
+   that a drag ending on a node header does not collapse it.
+3. **Themes.** Switch between a light, a dark and a high-contrast theme. The harness has no
+   `--vscode-*` values at all, so only the literal fallbacks were ever rendered: the
+   per-kind accents, the zebra stripe, the edge colour and the high-contrast border are all
+   unproven against real tokens (criterion 7).
+4. **Theme-switch invalidation.** Changing the theme must repaint with new colours and not
+   serve a stale cached layout — that path runs through the `<body>` class
+   `MutationObserver` in `webview.ts`, which only fires inside VS Code.
+5. **The non-visual behaviour of criterion 8:** editor line highlighting as you step,
+   stdout, the traceback of `example-error.py`, and trace caching across reopening.
+6. **A real student program**, not one of the four curated examples — the layout-time risk
+   at the end of §8 is about heap size, and the examples top out at 20 nodes.
diff --git a/elk-task/spike/layers.mjs b/elk-task/spike/layers.mjs
new file mode 100644
index 00000000..084882ce
--- /dev/null
+++ b/elk-task/spike/layers.mjs
@@ -0,0 +1,24 @@
+import fs from 'node:fs';
+import { createRequire } from 'node:module';
+const require = createRequire(import.meta.url);
+const ELK = require('elkjs/lib/elk.bundled.js');
+const { buildGraph } = require('../../out/programflow-visualization/graph-model.js');
+
+const src = fs.readFileSync('out/programflow-visualization/web/example-trace-content.js', 'utf8');
+const window = {};
+new Function('window', src)(window);
+const trace = window.__PROGRAMFLOW_TRACE__.trace;
+const elem = trace[trace.length - 1];
+
+const viz = buildGraph(elem, new Set());
+for (const child of viz.graph.children) {
+  child.width = 160;
+  child.height = 24 + 20 * Math.max(1, viz.nodes.get(child.id).rows.length);
+  for (const p of child.ports ?? []) { p.x = p.id.endsWith(':in') ? 0 : 160; p.y = 12; }
+}
+const laidOut = await new ELK().layout(viz.graph);
+const rows = laidOut.children
+  .map(c => ({ id: c.id, x: c.x, kind: viz.nodes.get(c.id).kind, header: viz.nodes.get(c.id).header }))
+  .sort((a, b) => a.x - b.x);
+console.log(rows.map(r => `${String(r.x).padStart(6)}  ${r.kind.padEnd(14)} ${r.id}`).join('\n'));
+console.log('frame options:', JSON.stringify(laidOut.children.find(c => c.id.startsWith('frame')).layoutOptions));
diff --git a/elk-task/spike/layers2.mjs b/elk-task/spike/layers2.mjs
new file mode 100644
index 00000000..53645d17
--- /dev/null
+++ b/elk-task/spike/layers2.mjs
@@ -0,0 +1,28 @@
+import fs from 'node:fs';
+import { createRequire } from 'node:module';
+const require = createRequire(import.meta.url);
+const ELK = require('elkjs/lib/elk.bundled.js');
+const { buildGraph } = require('../../out/programflow-visualization/graph-model.js');
+
+const src = fs.readFileSync('out/programflow-visualization/web/example-trace-content.js', 'utf8');
+const window = {};
+new Function('window', src)(window);
+const trace = window.__PROGRAMFLOW_TRACE__.trace;
+const elem = trace[trace.length - 1];
+
+const viz = buildGraph(elem, new Set());
+const portOwner = new Map();
+for (const child of viz.graph.children) {
+  child.width = 160;
+  child.height = 40;
+  for (const p of child.ports ?? []) { p.x = p.id.endsWith(':in') ? 0 : 160; p.y = 12; portOwner.set(p.id, child.id); }
+}
+const laidOut = await new ELK().layout(viz.graph);
+const x = new Map(laidOut.children.map(c => [c.id, c.x]));
+const label = (id) => `${viz.nodes.get(id).kind}/${viz.nodes.get(id).header}@${x.get(id)}`;
+const leftmost = laidOut.children.filter(c => c.x < 400).map(c => c.id);
+console.log('--- edges touching nodes left of the frame ---');
+for (const e of viz.graph.edges) {
+  const s = portOwner.get(e.sources[0]), t = portOwner.get(e.targets[0]);
+  if (leftmost.includes(s) || leftmost.includes(t)) { console.log(`${label(s)}  ->  ${label(t)}`); }
+}
diff --git a/elk-task/spike/layers3.mjs b/elk-task/spike/layers3.mjs
new file mode 100644
index 00000000..ce64aa3f
--- /dev/null
+++ b/elk-task/spike/layers3.mjs
@@ -0,0 +1,27 @@
+import fs from 'node:fs';
+import { createRequire } from 'node:module';
+const require = createRequire(import.meta.url);
+const ELK = require('elkjs/lib/elk.bundled.js');
+const { buildGraph } = require('../../out/programflow-visualization/graph-model.js');
+
+const src = fs.readFileSync('out/programflow-visualization/web/example-trace-content.js', 'utf8');
+const window = {};
+new Function('window', src)(window);
+const elem = window.__PROGRAMFLOW_TRACE__.trace.at(-1);
+
+async function run(label, heightOf, portY) {
+  const viz = buildGraph(elem, new Set());
+  for (const child of viz.graph.children) {
+    child.width = 160;
+    child.height = heightOf(viz.nodes.get(child.id));
+    for (const p of child.ports ?? []) { p.x = p.id.endsWith(':in') ? 0 : 160; p.y = portY(child.height, p); }
+  }
+  const laidOut = await new ELK().layout(viz.graph);
+  const frame = laidOut.children.find(c => c.id.startsWith('frame'));
+  const minX = Math.min(...laidOut.children.map(c => c.x));
+  console.log(`${label.padEnd(34)} frame.x=${String(frame.x).padStart(5)}  minX=${minX}  ${frame.x === minX ? 'OK' : '<-- FRAME NOT FIRST'}`);
+}
+
+await run('uniform h=40, portY=12', () => 40, () => 12);
+await run('rows-based h, portY=12', (m) => 24 + 20 * Math.max(1, m.rows.length), () => 12);
+await run('rows-based h, portY spread', (m) => 24 + 20 * Math.max(1, m.rows.length), (h, p) => p.id.endsWith(':in') ? 12 : 24 + 10);
diff --git a/elk-task/spike/layers4.mjs b/elk-task/spike/layers4.mjs
new file mode 100644
index 00000000..9e290277
--- /dev/null
+++ b/elk-task/spike/layers4.mjs
@@ -0,0 +1,43 @@
+import fs from 'node:fs';
+import { createRequire } from 'node:module';
+const require = createRequire(import.meta.url);
+const ELK = require('elkjs/lib/elk.bundled.js');
+const { buildGraph } = require('../../out/programflow-visualization/graph-model.js');
+
+const src = fs.readFileSync('out/programflow-visualization/web/example-trace-content.js', 'utf8');
+const window = {};
+new Function('window', src)(window);
+const elem = window.__PROGRAMFLOW_TRACE__.trace.at(-1);
+const elk = new ELK();
+
+async function run(label, mutate) {
+  const viz = buildGraph(elem, new Set());
+  for (const child of viz.graph.children) {
+    child.width = 160;
+    child.height = 24 + 20 * Math.max(1, viz.nodes.get(child.id).rows.length);
+    for (const p of child.ports ?? []) { p.x = p.id.endsWith(':in') ? 0 : 160; p.y = 12; }
+  }
+  mutate?.(viz);
+  const r = await elk.layout(viz.graph);
+  const frame = r.children.find(c => c.id.startsWith('frame'));
+  const minX = Math.min(...r.children.map(c => c.x));
+  console.log(label.padEnd(40), `frame.x=${String(frame.x).padStart(5)} minX=${String(minX).padStart(5)} ${frame.x === minX ? 'OK' : '<-- NOT FIRST'}`);
+}
+
+await run('as built', undefined);
+await run('without ports', (viz) => {
+  const owner = new Map();
+  for (const c of viz.graph.children) { for (const p of c.ports ?? []) { owner.set(p.id, c.id); } delete c.ports; delete c.layoutOptions['elk.portConstraints']; }
+  for (const e of viz.graph.edges) { e.sources = [owner.get(e.sources[0])]; e.targets = [owner.get(e.targets[0])]; }
+});
+await run('ports, portConstraints FREE', (viz) => {
+  for (const c of viz.graph.children) { c.layoutOptions['elk.portConstraints'] = 'FREE'; }
+});
+await run('ports, FIXED_ORDER', (viz) => {
+  for (const c of viz.graph.children) { c.layoutOptions['elk.portConstraints'] = 'FIXED_ORDER'; }
+});
+await run('FIXED_POS + explicit port side', (viz) => {
+  for (const c of viz.graph.children) {
+    for (const p of c.ports ?? []) { p.layoutOptions = { 'elk.port.side': p.id.endsWith(':in') ? 'WEST' : 'EAST' }; }
+  }
+});
diff --git a/elk-task/spike/layers5.mjs b/elk-task/spike/layers5.mjs
new file mode 100644
index 00000000..5b4c682b
--- /dev/null
+++ b/elk-task/spike/layers5.mjs
@@ -0,0 +1,44 @@
+import fs from 'node:fs';
+import { createRequire } from 'node:module';
+const require = createRequire(import.meta.url);
+const ELK = require('elkjs/lib/elk.bundled.js');
+const { buildGraph } = require('../../out/programflow-visualization/graph-model.js');
+const elk = new ELK();
+
+function load(file) {
+  const src = fs.readFileSync(file, 'utf8');
+  const window = {};
+  new Function('window', src)(window);
+  return window.__PROGRAMFLOW_TRACE__.trace;
+}
+
+async function run(elem, constraint) {
+  const viz = buildGraph(elem, new Set());
+  for (const child of viz.graph.children) {
+    child.width = 160;
+    child.height = 24 + 20 * Math.max(1, viz.nodes.get(child.id).rows.length);
+    for (const p of child.ports ?? []) { p.x = p.id.endsWith(':in') ? 0 : 160; p.y = 12; }
+    if (child.id.startsWith('frame')) { child.layoutOptions['elk.layered.layering.layerConstraint'] = constraint; }
+  }
+  const t0 = Date.now();
+  const r = await elk.layout(viz.graph);
+  const ms = Date.now() - t0;
+  const frames = r.children.filter(c => c.id.startsWith('frame'));
+  const objects = r.children.filter(c => !c.id.startsWith('frame'));
+  const framesRight = Math.max(...frames.map(c => c.x + c.width));
+  const objectsLeft = Math.min(...objects.map(c => c.x));
+  return { constraint, ms, framesX: frames.map(c => c.x), objectsLeft, framesRight, clean: framesRight <= objectsLeft };
+}
+
+const trace = load('out/programflow-visualization/web/example-trace-content.js');
+for (const constraint of ['FIRST', 'FIRST_SEPARATE']) {
+  const bad = [];
+  let total = 0;
+  for (let i = 0; i < trace.length; i++) {
+    const r = await run(trace[i], constraint);
+    total += r.ms;
+    if (!r.clean) { bad.push(`step ${i}: framesRight=${r.framesRight} objectsLeft=${r.objectsLeft}`); }
+  }
+  console.log(`${constraint.padEnd(15)} steps=${trace.length} totalMs=${total} overlapping=${bad.length}`);
+  bad.slice(0, 3).forEach(b => console.log('   ', b));
+}
diff --git a/elk-task/spike/layers6.mjs b/elk-task/spike/layers6.mjs
new file mode 100644
index 00000000..3b7527e5
--- /dev/null
+++ b/elk-task/spike/layers6.mjs
@@ -0,0 +1,44 @@
+import fs from 'node:fs';
+import { createRequire } from 'node:module';
+const require = createRequire(import.meta.url);
+const ELK = require('elkjs/lib/elk.bundled.js');
+const { buildGraph } = require('../../out/programflow-visualization/graph-model.js');
+const elk = new ELK();
+
+function load(file) {
+  const window = {};
+  new Function('window', fs.readFileSync(file, 'utf8'))(window);
+  return window.__PROGRAMFLOW_TRACE__.trace;
+}
+
+async function run(elem, constraint) {
+  const viz = buildGraph(elem, new Set());
+  for (const child of viz.graph.children) {
+    child.width = 160;
+    child.height = 24 + 20 * Math.max(1, viz.nodes.get(child.id).rows.length);
+    for (const p of child.ports ?? []) { p.x = p.id.endsWith(':in') ? 0 : 160; p.y = 12; }
+    if (child.id.startsWith('frame')) { child.layoutOptions['elk.layered.layering.layerConstraint'] = constraint; }
+  }
+  const t0 = Date.now();
+  const r = await elk.layout(viz.graph);
+  const ms = Date.now() - t0;
+  const frames = r.children.filter(c => c.id.startsWith('frame'));
+  const objects = r.children.filter(c => !c.id.startsWith('frame'));
+  if (objects.length === 0) { return { ms, clean: true }; }
+  const framesRight = Math.max(...frames.map(c => c.x + c.width));
+  const objectsLeft = Math.min(...objects.map(c => c.x));
+  return { ms, clean: framesRight <= objectsLeft, nodes: r.children.length };
+}
+
+for (const name of ['example', 'example-anonymous', 'example-cycles', 'example-error']) {
+  const trace = load(`/tmp/trace-${name}.js`);
+  for (const constraint of ['FIRST', 'FIRST_SEPARATE']) {
+    let bad = 0, total = 0, maxMs = 0, maxNodes = 0;
+    for (const elem of trace) {
+      const r = await run(elem, constraint);
+      total += r.ms; maxMs = Math.max(maxMs, r.ms); maxNodes = Math.max(maxNodes, r.nodes ?? 0);
+      if (!r.clean) { bad++; }
+    }
+    console.log(`${name.padEnd(18)} ${constraint.padEnd(15)} steps=${String(trace.length).padStart(3)} maxNodes=${String(maxNodes).padStart(3)} totalMs=${String(total).padStart(5)} maxMs=${String(maxMs).padStart(4)} bandOverlap=${bad}`);
+  }
+}
diff --git a/elk-task/spike/opt-test.mjs b/elk-task/spike/opt-test.mjs
new file mode 100644
index 00000000..1ee2cce0
--- /dev/null
+++ b/elk-task/spike/opt-test.mjs
@@ -0,0 +1,32 @@
+import { createRequire } from 'node:module';
+const require = createRequire(import.meta.url);
+const ELK = require('elkjs/lib/elk.bundled.js');
+const elk = new ELK();
+
+async function probe(label, frameOpts, graphOpts) {
+  const g = {
+    id: 'root',
+    layoutOptions: { 'elk.algorithm': 'layered', 'elk.direction': 'RIGHT', ...graphOpts },
+    children: [
+      { id: 'F', width: 100, height: 40, layoutOptions: frameOpts },
+      { id: 'a', width: 100, height: 40 },
+      { id: 'b', width: 100, height: 40 },
+      { id: 'c', width: 100, height: 40 },
+      { id: 'd', width: 100, height: 40 },
+    ],
+    edges: [
+      { id: 'e1', sources: ['a'], targets: ['b'] },
+      { id: 'e2', sources: ['b'], targets: ['c'] },
+      { id: 'e3', sources: ['c'], targets: ['d'] },
+      { id: 'e4', sources: ['F'], targets: ['d'] },
+    ],
+  };
+  const r = await elk.layout(g);
+  const xs = Object.fromEntries(r.children.map(c => [c.id, c.x]));
+  console.log(label.padEnd(46), JSON.stringify(xs));
+}
+
+await probe('no constraint', undefined, {});
+await probe('elk.layered.layering.layerConstraint', { 'elk.layered.layering.layerConstraint': 'FIRST' }, {});
+await probe('org.eclipse.elk...layerConstraint', { 'org.eclipse.elk.layered.layering.layerConstraint': 'FIRST' }, {});
+await probe('layerConstraint + spacing 60', { 'elk.layered.layering.layerConstraint': 'FIRST' }, { 'elk.layered.spacing.nodeNodeBetweenLayers': '60' });
diff --git a/elk-task/spike/opt-test2.mjs b/elk-task/spike/opt-test2.mjs
new file mode 100644
index 00000000..d770d509
--- /dev/null
+++ b/elk-task/spike/opt-test2.mjs
@@ -0,0 +1,36 @@
+import { createRequire } from 'node:module';
+const require = createRequire(import.meta.url);
+const ELK = require('elkjs/lib/elk.bundled.js');
+const elk = new ELK();
+
+async function probe(label, extraEdges, constraint = 'FIRST') {
+  const g = {
+    id: 'root',
+    layoutOptions: { 'elk.algorithm': 'layered', 'elk.direction': 'RIGHT' },
+    children: ['F', 'a', 'b', 'c', 'd', 'p', 'q'].map(id => ({
+      id, width: 100, height: 40,
+      layoutOptions: id === 'F' ? { 'elk.layered.layering.layerConstraint': constraint } : undefined,
+    })),
+    edges: [
+      { id: 'e1', sources: ['a'], targets: ['b'] },
+      { id: 'e2', sources: ['b'], targets: ['c'] },
+      { id: 'e3', sources: ['c'], targets: ['d'] },
+      { id: 'e4', sources: ['F'], targets: ['d'] },
+      ...extraEdges,
+    ],
+  };
+  const r = await elk.layout(g);
+  const xs = Object.fromEntries(r.children.map(c => [c.id, c.x]));
+  const minX = Math.min(...r.children.map(c => c.x));
+  console.log(label.padEnd(38), `F=${String(xs.F).padStart(4)} minX=${String(minX).padStart(4)} ${xs.F === minX ? 'OK' : '<-- NOT FIRST'}`, JSON.stringify(xs));
+}
+
+await probe('acyclic', []);
+await probe('+ self loop on p', [{ id: 'c1', sources: ['p'], targets: ['p'] }]);
+await probe('+ two-node cycle p<->q', [{ id: 'c1', sources: ['p'], targets: ['q'] }, { id: 'c2', sources: ['q'], targets: ['p'] }]);
+await probe('+ two-node cycle, FIRST_SEPARATE', [{ id: 'c1', sources: ['p'], targets: ['q'] }, { id: 'c2', sources: ['q'], targets: ['p'] }], 'FIRST_SEPARATE');
+await probe('+ cycle reachable from F', [
+  { id: 'c1', sources: ['F'], targets: ['p'] },
+  { id: 'c2', sources: ['p'], targets: ['q'] },
+  { id: 'c3', sources: ['q'], targets: ['p'] },
+]);
diff --git a/src/programflow-visualization/graph-model.ts b/src/programflow-visualization/graph-model.ts
index f8f761fd..15c9a997 100644
--- a/src/programflow-visualization/graph-model.ts
+++ b/src/programflow-visualization/graph-model.ts
@@ -20,6 +20,12 @@ export type RowModel = {
   key: string;
   value: string;
   ref?: Address;
+  /**
+   * Set when the *key* is itself a reference, which only dicts can produce
+   * (`{(1, 2): "pair"}`). Such a key needs its own arrow, or the key object shows up
+   * with nothing pointing at it and ELK lays it out as a root, left of the frames.
+   */
+  keyRef?: Address;
   /** `return` rows are highlighted, as they are today. */
   isReturn?: boolean;
 };
@@ -45,7 +51,7 @@ export type VizGraph = {
 
 /**
  * Layout options settled by the spike (elk-task/spike/spike.mjs):
- * - cycleBreaking stays at its GREEDY default, or `layerConstraint: FIRST` throws
+ * - cycleBreaking stays at its GREEDY default, or the frames' layer constraint throws
  *   as soon as an edge is reversed into a frame (plan 4).
  * - considerModelOrder is deliberately absent: it buys no stability and costs 2.5x
  *   (plan 6.5). Stability comes from emitting nodes in a deterministic order.
@@ -62,6 +68,9 @@ export const frameNodeId = (index: number): string => `frame:${index}`;
 export const objectNodeId = (address: Address): string => `obj:${address}`;
 export const rowPortId = (nodeId: string, rowIndex: number): string =>
   `${nodeId}:${rowIndex}`;
+/** Second port on a dict row whose key is a reference. */
+export const keyPortId = (nodeId: string, rowIndex: number): string =>
+  `${nodeId}:${rowIndex}k`;
 export const inputPortId = (nodeId: string): string => `${nodeId}:in`;
 
 /** Primitive rendering, matching html-generator.getCorrectValueOf. */
@@ -80,7 +89,9 @@ function dictKeyLabel(key: Value | undefined): string {
   if (!key) {
     return "";
   }
-  return key.type === "ref" ? "" : formatValue(key);
+  // A reference key has no text of its own; the arrow leaving the key cell says
+  // what it is. The bracket keeps the cell from looking empty.
+  return key.type === "ref" ? "[key]" : formatValue(key);
 }
 
 function headerOf(heapValue: HeapValue): string {
@@ -109,10 +120,12 @@ export function rowsOfHeapValue(heapValue: HeapValue): RowModel[] {
       const values = asRecord<Value>(heapValue.value);
       return Object.keys(values).map((slot) => {
         const value = values[slot];
+        const key = keys[slot];
         return {
-          key: dictKeyLabel(keys[slot]),
+          key: dictKeyLabel(key),
           value: formatValue(value),
           ref: value.type === "ref" ? value.value : undefined,
+          keyRef: key?.type === "ref" ? key.value : undefined,
         };
       });
     }
@@ -159,6 +172,14 @@ function elkNodeFor(model: NodeModel, extraOptions?: Record<string, string>): El
 
   if (!model.collapsed) {
     model.rows.forEach((row, index) => {
+      if (row.keyRef !== undefined) {
+        ports.push({
+          id: keyPortId(model.id, index),
+          width: 0,
+          height: 0,
+          layoutOptions: { "elk.port.side": "EAST" },
+        });
+      }
       if (row.ref === undefined) {
         return;
       }
@@ -222,7 +243,11 @@ export function buildGraph(
     };
     models.set(id, model);
     children.push(
-      elkNodeFor(model, { "elk.layered.layering.layerConstraint": "FIRST" })
+      // FIRST_SEPARATE, not FIRST: frames get a layer of their own, which is what the
+      // Frames/Objects bands assume, and it measurably halves layout time (plan 7.7).
+      elkNodeFor(model, {
+        "elk.layered.layering.layerConstraint": "FIRST_SEPARATE",
+      })
     );
     model.rows.forEach((row, rowIndex) => {
       if (row.ref !== undefined && visible.has(row.ref)) {
@@ -257,6 +282,9 @@ export function buildGraph(
       continue;
     }
     rows.forEach((row, rowIndex) => {
+      if (row.keyRef !== undefined && visible.has(row.keyRef)) {
+        addEdge(keyPortId(id, rowIndex), row.keyRef);
+      }
       if (row.ref !== undefined && visible.has(row.ref)) {
         addEdge(rowPortId(id, rowIndex), row.ref);
       }
diff --git a/src/programflow-visualization/web/measure.ts b/src/programflow-visualization/web/measure.ts
index 1a43b959..01a81426 100644
--- a/src/programflow-visualization/web/measure.ts
+++ b/src/programflow-visualization/web/measure.ts
@@ -6,7 +6,7 @@
 // measured size and the drawn size in agreement.
 import type { ElkNode } from "elkjs/lib/elk-api";
 import type { VizGraph } from "../graph-model";
-import { inputPortId, rowPortId } from "../graph-model";
+import { inputPortId, keyPortId, rowPortId } from "../graph-model";
 import { renderNode, headerElement, rowElements } from "./node-view";
 
 const HOST_ID = "elk-measure-host";
@@ -78,9 +78,9 @@ export function measureGraph(viz: VizGraph): void {
     child.height = height;
 
     const model = viz.nodes.get(child.id);
-    const rowCenters = rowElements(element).map((row) => {
+    const rowBoxes = rowElements(element).map((row) => {
       const box = row.getBoundingClientRect();
-      return box.top + box.height / 2 - nodeBox.top;
+      return { top: box.top - nodeBox.top, height: box.height };
     });
     const header = headerElement(element);
     const headerBox = header?.getBoundingClientRect();
@@ -88,6 +88,22 @@ export function measureGraph(viz: VizGraph): void {
       ? headerBox.top + headerBox.height / 2 - nodeBox.top
       : height / 2;
 
+    /**
+     * A dict row whose key is a reference has two outgoing edges. Splitting the row
+     * into thirds keeps their start points apart; a row with one edge keeps the
+     * centre, which is where the eye expects it.
+     */
+    const portY = (rowIndex: number, isKey: boolean, split: boolean): number => {
+      const box = rowBoxes[rowIndex];
+      if (!box) {
+        return Math.round(height / 2);
+      }
+      if (!split) {
+        return Math.round(box.top + box.height / 2);
+      }
+      return Math.round(box.top + (isKey ? box.height / 3 : (2 * box.height) / 3));
+    };
+
     for (const port of child.ports ?? []) {
       if (port.id === inputPortId(child.id)) {
         // West side, level with the header, so the arrowhead points at the title.
@@ -95,14 +111,21 @@ export function measureGraph(viz: VizGraph): void {
         port.y = Math.round(headerCenter);
         continue;
       }
-      const rowIndex = (model?.rows ?? []).findIndex(
-        (_, index) => rowPortId(child.id, index) === port.id
-      );
       port.x = width;
-      port.y =
-        rowIndex >= 0 && rowCenters[rowIndex] !== undefined
-          ? Math.round(rowCenters[rowIndex])
-          : Math.round(height / 2);
+      const rows = model?.rows ?? [];
+      const keyIndex = rows.findIndex(
+        (_, index) => keyPortId(child.id, index) === port.id
+      );
+      const rowIndex =
+        keyIndex >= 0
+          ? keyIndex
+          : rows.findIndex((_, index) => rowPortId(child.id, index) === port.id);
+      if (rowIndex < 0) {
+        port.y = Math.round(height / 2);
+        continue;
+      }
+      const row = rows[rowIndex];
+      port.y = portY(rowIndex, keyIndex >= 0, row.keyRef !== undefined && row.ref !== undefined);
     }
   }
 
diff --git a/src/programflow-visualization/web/node-view.ts b/src/programflow-visualization/web/node-view.ts
index d5a33b5d..bc02e806 100644
--- a/src/programflow-visualization/web/node-view.ts
+++ b/src/programflow-visualization/web/node-view.ts
@@ -27,6 +27,9 @@ function renderRow(row: RowModel): HTMLElement {
   if (row.ref !== undefined) {
     element.classList.add("elk-row-ref");
   }
+  if (row.keyRef !== undefined) {
+    key.classList.add("elk-key-ref");
+  }
   element.append(key, value);
   return element;
 }
diff --git a/src/programflow-visualization/web/webview.css b/src/programflow-visualization/web/webview.css
index 8b10070c..1ce620e6 100644
--- a/src/programflow-visualization/web/webview.css
+++ b/src/programflow-visualization/web/webview.css
@@ -206,6 +206,36 @@ body {
 /* ELK-based visualization. See elk-task/elk-plan.md 6.4.              */
 /* ------------------------------------------------------------------ */
 
+/* Every colour below this line is named here and nowhere else. Inside VS Code the
+   --vscode-* variables win; the literals are only ever used by the browser dev mode
+   (index.web.html), which has no theme to inherit from.
+
+   --vscode-charts-* is the one palette VS Code exposes for "several things that must
+   look different from each other", which is exactly what the node kinds need. */
+:root {
+  --wypp-node-bg: var(--vscode-editorWidget-background, #252526);
+  --wypp-node-fg: var(--vscode-editorWidget-foreground, #ccc);
+  --wypp-node-border: var(--vscode-panel-border, #3c3c3c);
+  --wypp-header-bg: var(--vscode-editorWidget-border, rgba(128, 128, 128, 0.25));
+  --wypp-row-alt-bg: rgba(128, 128, 128, 0.07);
+  --wypp-focus: var(--vscode-focusBorder, #4d64ff);
+  --wypp-edge: var(--vscode-charts-lines, #808080);
+  --wypp-muted: var(--vscode-descriptionForeground, #9d9d9d);
+
+  /* Node kinds. */
+  --wypp-accent-frame: var(--vscode-descriptionForeground, #9d9d9d);
+  --wypp-accent-current-frame: var(--vscode-focusBorder, #4d64ff);
+  --wypp-accent-instance: var(--vscode-charts-blue, #4e95d9);
+  --wypp-accent-list: var(--vscode-charts-green, #89d185);
+  --wypp-accent-tuple: var(--vscode-charts-purple, #b180d7);
+  --wypp-accent-dict: var(--vscode-charts-orange, #d18616);
+  --wypp-accent-set: var(--vscode-charts-yellow, #cca700);
+
+  /* High-contrast themes define --vscode-contrastBorder and expect it to be honoured;
+     everywhere else it is empty and the fallback applies. */
+  --wypp-outline: var(--vscode-contrastBorder, var(--wypp-node-border));
+}
+
 /* The viewport clips and owns the gestures; only #elk-canvas is transformed, so the
    step controls and the stdout pane never scale. */
 #elk-viewport {
@@ -245,8 +275,8 @@ body {
   letter-spacing: 0.08em;
   text-transform: uppercase;
   font-size: 11px;
-  opacity: 0.6;
-  border-bottom: 1px solid var(--vscode-panel-border, #bbb);
+  color: var(--wypp-muted);
+  border-bottom: 1px solid var(--wypp-node-border);
 }
 
 .elk-node {
@@ -255,10 +285,12 @@ body {
   width: max-content;
   min-width: 120px;
   max-width: 280px;
-  border: 1px solid var(--vscode-panel-border, rgb(209, 209, 209));
+  border: 1px solid var(--wypp-outline);
+  /* Overwritten per kind below; declared here so every node reserves the same width. */
+  border-left: 4px solid var(--wypp-muted);
   border-radius: 4px;
-  background-color: var(--vscode-editorWidget-background, rgba(56, 56, 56, 0.9));
-  color: var(--vscode-editorWidget-foreground, white);
+  background-color: var(--wypp-node-bg);
+  color: var(--wypp-node-fg);
   font-size: 13px;
   overflow: hidden;
 }
@@ -269,7 +301,7 @@ body {
   gap: 4px;
   padding: 3px 6px;
   font-weight: 600;
-  background-color: var(--vscode-editorWidget-border, rgba(128, 128, 128, 0.25));
+  background-color: var(--wypp-header-bg);
 }
 
 .elk-collapsible {
@@ -277,13 +309,13 @@ body {
 }
 
 .elk-collapsible:focus-visible {
-  outline: 1px solid var(--vscode-focusBorder, #4d64ff);
+  outline: 1px solid var(--wypp-focus);
   outline-offset: -1px;
 }
 
 .elk-caret {
   flex: 0 0 auto;
-  opacity: 0.8;
+  color: var(--wypp-muted);
 }
 
 .elk-node-title {
@@ -303,6 +335,12 @@ body {
   display: table-row;
 }
 
+/* Zebra striping earns its keep here: rows are one line tall and a wide node makes
+   it easy to read a key against the wrong value. */
+.elk-row:nth-child(even) {
+  background-color: var(--wypp-row-alt-bg);
+}
+
 .elk-row-key,
 .elk-row-value {
   display: table-cell;
@@ -315,44 +353,78 @@ body {
 
 .elk-row-key {
   text-align: right;
-  opacity: 0.75;
+  color: var(--wypp-muted);
   max-width: 110px;
 }
 
+/* A dict key that is itself a reference; the arrow leaving this cell says which. */
+.elk-key-ref {
+  font-style: italic;
+}
+
+/* Overrides the legacy `.return-value { color: blue }`, which is invisible in dark
+   themes. Goes away with html-generator.ts in the cleanup step. */
+.elk-row-key.return-value {
+  color: var(--wypp-accent-current-frame);
+  font-weight: 600;
+}
+
 .elk-row-value {
   max-width: 180px;
-  border-left: 1px solid var(--vscode-panel-border, grey);
+  border-left: 1px solid var(--wypp-node-border);
 }
 
 .elk-summary {
   display: table-cell;
   padding: 2px 6px;
   font-style: italic;
-  opacity: 0.7;
+  color: var(--wypp-muted);
 }
 
 /* Frames keep the shared node background so the text stays legible in every
    theme; only the left accent tells them apart. */
 .elk-frame {
-  border-left: 4px solid var(--vscode-descriptionForeground, grey);
+  border-left-color: var(--wypp-accent-frame);
 }
 
 .elk-current-frame {
-  border-left: 4px solid var(--vscode-focusBorder, #4d64ff);
+  border-left-color: var(--wypp-accent-current-frame);
+}
+
+/* One accent per heap type, so kind is readable at a glance and at small zoom
+   levels where the header text is no longer legible. */
+.elk-instance {
+  border-left-color: var(--wypp-accent-instance);
+}
+
+.elk-list {
+  border-left-color: var(--wypp-accent-list);
+}
+
+.elk-tuple {
+  border-left-color: var(--wypp-accent-tuple);
+}
+
+.elk-dict {
+  border-left-color: var(--wypp-accent-dict);
+}
+
+.elk-set {
+  border-left-color: var(--wypp-accent-set);
 }
 
 .elk-edge {
   fill: none;
-  stroke: var(--vscode-editorLineNumber-foreground, #888);
+  stroke: var(--wypp-edge);
   stroke-width: 1.5;
 }
 
 .elk-arrowhead {
-  fill: var(--vscode-editorLineNumber-foreground, #888);
+  fill: var(--wypp-edge);
 }
 
 .elk-edge-active {
-  stroke: var(--vscode-focusBorder, #4d64ff);
+  stroke: var(--wypp-focus);
   stroke-width: 2.5;
 }
 
@@ -366,5 +438,6 @@ body {
 }
 
 .elk-node-active {
-  border-color: var(--vscode-focusBorder, #4d64ff);
+  outline: 1px solid var(--wypp-focus);
+  outline-offset: -1px;
 }

From d57cfb0187deed32f8793f38a0b6c0baf7dd8b1b Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Fri, 11 Sep 2026 16:45:41 +0200
Subject: [PATCH 15/20] unit-tests and cleanup

---
 .eslintrc.json                                |  27 +-
 elk-task/elk-plan.md                          |  33 +-
 elk-task/spike/layers.mjs                     |  24 -
 elk-task/spike/layers2.mjs                    |  28 -
 elk-task/spike/layers3.mjs                    |  27 -
 elk-task/spike/layers4.mjs                    |  43 --
 elk-task/spike/layers5.mjs                    |  44 --
 elk-task/spike/layers6.mjs                    |  44 --
 elk-task/spike/make-trace.py                  |  67 --
 elk-task/spike/opt-test.mjs                   |  32 -
 elk-task/spike/opt-test2.mjs                  |  36 --
 elk-task/spike/spike.mjs                      | 603 ------------------
 package-lock.json                             |   7 -
 package.json                                  |   1 -
 src/programflow-visualization/README.md       |  20 +-
 src/programflow-visualization/graph-model.ts  |   2 +-
 src/programflow-visualization/types.ts        |  11 -
 .../web/html-generator.ts                     | 223 -------
 src/programflow-visualization/web/index.html  |  20 +-
 src/programflow-visualization/web/webview.css | 131 +---
 src/programflow-visualization/web/webview.ts  | 175 +----
 src/test/unit/fixtures.ts                     |  75 +++
 src/test/unit/graph-model.test.ts             | 336 ++++++++++
 src/test/unit/reachability.test.ts            |  62 +-
 24 files changed, 495 insertions(+), 1576 deletions(-)
 delete mode 100644 elk-task/spike/layers.mjs
 delete mode 100644 elk-task/spike/layers2.mjs
 delete mode 100644 elk-task/spike/layers3.mjs
 delete mode 100644 elk-task/spike/layers4.mjs
 delete mode 100644 elk-task/spike/layers5.mjs
 delete mode 100644 elk-task/spike/layers6.mjs
 delete mode 100644 elk-task/spike/make-trace.py
 delete mode 100644 elk-task/spike/opt-test.mjs
 delete mode 100644 elk-task/spike/opt-test2.mjs
 delete mode 100644 elk-task/spike/spike.mjs
 delete mode 100644 src/programflow-visualization/web/html-generator.ts
 create mode 100644 src/test/unit/fixtures.ts
 create mode 100644 src/test/unit/graph-model.test.ts

diff --git a/.eslintrc.json b/.eslintrc.json
index 4d54b63c..4934137b 100644
--- a/.eslintrc.json
+++ b/.eslintrc.json
@@ -9,7 +9,32 @@
         "@typescript-eslint"
     ],
     "rules": {
-        "@typescript-eslint/naming-convention": "warn",
+        "@typescript-eslint/naming-convention": [
+            "warn",
+            {
+                "selector": "default",
+                "format": ["camelCase"],
+                "leadingUnderscore": "allow",
+                "trailingUnderscore": "allow"
+            },
+            {
+                "selector": "variable",
+                "format": ["camelCase", "UPPER_CASE"],
+                "leadingUnderscore": "allow",
+                "trailingUnderscore": "allow"
+            },
+            {
+                "selector": "typeLike",
+                "format": ["PascalCase"]
+            },
+            {
+                // Keys of a foreign API, quoted because they have to be - the dotted ELK
+                // layout options have no camelCase spelling to pick.
+                "selector": ["objectLiteralProperty", "typeProperty"],
+                "modifiers": ["requiresQuotes"],
+                "format": null
+            }
+        ],
         "@typescript-eslint/semi": "warn",
         "curly": "warn",
         "eqeqeq": "warn",
diff --git a/elk-task/elk-plan.md b/elk-task/elk-plan.md
index b32e0ec0..e2ad073a 100644
--- a/elk-task/elk-plan.md
+++ b/elk-task/elk-plan.md
@@ -529,13 +529,32 @@ Each step keeps the extension working.
    `FIRST` — frames get a layer to themselves, which is exactly what the two bands assume,
    and it roughly halves layout time (`example.py`: worst step 74 ms → 42 ms, whole trace
    1263 ms → 809 ms).
-8. **Unit tests** in `src/test/unit` for the pure logic — no webview, no ELK run.
-   *Done for the collapse filter*: `src/programflow-visualization/reachability.ts` plus
-   `src/test/unit/reachability.test.ts` (22 cases), run by `npm run test:unit`, which is
-   now part of `npm test`. Still to add once it exists: `buildGraph` structure tests.
-9. **Cleanup**: delete `html-generator.ts`, drop `linkerline`, trim `FrontendTraceElem`,
+8. ~~**Unit tests** in `src/test/unit` for the pure logic — no webview, no ELK run.~~
+   **Done.** `npm run test:unit` (part of `npm test`) now runs 49 cases:
+   `reachability.test.ts` (22) for the collapse filter, and `graph-model.test.ts` (27) for
+   `buildGraph` — node order, frame naming and the current-frame rule, the layer
+   constraint, rows per heap type, port declaration, and the collapse behaviour. Shared
+   fixtures moved to `src/test/unit/fixtures.ts`; it is not a `.test.ts` file, so the mocha
+   glob ignores it.
+
+   Two of these are the definition-of-done criteria expressed as code rather than as
+   something to eyeball: **edge count equals reference count** with nothing collapsed
+   (criterion 2), and **no edge endpoint is a port that no node declares**. The second is
+   what the dict-key bug of step 7 would have failed, so there is also a named regression
+   test for a reference key.
+9. ~~**Cleanup**: delete `html-generator.ts`, drop `linkerline`, trim `FrontendTraceElem`,
    update `src/programflow-visualization/README.md` (its diagram still shows
-   `html-generator.ts` → `innerHTML`), and delete `elk-task/spike/`.
+   `html-generator.ts` → `innerHTML`), and delete `elk-task/spike/`.~~ **Done.** Gone:
+   `web/html-generator.ts`, the `linkerline` dependency and the ~150 lines of
+   `updateVisualization` / `updateIndent` / `updateRefArrows` / `getCurrentTags` /
+   `getColor` that drove it, the `FrontendTrace` and `FrontendTraceElem` types, the
+   `useElk` flag and the `#legacy` escape hatch, the `#legacy-headers` / `#legacy-columns`
+   markup, ~120 lines of CSS that only the HTML strings used, and `elk-task/spike/`. The
+   README now describes the real pipeline. `webview.js` is 1.5 MiB, essentially all elkjs.
+
+   With the HTML strings went the last `innerHTML` assignment in the webview: everything
+   is `textContent` and `createElement` now, so a value that happens to look like markup
+   can no longer be parsed as markup.
 
 ## 8. Decisions at a glance
 
@@ -623,6 +642,8 @@ student list hides edges but removes no nodes. Hence the other three.
 11. `html-generator.ts` deleted, `linkerline` removed from `package.json`,
     `FrontendTraceElem` trimmed, and `src/programflow-visualization/README.md` updated.
 
+Criteria 1-8 have been checked headlessly; **§9.4 is the part that is still outstanding**.
+
 "Runs through `example.py` without errors" is criterion 1 of 11 — it proves the pipeline
 works, not that the feature does.
 
diff --git a/elk-task/spike/layers.mjs b/elk-task/spike/layers.mjs
deleted file mode 100644
index 084882ce..00000000
--- a/elk-task/spike/layers.mjs
+++ /dev/null
@@ -1,24 +0,0 @@
-import fs from 'node:fs';
-import { createRequire } from 'node:module';
-const require = createRequire(import.meta.url);
-const ELK = require('elkjs/lib/elk.bundled.js');
-const { buildGraph } = require('../../out/programflow-visualization/graph-model.js');
-
-const src = fs.readFileSync('out/programflow-visualization/web/example-trace-content.js', 'utf8');
-const window = {};
-new Function('window', src)(window);
-const trace = window.__PROGRAMFLOW_TRACE__.trace;
-const elem = trace[trace.length - 1];
-
-const viz = buildGraph(elem, new Set());
-for (const child of viz.graph.children) {
-  child.width = 160;
-  child.height = 24 + 20 * Math.max(1, viz.nodes.get(child.id).rows.length);
-  for (const p of child.ports ?? []) { p.x = p.id.endsWith(':in') ? 0 : 160; p.y = 12; }
-}
-const laidOut = await new ELK().layout(viz.graph);
-const rows = laidOut.children
-  .map(c => ({ id: c.id, x: c.x, kind: viz.nodes.get(c.id).kind, header: viz.nodes.get(c.id).header }))
-  .sort((a, b) => a.x - b.x);
-console.log(rows.map(r => `${String(r.x).padStart(6)}  ${r.kind.padEnd(14)} ${r.id}`).join('\n'));
-console.log('frame options:', JSON.stringify(laidOut.children.find(c => c.id.startsWith('frame')).layoutOptions));
diff --git a/elk-task/spike/layers2.mjs b/elk-task/spike/layers2.mjs
deleted file mode 100644
index 53645d17..00000000
--- a/elk-task/spike/layers2.mjs
+++ /dev/null
@@ -1,28 +0,0 @@
-import fs from 'node:fs';
-import { createRequire } from 'node:module';
-const require = createRequire(import.meta.url);
-const ELK = require('elkjs/lib/elk.bundled.js');
-const { buildGraph } = require('../../out/programflow-visualization/graph-model.js');
-
-const src = fs.readFileSync('out/programflow-visualization/web/example-trace-content.js', 'utf8');
-const window = {};
-new Function('window', src)(window);
-const trace = window.__PROGRAMFLOW_TRACE__.trace;
-const elem = trace[trace.length - 1];
-
-const viz = buildGraph(elem, new Set());
-const portOwner = new Map();
-for (const child of viz.graph.children) {
-  child.width = 160;
-  child.height = 40;
-  for (const p of child.ports ?? []) { p.x = p.id.endsWith(':in') ? 0 : 160; p.y = 12; portOwner.set(p.id, child.id); }
-}
-const laidOut = await new ELK().layout(viz.graph);
-const x = new Map(laidOut.children.map(c => [c.id, c.x]));
-const label = (id) => `${viz.nodes.get(id).kind}/${viz.nodes.get(id).header}@${x.get(id)}`;
-const leftmost = laidOut.children.filter(c => c.x < 400).map(c => c.id);
-console.log('--- edges touching nodes left of the frame ---');
-for (const e of viz.graph.edges) {
-  const s = portOwner.get(e.sources[0]), t = portOwner.get(e.targets[0]);
-  if (leftmost.includes(s) || leftmost.includes(t)) { console.log(`${label(s)}  ->  ${label(t)}`); }
-}
diff --git a/elk-task/spike/layers3.mjs b/elk-task/spike/layers3.mjs
deleted file mode 100644
index ce64aa3f..00000000
--- a/elk-task/spike/layers3.mjs
+++ /dev/null
@@ -1,27 +0,0 @@
-import fs from 'node:fs';
-import { createRequire } from 'node:module';
-const require = createRequire(import.meta.url);
-const ELK = require('elkjs/lib/elk.bundled.js');
-const { buildGraph } = require('../../out/programflow-visualization/graph-model.js');
-
-const src = fs.readFileSync('out/programflow-visualization/web/example-trace-content.js', 'utf8');
-const window = {};
-new Function('window', src)(window);
-const elem = window.__PROGRAMFLOW_TRACE__.trace.at(-1);
-
-async function run(label, heightOf, portY) {
-  const viz = buildGraph(elem, new Set());
-  for (const child of viz.graph.children) {
-    child.width = 160;
-    child.height = heightOf(viz.nodes.get(child.id));
-    for (const p of child.ports ?? []) { p.x = p.id.endsWith(':in') ? 0 : 160; p.y = portY(child.height, p); }
-  }
-  const laidOut = await new ELK().layout(viz.graph);
-  const frame = laidOut.children.find(c => c.id.startsWith('frame'));
-  const minX = Math.min(...laidOut.children.map(c => c.x));
-  console.log(`${label.padEnd(34)} frame.x=${String(frame.x).padStart(5)}  minX=${minX}  ${frame.x === minX ? 'OK' : '<-- FRAME NOT FIRST'}`);
-}
-
-await run('uniform h=40, portY=12', () => 40, () => 12);
-await run('rows-based h, portY=12', (m) => 24 + 20 * Math.max(1, m.rows.length), () => 12);
-await run('rows-based h, portY spread', (m) => 24 + 20 * Math.max(1, m.rows.length), (h, p) => p.id.endsWith(':in') ? 12 : 24 + 10);
diff --git a/elk-task/spike/layers4.mjs b/elk-task/spike/layers4.mjs
deleted file mode 100644
index 9e290277..00000000
--- a/elk-task/spike/layers4.mjs
+++ /dev/null
@@ -1,43 +0,0 @@
-import fs from 'node:fs';
-import { createRequire } from 'node:module';
-const require = createRequire(import.meta.url);
-const ELK = require('elkjs/lib/elk.bundled.js');
-const { buildGraph } = require('../../out/programflow-visualization/graph-model.js');
-
-const src = fs.readFileSync('out/programflow-visualization/web/example-trace-content.js', 'utf8');
-const window = {};
-new Function('window', src)(window);
-const elem = window.__PROGRAMFLOW_TRACE__.trace.at(-1);
-const elk = new ELK();
-
-async function run(label, mutate) {
-  const viz = buildGraph(elem, new Set());
-  for (const child of viz.graph.children) {
-    child.width = 160;
-    child.height = 24 + 20 * Math.max(1, viz.nodes.get(child.id).rows.length);
-    for (const p of child.ports ?? []) { p.x = p.id.endsWith(':in') ? 0 : 160; p.y = 12; }
-  }
-  mutate?.(viz);
-  const r = await elk.layout(viz.graph);
-  const frame = r.children.find(c => c.id.startsWith('frame'));
-  const minX = Math.min(...r.children.map(c => c.x));
-  console.log(label.padEnd(40), `frame.x=${String(frame.x).padStart(5)} minX=${String(minX).padStart(5)} ${frame.x === minX ? 'OK' : '<-- NOT FIRST'}`);
-}
-
-await run('as built', undefined);
-await run('without ports', (viz) => {
-  const owner = new Map();
-  for (const c of viz.graph.children) { for (const p of c.ports ?? []) { owner.set(p.id, c.id); } delete c.ports; delete c.layoutOptions['elk.portConstraints']; }
-  for (const e of viz.graph.edges) { e.sources = [owner.get(e.sources[0])]; e.targets = [owner.get(e.targets[0])]; }
-});
-await run('ports, portConstraints FREE', (viz) => {
-  for (const c of viz.graph.children) { c.layoutOptions['elk.portConstraints'] = 'FREE'; }
-});
-await run('ports, FIXED_ORDER', (viz) => {
-  for (const c of viz.graph.children) { c.layoutOptions['elk.portConstraints'] = 'FIXED_ORDER'; }
-});
-await run('FIXED_POS + explicit port side', (viz) => {
-  for (const c of viz.graph.children) {
-    for (const p of c.ports ?? []) { p.layoutOptions = { 'elk.port.side': p.id.endsWith(':in') ? 'WEST' : 'EAST' }; }
-  }
-});
diff --git a/elk-task/spike/layers5.mjs b/elk-task/spike/layers5.mjs
deleted file mode 100644
index 5b4c682b..00000000
--- a/elk-task/spike/layers5.mjs
+++ /dev/null
@@ -1,44 +0,0 @@
-import fs from 'node:fs';
-import { createRequire } from 'node:module';
-const require = createRequire(import.meta.url);
-const ELK = require('elkjs/lib/elk.bundled.js');
-const { buildGraph } = require('../../out/programflow-visualization/graph-model.js');
-const elk = new ELK();
-
-function load(file) {
-  const src = fs.readFileSync(file, 'utf8');
-  const window = {};
-  new Function('window', src)(window);
-  return window.__PROGRAMFLOW_TRACE__.trace;
-}
-
-async function run(elem, constraint) {
-  const viz = buildGraph(elem, new Set());
-  for (const child of viz.graph.children) {
-    child.width = 160;
-    child.height = 24 + 20 * Math.max(1, viz.nodes.get(child.id).rows.length);
-    for (const p of child.ports ?? []) { p.x = p.id.endsWith(':in') ? 0 : 160; p.y = 12; }
-    if (child.id.startsWith('frame')) { child.layoutOptions['elk.layered.layering.layerConstraint'] = constraint; }
-  }
-  const t0 = Date.now();
-  const r = await elk.layout(viz.graph);
-  const ms = Date.now() - t0;
-  const frames = r.children.filter(c => c.id.startsWith('frame'));
-  const objects = r.children.filter(c => !c.id.startsWith('frame'));
-  const framesRight = Math.max(...frames.map(c => c.x + c.width));
-  const objectsLeft = Math.min(...objects.map(c => c.x));
-  return { constraint, ms, framesX: frames.map(c => c.x), objectsLeft, framesRight, clean: framesRight <= objectsLeft };
-}
-
-const trace = load('out/programflow-visualization/web/example-trace-content.js');
-for (const constraint of ['FIRST', 'FIRST_SEPARATE']) {
-  const bad = [];
-  let total = 0;
-  for (let i = 0; i < trace.length; i++) {
-    const r = await run(trace[i], constraint);
-    total += r.ms;
-    if (!r.clean) { bad.push(`step ${i}: framesRight=${r.framesRight} objectsLeft=${r.objectsLeft}`); }
-  }
-  console.log(`${constraint.padEnd(15)} steps=${trace.length} totalMs=${total} overlapping=${bad.length}`);
-  bad.slice(0, 3).forEach(b => console.log('   ', b));
-}
diff --git a/elk-task/spike/layers6.mjs b/elk-task/spike/layers6.mjs
deleted file mode 100644
index 3b7527e5..00000000
--- a/elk-task/spike/layers6.mjs
+++ /dev/null
@@ -1,44 +0,0 @@
-import fs from 'node:fs';
-import { createRequire } from 'node:module';
-const require = createRequire(import.meta.url);
-const ELK = require('elkjs/lib/elk.bundled.js');
-const { buildGraph } = require('../../out/programflow-visualization/graph-model.js');
-const elk = new ELK();
-
-function load(file) {
-  const window = {};
-  new Function('window', fs.readFileSync(file, 'utf8'))(window);
-  return window.__PROGRAMFLOW_TRACE__.trace;
-}
-
-async function run(elem, constraint) {
-  const viz = buildGraph(elem, new Set());
-  for (const child of viz.graph.children) {
-    child.width = 160;
-    child.height = 24 + 20 * Math.max(1, viz.nodes.get(child.id).rows.length);
-    for (const p of child.ports ?? []) { p.x = p.id.endsWith(':in') ? 0 : 160; p.y = 12; }
-    if (child.id.startsWith('frame')) { child.layoutOptions['elk.layered.layering.layerConstraint'] = constraint; }
-  }
-  const t0 = Date.now();
-  const r = await elk.layout(viz.graph);
-  const ms = Date.now() - t0;
-  const frames = r.children.filter(c => c.id.startsWith('frame'));
-  const objects = r.children.filter(c => !c.id.startsWith('frame'));
-  if (objects.length === 0) { return { ms, clean: true }; }
-  const framesRight = Math.max(...frames.map(c => c.x + c.width));
-  const objectsLeft = Math.min(...objects.map(c => c.x));
-  return { ms, clean: framesRight <= objectsLeft, nodes: r.children.length };
-}
-
-for (const name of ['example', 'example-anonymous', 'example-cycles', 'example-error']) {
-  const trace = load(`/tmp/trace-${name}.js`);
-  for (const constraint of ['FIRST', 'FIRST_SEPARATE']) {
-    let bad = 0, total = 0, maxMs = 0, maxNodes = 0;
-    for (const elem of trace) {
-      const r = await run(elem, constraint);
-      total += r.ms; maxMs = Math.max(maxMs, r.ms); maxNodes = Math.max(maxNodes, r.nodes ?? 0);
-      if (!r.clean) { bad++; }
-    }
-    console.log(`${name.padEnd(18)} ${constraint.padEnd(15)} steps=${String(trace.length).padStart(3)} maxNodes=${String(maxNodes).padStart(3)} totalMs=${String(total).padStart(5)} maxMs=${String(maxMs).padStart(4)} bandOverlap=${bad}`);
-  }
-}
diff --git a/elk-task/spike/make-trace.py b/elk-task/spike/make-trace.py
deleted file mode 100644
index 35a30228..00000000
--- a/elk-task/spike/make-trace.py
+++ /dev/null
@@ -1,67 +0,0 @@
-# Throwaway: generates a real trace for browser dev mode, so the ELK pipeline can be
-# checked against the example programs of elk-plan.md 9.1 instead of the tiny checked-in
-# placeholder. Deleted together with the rest of elk-task/spike (plan 7.9).
-#
-#   npm run build:web
-#   python3 elk-task/spike/make-trace.py elk-task/example.py
-#   (serve out/programflow-visualization/web over HTTP, open with #elk)
-#
-# Writes into out/, never into src/, so the checked-in placeholder stays untouched.
-import json
-import os
-import socket
-import subprocess
-import sys
-
-ROOT = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
-GENERATOR = os.path.join(ROOT, "pytrace-generator", "main.py")
-TARGET = os.path.join(
-    ROOT, "out", "programflow-visualization", "web", "example-trace-content.js"
-)
-
-
-def read_entries(data):
-    entries = []
-    while data:
-        length = int.from_bytes(data[:4], byteorder="big", signed=False)
-        data = data[4:]
-        entries.append(json.loads(str(data[:length], encoding="utf-8")))
-        data = data[length:]
-    return entries
-
-
-def collect(python_file):
-    server = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
-    server.bind(("127.0.0.1", 0))
-    server.listen(1)
-    port = server.getsockname()[1]
-    process = subprocess.Popen(["python3", GENERATOR, python_file, str(port)])
-    connection, _ = server.accept()
-    data = bytearray()
-    while True:
-        buf = connection.recv(4096)
-        if not buf:
-            break
-        data.extend(buf)
-    connection.close()
-    server.close()
-    process.wait()
-    return read_entries(data)
-
-
-def main():
-    if len(sys.argv) != 2:
-        print(f"usage: {sys.argv[0]} <python-file>", file=sys.stderr)
-        return 2
-    entries = collect(os.path.abspath(sys.argv[1]))
-    payload = json.dumps({"complete": True, "trace": entries}, indent=1)
-    with open(TARGET, "w", encoding="utf-8") as f:
-        f.write("/* eslint-disable */\n")
-        f.write(f"// generated from {sys.argv[1]} by elk-task/spike/make-trace.py\n")
-        f.write(f"window.__PROGRAMFLOW_TRACE__ = {payload};\n")
-    print(f"{len(entries)} steps -> {TARGET}")
-    return 0
-
-
-if __name__ == "__main__":
-    sys.exit(main())
diff --git a/elk-task/spike/opt-test.mjs b/elk-task/spike/opt-test.mjs
deleted file mode 100644
index 1ee2cce0..00000000
--- a/elk-task/spike/opt-test.mjs
+++ /dev/null
@@ -1,32 +0,0 @@
-import { createRequire } from 'node:module';
-const require = createRequire(import.meta.url);
-const ELK = require('elkjs/lib/elk.bundled.js');
-const elk = new ELK();
-
-async function probe(label, frameOpts, graphOpts) {
-  const g = {
-    id: 'root',
-    layoutOptions: { 'elk.algorithm': 'layered', 'elk.direction': 'RIGHT', ...graphOpts },
-    children: [
-      { id: 'F', width: 100, height: 40, layoutOptions: frameOpts },
-      { id: 'a', width: 100, height: 40 },
-      { id: 'b', width: 100, height: 40 },
-      { id: 'c', width: 100, height: 40 },
-      { id: 'd', width: 100, height: 40 },
-    ],
-    edges: [
-      { id: 'e1', sources: ['a'], targets: ['b'] },
-      { id: 'e2', sources: ['b'], targets: ['c'] },
-      { id: 'e3', sources: ['c'], targets: ['d'] },
-      { id: 'e4', sources: ['F'], targets: ['d'] },
-    ],
-  };
-  const r = await elk.layout(g);
-  const xs = Object.fromEntries(r.children.map(c => [c.id, c.x]));
-  console.log(label.padEnd(46), JSON.stringify(xs));
-}
-
-await probe('no constraint', undefined, {});
-await probe('elk.layered.layering.layerConstraint', { 'elk.layered.layering.layerConstraint': 'FIRST' }, {});
-await probe('org.eclipse.elk...layerConstraint', { 'org.eclipse.elk.layered.layering.layerConstraint': 'FIRST' }, {});
-await probe('layerConstraint + spacing 60', { 'elk.layered.layering.layerConstraint': 'FIRST' }, { 'elk.layered.spacing.nodeNodeBetweenLayers': '60' });
diff --git a/elk-task/spike/opt-test2.mjs b/elk-task/spike/opt-test2.mjs
deleted file mode 100644
index d770d509..00000000
--- a/elk-task/spike/opt-test2.mjs
+++ /dev/null
@@ -1,36 +0,0 @@
-import { createRequire } from 'node:module';
-const require = createRequire(import.meta.url);
-const ELK = require('elkjs/lib/elk.bundled.js');
-const elk = new ELK();
-
-async function probe(label, extraEdges, constraint = 'FIRST') {
-  const g = {
-    id: 'root',
-    layoutOptions: { 'elk.algorithm': 'layered', 'elk.direction': 'RIGHT' },
-    children: ['F', 'a', 'b', 'c', 'd', 'p', 'q'].map(id => ({
-      id, width: 100, height: 40,
-      layoutOptions: id === 'F' ? { 'elk.layered.layering.layerConstraint': constraint } : undefined,
-    })),
-    edges: [
-      { id: 'e1', sources: ['a'], targets: ['b'] },
-      { id: 'e2', sources: ['b'], targets: ['c'] },
-      { id: 'e3', sources: ['c'], targets: ['d'] },
-      { id: 'e4', sources: ['F'], targets: ['d'] },
-      ...extraEdges,
-    ],
-  };
-  const r = await elk.layout(g);
-  const xs = Object.fromEntries(r.children.map(c => [c.id, c.x]));
-  const minX = Math.min(...r.children.map(c => c.x));
-  console.log(label.padEnd(38), `F=${String(xs.F).padStart(4)} minX=${String(minX).padStart(4)} ${xs.F === minX ? 'OK' : '<-- NOT FIRST'}`, JSON.stringify(xs));
-}
-
-await probe('acyclic', []);
-await probe('+ self loop on p', [{ id: 'c1', sources: ['p'], targets: ['p'] }]);
-await probe('+ two-node cycle p<->q', [{ id: 'c1', sources: ['p'], targets: ['q'] }, { id: 'c2', sources: ['q'], targets: ['p'] }]);
-await probe('+ two-node cycle, FIRST_SEPARATE', [{ id: 'c1', sources: ['p'], targets: ['q'] }, { id: 'c2', sources: ['q'], targets: ['p'] }], 'FIRST_SEPARATE');
-await probe('+ cycle reachable from F', [
-  { id: 'c1', sources: ['F'], targets: ['p'] },
-  { id: 'c2', sources: ['p'], targets: ['q'] },
-  { id: 'c3', sources: ['q'], targets: ['p'] },
-]);
diff --git a/elk-task/spike/spike.mjs b/elk-task/spike/spike.mjs
deleted file mode 100644
index 2e2965ce..00000000
--- a/elk-task/spike/spike.mjs
+++ /dev/null
@@ -1,603 +0,0 @@
-// Spike for elk-plan.md §7.1. Throwaway measurement harness — not shipped.
-//
-// Answers the four questions the plan defers to the spike:
-//   1. bundle size          (§2)
-//   2. layout time          (§6.5)
-//   3. step-to-step stability (§6.5)
-//   4. self-loop / back-edge routing with FIXED_POS ports (§6.1)
-//
-// Run: node elk-task/spike/spike.mjs   (after `npm run compile`)
-
-import fs from "fs";
-import path from "path";
-import { fileURLToPath } from "url";
-import { createRequire } from "module";
-import * as esbuild from "esbuild";
-
-const require = createRequire(import.meta.url);
-const _dirname = path.dirname(fileURLToPath(import.meta.url));
-const root = path.resolve(_dirname, "../..");
-
-const ELK = require("elkjs/lib/elk.bundled.js");
-const { visibleAddresses, outgoingRefs, rootRefs, asRecord } = await import(
-  path.join(root, "out/programflow-visualization/reachability.js")
-);
-
-// ---------------------------------------------------------------- fake sizes
-// No DOM here, so approximate what measure.ts will do for real (§6.2).
-const ROW_H = 22;
-const HEADER_H = 24;
-const CHAR_W = 7.5;
-const PAD = 16;
-
-const boxWidth = (lines) =>
-  Math.max(90, PAD + CHAR_W * Math.max(...lines.map((l) => l.length), 0));
-
-// ---------------------------------------------------------------- graph build
-// Simplified stand-in for graph-model.ts (§6.1): flat graph, frames pinned to
-// the first layer, one FIXED_POS east port per referencing row, one west input
-// port per object node.
-
-const LAYOUT_OPTIONS = {
-  "elk.algorithm": "layered",
-  "elk.direction": "RIGHT",
-  "elk.edgeRouting": "ORTHOGONAL",
-  "elk.spacing.nodeNode": "25",
-  "elk.layered.spacing.nodeNodeBetweenLayers": "60",
-  "elk.layered.considerModelOrder.strategy": "NODES_AND_EDGES",
-};
-
-function valueText(v) {
-  return v.type === "ref" ? "" : String(v.value);
-}
-
-function rowsOfHeapValue(hv) {
-  switch (hv.type) {
-    case "dict": {
-      const keys = Object.values(asRecord(hv.keys));
-      const vals = Object.values(asRecord(hv.value));
-      return vals.map((v, i) => ({
-        label: `${valueText(keys[i]) || "*"} ${valueText(v)}`,
-        ref: v.type === "ref" ? v.value : undefined,
-      }));
-    }
-    case "instance":
-      return Object.entries(asRecord(hv.value)).map(([k, v]) => ({
-        label: `${k} ${valueText(v)}`,
-        ref: v.type === "ref" ? v.value : undefined,
-      }));
-    default:
-      return hv.value.map((v, i) => ({
-        label: `[${i}] ${valueText(v)}`,
-        ref: v.type === "ref" ? v.value : undefined,
-      }));
-  }
-}
-
-function headerOfHeapValue(hv) {
-  return hv.type === "instance" ? hv.name : hv.type;
-}
-
-function buildGraph(elem, collapsed = new Set()) {
-  const heap = asRecord(elem.heap);
-  const visible = visibleAddresses(elem, collapsed);
-  const children = [];
-  const edges = [];
-  let edgeId = 0;
-
-  const nodeFromRows = (id, header, rows, extra) => {
-    const labels = [header, ...rows.map((r) => r.label)];
-    const ports = rows
-      .map((r, i) => ({ row: r, i }))
-      .filter(({ row }) => row.ref !== undefined)
-      .map(({ i }) => ({
-        id: `${id}:${i}`,
-        width: 0,
-        height: 0,
-        x: boxWidth(labels),
-        y: HEADER_H + i * ROW_H + ROW_H / 2,
-        layoutOptions: { "elk.port.side": "EAST" },
-      }));
-    return {
-      id,
-      width: boxWidth(labels),
-      height: HEADER_H + rows.length * ROW_H,
-      ports,
-      layoutOptions: {
-        "elk.portConstraints": "FIXED_POS",
-        ...(extra ?? {}),
-      },
-    };
-  };
-
-  // Frames, in stack order, pinned to the first layer.
-  elem.stack.forEach((frame, index) => {
-    const rows = frame.locals.map((l) => ({
-      label: `${l.name} ${valueText(l)}`,
-      ref: l.type === "ref" ? l.value : undefined,
-    }));
-    const node = nodeFromRows(`frame:${index}`, frame.frameName, rows, {
-      "elk.layered.layering.layerConstraint": "FIRST",
-    });
-    children.push(node);
-    rows.forEach((r, i) => {
-      if (r.ref !== undefined && visible.has(r.ref)) {
-        edges.push({
-          id: `e${edgeId++}`,
-          sources: [`frame:${index}:${i}`],
-          targets: [`obj:${r.ref}:in`],
-        });
-      }
-    });
-  });
-
-  // Objects, ascending address.
-  const addresses = [...visible].sort((a, b) => a - b);
-  for (const address of addresses) {
-    const hv = heap[address];
-    if (!hv) { continue; }
-    const id = `obj:${address}`;
-    const isCollapsed = collapsed.has(address);
-    const rows = isCollapsed
-      ? [{ label: `${rowsOfHeapValue(hv).length} entries` }]
-      : rowsOfHeapValue(hv);
-    const node = nodeFromRows(id, headerOfHeapValue(hv), rows);
-    // Dedicated west input port (§6.1).
-    node.ports.unshift({
-      id: `${id}:in`,
-      width: 0,
-      height: 0,
-      x: 0,
-      y: HEADER_H / 2,
-      layoutOptions: { "elk.port.side": "WEST" },
-    });
-    children.push(node);
-    if (isCollapsed) { continue; }
-    rows.forEach((r, i) => {
-      if (r.ref !== undefined && visible.has(r.ref)) {
-        edges.push({
-          id: `e${edgeId++}`,
-          sources: [`${id}:${i}`],
-          targets: [`obj:${r.ref}:in`],
-        });
-      }
-    });
-  }
-
-  return { id: "root", layoutOptions: LAYOUT_OPTIONS, children, edges };
-}
-
-// ---------------------------------------------------------------- trace load
-function loadExampleTrace() {
-  const file = path.join(
-    root,
-    "src/programflow-visualization/web/example-trace-content.js"
-  );
-  const src = fs.readFileSync(file, "utf8");
-  const sandbox = { window: {} };
-  new Function("window", src)(sandbox.window);
-  return sandbox.window.__PROGRAMFLOW_TRACE__.trace;
-}
-
-// ---------------------------------------------------------------- fixtures
-function makeCyclicElem() {
-  //   selfRef -> [selfRef]            (self-loop)
-  //   left <-> right                  (two-object cycle)
-  return {
-    line: 1,
-    filePath: "example-cycles.py",
-    stack: [
-      {
-        frameName: "<module>",
-        locals: [
-          { name: "selfRef", type: "ref", value: 1 },
-          { name: "left", type: "ref", value: 2 },
-          { name: "right", type: "ref", value: 3 },
-        ],
-      },
-    ],
-    heap: {
-      1: { type: "list", value: [{ type: "ref", value: 1 }] },
-      2: { type: "instance", name: "Node", value: { other: { type: "ref", value: 3 } } },
-      3: { type: "instance", name: "Node", value: { other: { type: "ref", value: 2 } } },
-    },
-    stdout: "",
-  };
-}
-
-function syntheticElem(listCount) {
-  // A frame holding N lists, each list holding 4 instances. Rough stand-in for
-  // a mid-sized student program's heap.
-  const heap = {};
-  const locals = [];
-  let addr = 1;
-  for (let i = 0; i < listCount; i++) {
-    const listAddr = addr++;
-    const items = [];
-    for (let j = 0; j < 4; j++) {
-      const objAddr = addr++;
-      heap[objAddr] = {
-        type: "instance",
-        name: "Student",
-        value: { name: { type: "str", value: `s${objAddr}` }, grade: { type: "float", value: 1.5 } },
-      };
-      items.push({ type: "ref", value: objAddr });
-    }
-    heap[listAddr] = { type: "list", value: items };
-    locals.push({ name: `list${i}`, type: "ref", value: listAddr });
-  }
-  return { line: 1, filePath: "synthetic.py", stack: [{ frameName: "<module>", locals }], heap, stdout: "" };
-}
-
-// ---------------------------------------------------------------- reporting
-const flat = (g) => {
-  const out = new Map();
-  for (const c of g.children ?? []) { out.set(c.id, { x: c.x, y: c.y }); }
-  return out;
-};
-
-function report(title) {
-  console.log(`\n${"=".repeat(72)}\n${title}\n${"=".repeat(72)}`);
-}
-
-// ---------------------------------------------------------------- 1. bundle
-report("1. Bundle size (§2)");
-{
-  const webSrc = path.join(root, "src/programflow-visualization/web");
-  const base = await esbuild.build({
-    entryPoints: [path.join(webSrc, "webview.ts")],
-    bundle: true,
-    platform: "browser",
-    format: "iife",
-    write: false,
-  });
-  const withElk = await esbuild.build({
-    stdin: {
-      contents: `import ELK from "elkjs/lib/elk.bundled.js"; console.log(new ELK());`,
-      resolveDir: root,
-      loader: "ts",
-    },
-    bundle: true,
-    platform: "browser",
-    format: "iife",
-    write: false,
-  });
-  const minified = await esbuild.build({
-    stdin: {
-      contents: `import ELK from "elkjs/lib/elk.bundled.js"; console.log(new ELK());`,
-      resolveDir: root,
-      loader: "ts",
-    },
-    bundle: true,
-    minify: true,
-    platform: "browser",
-    format: "iife",
-    write: false,
-  });
-  const kb = (r) => (r.outputFiles[0].contents.byteLength / 1024).toFixed(0);
-  console.log(`  webview.js today            ${kb(base).padStart(6)} KiB`);
-  console.log(`  elkjs alone, unminified     ${kb(withElk).padStart(6)} KiB`);
-  console.log(`  elkjs alone, minified       ${kb(minified).padStart(6)} KiB`);
-}
-
-// ---------------------------------------------------------------- 2./3. trace
-const elk = new ELK();
-const trace = loadExampleTrace();
-
-report("2. Layout time over the example trace (§6.5)");
-const layouts = [];
-const times = [];
-for (const elem of trace) {
-  const graph = buildGraph(elem);
-  const t0 = performance.now();
-  const laid = await elk.layout(structuredClone(graph));
-  times.push(performance.now() - t0);
-  layouts.push(laid);
-}
-{
-  const rest = times.slice(1);
-  const sorted = [...rest].sort((a, b) => a - b);
-  const nodes = Math.max(...layouts.map((l) => l.children.length));
-  console.log(`  steps                       ${trace.length}`);
-  console.log(`  max nodes in a step         ${nodes}`);
-  console.log(`  first call (JIT warm-up)    ${times[0].toFixed(1)} ms`);
-  console.log(`  median after warm-up        ${sorted[sorted.length >> 1].toFixed(1)} ms`);
-  console.log(`  max after warm-up           ${Math.max(...rest).toFixed(1)} ms`);
-  console.log(`  budget (§6.5)               100 ms per step`);
-}
-
-report("2b. Scaling: synthetic graphs (does the budget hold for real programs?)");
-{
-  for (const listCount of [2, 5, 10, 20, 40]) {
-    const graph = buildGraph(syntheticElem(listCount));
-    const nodeCount = graph.children.length;
-    const runs = [];
-    for (let r = 0; r < 3; r++) {
-      const t0 = performance.now();
-      await elk.layout(structuredClone(graph));
-      runs.push(performance.now() - t0);
-    }
-    const best = Math.min(...runs);
-    const flag = best > 100 ? "  OVER BUDGET" : "";
-    console.log(
-      `  ${String(nodeCount).padStart(4)} nodes, ${String(graph.edges.length).padStart(4)} edges` +
-        ` -> ${best.toFixed(1).padStart(7)} ms${flag}`
-    );
-  }
-}
-
-report("2c. Performance knobs on a 101-node graph");
-{
-  const base = buildGraph(syntheticElem(20));
-  const knobs = {
-    "plan defaults": {},
-    "thoroughness 1": { "elk.layered.thoroughness": "1" },
-    "no considerModelOrder": { "elk.layered.considerModelOrder.strategy": "NONE" },
-    "edgeRouting POLYLINE": { "elk.edgeRouting": "POLYLINE" },
-    "crossingMin LAYER_SWEEP off": { "elk.layered.crossingMinimization.strategy": "INTERACTIVE" },
-    "thoroughness 1 + no model order": {
-      "elk.layered.thoroughness": "1",
-      "elk.layered.considerModelOrder.strategy": "NONE",
-    },
-  };
-  for (const [name, options] of Object.entries(knobs)) {
-    const graph = { ...base, layoutOptions: { ...LAYOUT_OPTIONS, ...options } };
-    const runs = [];
-    for (let r = 0; r < 3; r++) {
-      const t0 = performance.now();
-      await elk.layout(structuredClone(graph));
-      runs.push(performance.now() - t0);
-    }
-    const best = Math.min(...runs);
-    console.log(`  ${name.padEnd(32)} ${best.toFixed(1).padStart(7)} ms${best > 100 ? "  OVER BUDGET" : ""}`);
-  }
-}
-
-report("3. Step-to-step stability (§6.5)");
-{
-  const measure = (ls) => {
-    let compared = 0;
-    let moved = 0;
-    let worst = { d: 0, id: null, step: -1 };
-    for (let i = 1; i < ls.length; i++) {
-      const a = flat(ls[i - 1]);
-      const b = flat(ls[i]);
-      for (const [id, pa] of a) {
-        const pb = b.get(id);
-        if (!pb) { continue; }
-        compared++;
-        const d = Math.hypot(pa.x - pb.x, pa.y - pb.y);
-        if (d > 0.5) { moved++; }
-        if (d > worst.d) { worst = { d, id, step: i }; }
-      }
-    }
-    return { compared, moved, worst };
-  };
-
-  const plain = measure(layouts);
-  console.log(`  deterministic order only (current plan §6.5 step 1):`);
-  console.log(`    nodes present in both     ${plain.compared}`);
-  console.log(`    of those, moved           ${plain.moved}  (${((100 * plain.moved) / Math.max(1, plain.compared)).toFixed(1)} %)`);
-  console.log(`    largest single jump       ${plain.worst.d.toFixed(0)} px  (${plain.worst.id} at step ${plain.worst.step})`);
-
-  // §6.5 step 2: seed each layout with the previous step's coordinates.
-  // Several INTERACTIVE combinations, because they are not equally compatible
-  // with layerConstraint: FIRST (§4).
-  const variants = {
-    "all INTERACTIVE": {
-      "elk.layered.crossingMinimization.strategy": "INTERACTIVE",
-      "elk.layered.cycleBreaking.strategy": "INTERACTIVE",
-      "elk.layered.layering.strategy": "INTERACTIVE",
-      "elk.layered.nodePlacement.strategy": "INTERACTIVE",
-    },
-    "placement + crossings only": {
-      "elk.layered.crossingMinimization.strategy": "INTERACTIVE",
-      "elk.layered.nodePlacement.strategy": "INTERACTIVE",
-    },
-    "crossings only": {
-      "elk.layered.crossingMinimization.strategy": "INTERACTIVE",
-    },
-  };
-
-  for (const [name, options] of Object.entries(variants)) {
-    const seeded = [];
-    let previous = null;
-    let failure = null;
-    for (const elem of trace) {
-      const graph = buildGraph(elem);
-      graph.layoutOptions = { ...LAYOUT_OPTIONS, ...options };
-      if (previous) {
-        for (const c of graph.children) {
-          const p = previous.get(c.id);
-          if (p) { c.x = p.x; c.y = p.y; }
-        }
-      }
-      try {
-        const laid = await elk.layout(structuredClone(graph));
-        seeded.push(laid);
-        previous = flat(laid);
-      } catch (err) {
-        failure = String(err?.message ?? err).split("\n")[0].slice(0, 200);
-        break;
-      }
-    }
-    if (failure) {
-      console.log(`  seeded, ${name}: FAILED`);
-      console.log(`    ${failure}`);
-    } else {
-      const m = measure(seeded);
-      console.log(
-        `  seeded, ${name.padEnd(27)} moved ${String(m.moved).padStart(2)}/${m.compared}` +
-          ` (${((100 * m.moved) / Math.max(1, m.compared)).toFixed(0).padStart(3)} %), worst jump ${m.worst.d.toFixed(0)} px`
-      );
-    }
-  }
-}
-
-report("3b. Does layerConstraint FIRST survive a heap cycle? (§4)");
-{
-  // The failure above is about edge reversal. Default (GREEDY) cycle breaking only
-  // reverses edges inside cycles, and frames can never be in a cycle because nothing
-  // points at them — verify that on the cyclic graph.
-  const cyclic = makeCyclicElem();
-  try {
-    await elk.layout(buildGraph(cyclic));
-    console.log("  GREEDY cycle breaking + layerConstraint FIRST: OK");
-  } catch (err) {
-    console.log(`  FAILED: ${String(err?.message ?? err).split("\n")[0].slice(0, 200)}`);
-  }
-}
-
-report("3c. Stability when only VALUES change (no nodes added or removed)");
-{
-  // The 33 % above is contaminated: the example trace grows, and inserting a node
-  // legitimately shifts its neighbours. The real question is whether a step that
-  // changes nothing structural leaves the picture alone.
-  const base = syntheticElem(6);
-  const steps = [];
-  for (let s = 0; s < 8; s++) {
-    const elem = structuredClone(base);
-    // Mutate one float per step; structure and addresses stay identical.
-    const addresses = Object.keys(elem.heap);
-    const target = elem.heap[addresses[(s * 3) % addresses.length]];
-    if (target.type === "instance") { target.value.grade = { type: "float", value: 1 + s / 10 }; }
-    steps.push(elem);
-  }
-
-  const laidOut = [];
-  for (const elem of steps) {
-    laidOut.push(await elk.layout(structuredClone(buildGraph(elem))));
-  }
-
-  const churn = (ls) => {
-    let compared = 0;
-    let moved = 0;
-    let worst = 0;
-    for (let i = 1; i < ls.length; i++) {
-      const a = flat(ls[i - 1]);
-      const b = flat(ls[i]);
-      for (const [id, pa] of a) {
-        const pb = b.get(id);
-        if (!pb) { continue; }
-        compared++;
-        const d = Math.hypot(pa.x - pb.x, pa.y - pb.y);
-        if (d > 0.5) { moved++; }
-        worst = Math.max(worst, d);
-      }
-    }
-    return { compared, moved, worst };
-  };
-
-  const withOrder = churn(laidOut);
-  console.log(`  value-only steps, nodes compared  ${withOrder.compared}`);
-  console.log(`  of those, moved                   ${withOrder.moved}  (${((100 * withOrder.moved) / Math.max(1, withOrder.compared)).toFixed(1)} %)`);
-  console.log(`  largest jump                      ${withOrder.worst.toFixed(0)} px`);
-  console.log(`  -> ${withOrder.moved === 0 ? "STABLE: identical structure gives identical layout" : "UNSTABLE: layout churns without structural change"}`);
-
-  // considerModelOrder is the expensive option (§2c). Is it what buys the stability?
-  const withoutOrder = [];
-  for (const elem of steps) {
-    const graph = buildGraph(elem);
-    graph.layoutOptions = { ...LAYOUT_OPTIONS, "elk.layered.considerModelOrder.strategy": "NONE" };
-    withoutOrder.push(await elk.layout(structuredClone(graph)));
-  }
-  const off = churn(withoutOrder);
-  console.log(`  same, considerModelOrder NONE     moved ${off.moved}/${off.compared}, largest ${off.worst.toFixed(0)} px`);
-
-  // Does dropping model order change the row/node ORDER the user sees?
-  const orderOf = (l) => l.children.map((c) => c.id).join(",");
-  const yOrderOf = (l) =>
-    [...l.children].sort((p, q) => p.y - q.y || p.x - q.x).map((c) => c.id).join(",");
-  console.log(`  visual top-to-bottom order identical with/without model order: ` +
-    `${yOrderOf(laidOut[0]) === yOrderOf(withoutOrder[0])}`);
-  void orderOf;
-}
-
-report("3d. Stability when ONE node is appended to a list");
-{
-  // The common case while stepping: a list grows by one element.
-  const laidOut = [];
-  for (let extra = 0; extra < 5; extra++) {
-    const elem = syntheticElem(4);
-    const listAddr = Number(Object.keys(elem.heap).find((a) => elem.heap[a].type === "list"));
-    for (let k = 0; k < extra; k++) {
-      const newAddr = 1000 + k;
-      elem.heap[newAddr] = {
-        type: "instance",
-        name: "Student",
-        value: { name: { type: "str", value: `extra${k}` }, grade: { type: "float", value: 2 } },
-      };
-      elem.heap[listAddr].value.push({ type: "ref", value: newAddr });
-    }
-    laidOut.push(await elk.layout(structuredClone(buildGraph(elem))));
-  }
-
-  let compared = 0;
-  let moved = 0;
-  let worst = 0;
-  for (let i = 1; i < laidOut.length; i++) {
-    const a = flat(laidOut[i - 1]);
-    const b = flat(laidOut[i]);
-    for (const [id, pa] of a) {
-      const pb = b.get(id);
-      if (!pb) { continue; }
-      compared++;
-      const d = Math.hypot(pa.x - pb.x, pa.y - pb.y);
-      if (d > 0.5) { moved++; }
-      worst = Math.max(worst, d);
-    }
-  }
-  console.log(`  nodes surviving the append        ${compared}`);
-  console.log(`  of those, moved                   ${moved}  (${((100 * moved) / Math.max(1, compared)).toFixed(1)} %)`);
-  console.log(`  largest jump                      ${worst.toFixed(0)} px`);
-}
-
-// ---------------------------------------------------------------- 4. cycles
-report("4. Self-loops and back-edges with FIXED_POS ports (§6.1)");
-{
-  // The recorded example trace has no cycles, so use the hand-built fixture.
-  const laid = await elk.layout(buildGraph(makeCyclicElem()));
-  const byId = new Map(laid.children.map((c) => [c.id, c]));
-  console.log(`  nodes: ${laid.children.map((c) => `${c.id}@(${c.x|0},${c.y|0})`).join("  ")}`);
-  for (const e of laid.edges ?? []) {
-    const s = e.sections?.[0];
-    if (!s) {
-      console.log(`  ${e.id} ${e.sources} -> ${e.targets}: NO SECTION`);
-      continue;
-    }
-    const bends = s.bendPoints?.length ?? 0;
-    const selfLoop =
-      e.sources[0].split(":").slice(0, 2).join(":") ===
-      e.targets[0].split(":").slice(0, 2).join(":");
-    const backwards = s.endPoint.x < s.startPoint.x;
-    const span = Math.hypot(
-      s.endPoint.x - s.startPoint.x,
-      s.endPoint.y - s.startPoint.y
-    );
-    console.log(
-      `  ${e.id.padEnd(4)} ${String(e.sources).padEnd(16)} -> ${String(e.targets).padEnd(12)}` +
-        ` bends=${bends} span=${span.toFixed(0)}px` +
-        `${selfLoop ? "  SELF-LOOP" : ""}${backwards ? "  BACK-EDGE" : ""}`
-    );
-  }
-  // Does any edge path cross a node box it does not belong to?
-  const crossings = [];
-  for (const e of laid.edges ?? []) {
-    const s = e.sections?.[0];
-    if (!s) { continue; }
-    const pts = [s.startPoint, ...(s.bendPoints ?? []), s.endPoint];
-    const own = new Set([e.sources[0], e.targets[0]].map((p) => p.split(":").slice(0, 2).join(":")));
-    for (const c of laid.children) {
-      if (own.has(c.id)) { continue; }
-      for (const p of pts) {
-        if (p.x > c.x && p.x < c.x + c.width && p.y > c.y && p.y < c.y + c.height) {
-          crossings.push(`${e.id} through ${c.id}`);
-        }
-      }
-    }
-  }
-  console.log(`  bend points inside foreign node boxes: ${crossings.length ? crossings.join(", ") : "none"}`);
-  void byId;
-}
-
-console.log("");
diff --git a/package-lock.json b/package-lock.json
index 9ebb2b6e..5392f9f7 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -10,7 +10,6 @@
 			"license": "See license in LICENSE",
 			"dependencies": {
 				"elkjs": "^0.12.0",
-				"linkerline": "^1.5.0",
 				"stringify-json": "^2.0.0",
 				"tmp": "^0.2.3",
 				"ts-md5": "^1.3.1"
@@ -2315,12 +2314,6 @@
 				"node": ">= 0.8.0"
 			}
 		},
-		"node_modules/linkerline": {
-			"version": "1.5.0",
-			"resolved": "https://registry.npmjs.org/linkerline/-/linkerline-1.5.0.tgz",
-			"integrity": "sha512-DOs7nBPY261mDQ9DfvxVyeoqCVCLtgRyF3LakoZYPDqM+GX8xkbR5gdnNHY8avz6my+ljkA4IqXTHgSqtD3gSA==",
-			"license": "MIT"
-		},
 		"node_modules/listenercount": {
 			"version": "1.0.1",
 			"resolved": "https://registry.npmjs.org/listenercount/-/listenercount-1.0.1.tgz",
diff --git a/package.json b/package.json
index a9fb99ca..34d8baf1 100644
--- a/package.json
+++ b/package.json
@@ -96,7 +96,6 @@
 	},
 	"dependencies": {
 		"elkjs": "^0.12.0",
-		"linkerline": "^1.5.0",
 		"stringify-json": "^2.0.0",
 		"tmp": "^0.2.3",
 		"ts-md5": "^1.3.1"
diff --git a/src/programflow-visualization/README.md b/src/programflow-visualization/README.md
index 3ce22a96..c9fffbdd 100644
--- a/src/programflow-visualization/README.md
+++ b/src/programflow-visualization/README.md
@@ -4,13 +4,23 @@
 
 ### **Webview (web/)**
 The self-contained UI component that the user interacts with:
-- **webview.ts**: Manages trace navigation, rendering, and local state. Navigation (prev/next/first/last) is fully local; after updating the visualization, it emits a `highlight` message for line highlighting in the editor.
-- **html-generator.ts**: Converts backend trace elements into HTML fragments for display.
+- **webview.ts**: Manages trace navigation, rendering, and local state. Navigation (prev/next/first/last) is fully local; after updating the visualization, it emits a `highlight` message for line highlighting in the editor. Also owns the set of collapsed heap objects.
+- **elk-view.ts**: Runs one step through the pipeline (build → measure → lay out → draw) and caches the result per step, LRU-bounded.
+- **measure.ts**: Measures the real node markup offscreen and writes sizes and port positions back into the graph, so the layout matches what is drawn.
+- **graph-renderer.ts**: Positions the nodes from the ELK result and draws the edges as SVG paths.
+- **node-view.ts**: The single definition of a node's markup, shared by measurement and rendering.
+- **pan-zoom.ts**: Wheel zoom, drag panning and zoom-to-fit, applied as one CSS transform.
 - **vscode-host-adapter.ts**: Bridges between the webview's custom events and the VS Code webview API. Non-VS Code environments work unchanged (mock postMessage).
 - **index.html**: DOM structure, control buttons, and output panes.
 - **webview.css**: Layout and styling.
 - **example-trace-content.js**: Optional sample trace for design/development mode.
 
+### **Graph model (graph-model.ts, reachability.ts)**
+Outside `web/` because it is pure logic with no DOM, which is what makes it unit-testable
+(`src/test/unit`):
+- **graph-model.ts**: Turns one backend trace element into the ELK graph — one node per frame and per visible heap object, one port per row that holds a reference, one edge per reference.
+- **reachability.ts**: Decides which heap objects a step shows, given the set of collapsed ones.
+
 ### **Panel (frontend/)**
 The VS Code extension-side host that owns the webview:
 - **visualization_panel.ts**: Creates and manages the webview panel lifecycle. Receives `reset` and `append` messages from the trace backend, posts them to the webview. Handles `highlight` messages from the webview to update editor line highlighting.
@@ -29,7 +39,7 @@ graph TB
 
     subgraph webview["Webview (Sandboxed)"]
         ui["webview.ts<br/>(UI + Navigation)"]
-        gen["html-generator.ts<br/>(Rendering)"]
+        elk["elk-view.ts<br/>(build, measure, layout, draw)"]
     end
 
     subgraph editor["Editor"]
@@ -44,8 +54,8 @@ graph TB
     adapter -->|postMessage highlight| panel
     panel -->|updateLineHighlight| editor
 
-    ui -->|local navigation| gen
-    gen -->|innerHTML| ui
+    ui -->|current step + collapsed set| elk
+    elk -->|positioned nodes and edges| ui
 ```
 
 ## Data Flow
diff --git a/src/programflow-visualization/graph-model.ts b/src/programflow-visualization/graph-model.ts
index 15c9a997..eb1646ea 100644
--- a/src/programflow-visualization/graph-model.ts
+++ b/src/programflow-visualization/graph-model.ts
@@ -50,7 +50,7 @@ export type VizGraph = {
 };
 
 /**
- * Layout options settled by the spike (elk-task/spike/spike.mjs):
+ * Layout options settled by the spike, whose findings are in elk-task/elk-plan.md 7.1:
  * - cycleBreaking stays at its GREEDY default, or the frames' layer constraint throws
  *   as soon as an edge is reversed into a frame (plan 4).
  * - considerModelOrder is deliberately absent: it buys no stability and costs 2.5x
diff --git a/src/programflow-visualization/types.ts b/src/programflow-visualization/types.ts
index 0a65ba49..acca6adf 100644
--- a/src/programflow-visualization/types.ts
+++ b/src/programflow-visualization/types.ts
@@ -5,17 +5,6 @@ export type Try = Success | Failure;
 export type Success = { result: any };
 export type Failure = { errorMessage: string };
 
-// State Types for the Frontend
-export type FrontendTrace = Array<FrontendTraceElem>;
-
-export type FrontendTraceElem = {
-  lineNumber: number, // 1-based
-  stackHTML: string,
-  heapHTML: string,
-  filename: string,
-  outputState: string,
-};
-
 // ############################################################################################
 // State Types for the Backend
 export type PartialBackendTrace = {
diff --git a/src/programflow-visualization/web/html-generator.ts b/src/programflow-visualization/web/html-generator.ts
deleted file mode 100644
index 3ee2a436..00000000
--- a/src/programflow-visualization/web/html-generator.ts
+++ /dev/null
@@ -1,223 +0,0 @@
-// Convert backend trace elements into HTML fragments for the visualization panes
-import type {
-  BackendTraceElem,
-  FrontendTraceElem,
-  HeapValue,
-  NamedValue,
-  StackElem,
-  Value
-} from "../types";
-
-function escapeHTML(s: any) {
-    if (s !== undefined && s !== null) {
-        return s.toString().replace(/[^0-9A-Za-z ]/g, (c: string) => "&#" + c.charCodeAt(0) + ";");
-    } else {
-        return s;
-    }
-}
-
-function toID(s: any) {
-    if (s !== undefined && s !== null) {
-        return Array.from(s.toString()).filter((c) => {
-            return c !== "\"" && c !== "\t" && c !== "\n" && c !== "\f" && c !== "\r" && c !== " ";
-        }).join("");
-    } else {
-        return s;
-    }
-}
-
-function keyToString(key: any) {
-    if (key.type !== undefined) {
-        return key.type === 'ref' ? '' : (key.value ? key.value : key);
-    } else {
-        return key.toString();
-    }
-}
-
-export class HTMLGenerator {
-    uniqueId: number = -1;
-
-    constructor() {
-    }
-
-    generateHTML(traceElement: BackendTraceElem): FrontendTraceElem {
-        this.uniqueId = -1;
-
-        const frameItems = `
-            <div class="column" id="frameItems">
-                ${traceElement.stack.map((stackElem, index) => this.frameItem(index, stackElem)).join('')}
-            </div>
-        `;
-
-        const keys = Array.from(Object.keys(traceElement.heap));
-        const values = Array.from(Object.values(traceElement.heap));
-        const objectItems = `
-            <div class="column" id="objectItems">
-                ${keys.map((name, index) => this.objectItem(name, values[index])).join('')}
-            <div>
-        `;
-        let output = traceElement.stdout;
-        if (traceElement.traceback !== undefined) {
-            output += `<span class="traceback-text">${traceElement.traceback}</span>`;
-        }
-        return {
-            lineNumber: traceElement.line,
-            stackHTML: frameItems,
-            heapHTML: objectItems,
-            filename: traceElement.filePath,
-            outputState: output
-        };
-    }
-
-    private objectItem(name: string, value: HeapValue): string {
-        let headline: string;
-        switch (value.type) {
-            case 'instance':
-                headline = value.name;
-                break;
-            default:
-                headline = value.type;
-        }
-
-        return `
-            <div class="column object-item" id="objectItem${name}">
-            <div>${escapeHTML(headline)}</div>
-            <div>${this.heapValue(name, value)}</div>
-            </div>
-        `;
-    }
-
-    private heapValue(name: string, heapValue: HeapValue): string {
-        let result = '';
-        let keyLen = 0;
-        switch (heapValue.type) {
-            case 'dict':
-                const metaKeys = Array.from(Object.keys(heapValue.keys));
-                // keys and value are not really Maps but rather objects
-                // -> Conversion required
-                const keyMap = new Map(Object.entries(heapValue.keys));
-                const valueMap = new Map(Object.entries(heapValue.value));
-                keyLen = 0;
-                metaKeys.forEach(metaKey => {
-                    let key = keyMap.get(metaKey)!;
-                    keyLen = Math.max(keyToString(key).length, keyLen);
-                });
-                result = `
-                    <div class="column" id="heapEndPointer${name}">
-                        ${metaKeys.map(metaKey => this.dictValue(keyLen, keyMap.get(metaKey)!, valueMap.get(metaKey)!)).join('')}
-                    </div>
-                `;
-                break;
-            case 'instance':
-                const instanceKeys = Array.from(Object.keys(heapValue.value));
-                const instanceValues = Array.from(Object.values(heapValue.value)); // maybe endpointer look for if its exist and if add a second number or key or smth
-                keyLen = 0;
-                instanceKeys.forEach(key => {
-                    keyLen = Math.max(keyToString(key).length, keyLen);
-                });
-                result = `
-                    <div class="column" id="heapEndPointer${name}">
-                        ${instanceKeys.map((key, index) => this.dictValue(keyLen, key, instanceValues[index])).join('')}
-                    </div>
-                `;
-                break;
-            case 'set':
-                result = `
-                    <div class="row" id="heapEndPointer${name}">
-                        ${heapValue.value.map((v, i) => this.setValue(v)).join('')}
-                    </div>
-                `;
-                break;
-            /* tuple, list, int[], int[][], ...*/
-            default:
-                result = `
-                    <div class="row" id="heapEndPointer${name}">
-                        ${heapValue.value.map((v, i) => this.listValue(v, i)).join('')}
-                    </div>
-                `;
-                break;
-        }
-        return result;
-    }
-
-    private dictValue(maxKeyLen: number, key: any, value: Value): string {
-        this.uniqueId++;
-        const keyWidth = Math.min(100, maxKeyLen * 10 + 10);
-        const valWidth = 200 - keyWidth;
-        return `
-            <div class="row">
-                <div class="box box-content-dict box-content-dict-key" ${key.type === 'ref' ? `id="${this.uniqueId}startPointer${key.value}"` : ''}
-                    style="width: ${keyWidth}px">
-                    ${escapeHTML(keyToString(key))}
-                </div>
-                <div class="box box-content-dict box-content-dict-value" ${value.type === 'ref' ? `id="${this.uniqueId}startPointer${value.value}"` : ''}
-                    style="width: ${valWidth}px">
-                    ${value.type === 'ref' ? '' : this.getCorrectValueOf(value)}
-                </div>
-            </div>
-        `;
-    }
-
-    private listValue(value: Value, index: number): string {
-        this.uniqueId++;
-        return `
-            <div class="box list column">
-                <div class="row box-content-top">
-                    ${index}
-                </div>
-                <div class="row box-content-bottom" ${value.type === 'ref' ? `id="${this.uniqueId}startPointer${value.value}"` : ''}>
-                    ${value.type === 'ref' ? '' : this.getCorrectValueOf(value)}
-                </div>
-            </div>
-        `;
-    }
-
-    private setValue(value: Value): string {
-        this.uniqueId++;
-        return `
-            <div class="box box-set column">
-                <div class="row box-content-bottom" ${value.type === 'ref' ? `id="${this.uniqueId}startPointer${value.value}"` : ''}>
-                    ${value.type === 'ref' ? '' : this.getCorrectValueOf(value)}
-                </div>
-            </div>
-        `;
-    }
-
-    private frameItem(index: number, stackElem: StackElem): string {
-        return `
-            <div class="column frame-item">
-                <div class="row subtitle">
-                    ${stackElem.frameName === '<module>' ? 'Global' : escapeHTML(stackElem.frameName)}
-                </div>
-                <div class="column ${index === 0 ? 'current-frame' : 'frame'}">
-                    ${stackElem.locals.map(namedValue => this.frameSubItem(stackElem.frameName, namedValue)).join('')}
-                </div>
-            </div>
-        `;
-    }
-
-    private frameSubItem(frameName: string, namedValue: NamedValue): string {
-        const isReturn = namedValue.name === 'return';
-        return `
-            <div class="row frame-item" id="subItem${toID(namedValue.name)}">
-                <div class="name-border${isReturn ? ' return-value' : ''}">
-                    ${escapeHTML(namedValue.name)}
-                </div>
-                <div class="value-border" ${namedValue.type === 'ref' ? `id="${toID(frameName)}${toID(namedValue.name)}Pointer${toID(namedValue.value)}"` : ''}>
-                    ${this.getCorrectValueOf(namedValue)}
-                </div>
-            </div>
-        `;
-    }
-
-    private getCorrectValueOf(value: Value): string {
-        switch (value.type) {
-            case 'ref':
-                return '';
-            case 'none':
-                return 'None';
-            default:
-                return escapeHTML(`${value.value}`);
-        }
-    }
-}
diff --git a/src/programflow-visualization/web/index.html b/src/programflow-visualization/web/index.html
index 864f5600..287edc60 100644
--- a/src/programflow-visualization/web/index.html
+++ b/src/programflow-visualization/web/index.html
@@ -18,25 +18,9 @@
 
 <body>
   <div class="column scrollable" id="viz">
-    <div class="row" id="legacy-headers">
-      <div class="column floating-left">
-        <div class="row title">Frames</div>
-        <div class="divider"></div>
-      </div>
-      <div class="column floating-right">
-        <div class="row title">Objects</div>
-        <div class="divider"></div>
-      </div>
-    </div>
-
-    <div class="row" id="legacy-columns">
-      <div class="column floating-left floating-left-content" id="frames"></div>
-      <div class="column floating-right floating-right-content" id="objects"></div>
-    </div>
-
     <!-- ELK-based visualization, see elk-task/elk-plan.md -->
     <!-- #elk-viewport clips and receives the pan/zoom gestures, #elk-canvas is transformed -->
-    <div id="elk-viewport" hidden>
+    <div id="elk-viewport">
       <div id="elk-canvas"></div>
     </div>
   </div>
@@ -66,7 +50,7 @@
         <button class="margin-horizontal" id="nextButton" type="button" aria-label="Go to next step" title="Next step">&#9654</button>
         <button class="margin-horizontal" id="lastButton" type="button" aria-label="Go to last step" title="Last step">&#9197</button>
         <button class="margin-horizontal" id="expandAllButton" type="button" title="Expand every collapsed object" hidden>Expand all</button>
-        <button class="margin-horizontal" id="fitButton" type="button" title="Zoom to fit" hidden>Fit</button>
+        <button class="margin-horizontal" id="fitButton" type="button" title="Zoom to fit">Fit</button>
       </div>
     </div>
 
diff --git a/src/programflow-visualization/web/webview.css b/src/programflow-visualization/web/webview.css
index 1ce620e6..ea84388a 100644
--- a/src/programflow-visualization/web/webview.css
+++ b/src/programflow-visualization/web/webview.css
@@ -20,24 +20,11 @@ body {
   width: 65%;
 }
 
-.floating-right-content {
-  width: 65%;
-  padding: 10px;
-  max-height: 90%;
-}
-
 .floating-left {
   float: left;
   width: 35%;
 }
 
-.floating-left-content {
-  width: 35%;
-  padding: 10px;
-  max-height: 90%;
-  margin-right: 100px;
-}
-
 .scrollable {
   overflow: auto;
 }
@@ -60,18 +47,6 @@ body {
   border-color: grey;
 }
 
-.next-line-color {
-  border: 6px solid rgba(255, 255, 0, 1);
-  border-radius: 8px;
-  background-color: rgba(255, 255, 0, 1);
-}
-
-.divider {
-  margin: 2px 2px 10px 0;
-  border-top: 2px solid #bbb;
-  border-radius: 5px;
-}
-
 .margin-vertical {
   margin-top: 3px;
   margin-bottom: 3px;
@@ -82,63 +57,6 @@ body {
   margin-right: 3px;
 }
 
-/* Clear floats after the columns */
-.row:after {
-  content: "";
-  display: table;
-  clear: both;
-}
-
-.name-border {
-  width: 50%;
-  font-size: 16px;
-  margin-right: 5px;
-  text-overflow: ellipsis;
-  overflow: hidden;
-  white-space: nowrap;
-}
-
-.value-border {
-  width: 50%;
-  padding-left: 3px;
-  padding-right: 3px;
-  font-size: 16px;
-  border-bottom: 1.5px solid grey;
-  border-left: 1.5px solid grey;
-  text-overflow: ellipsis;
-  overflow: hidden;
-  white-space: nowrap;
-}
-
-.dataRow {
-  justify-content: space-evenly;
-}
-
-.title {
-  font-weight: 700;
-}
-
-.subtitle {
-  font-weight: 500;
-}
-
-.frame-item {
-  margin: 3px 0 3px 0;
-  justify-content: flex-end;
-}
-
-.frame {
-  border-left: 4px solid grey;
-  padding-left: 5px;
-  background-color: rgba(128, 128, 128, 0.2);
-}
-
-.current-frame {
-  border-left: 4px solid blue;
-  padding-left: 5px;
-  background-color: rgba(77, 100, 255, 0.2);
-}
-
 .row {
   display: flex;
   flex-direction: row;
@@ -149,51 +67,6 @@ body {
   flex-direction: column;
 }
 
-.box {
-  color: white;
-  border: 1px solid rgb(209, 209, 209);
-  background-color: rgba(56, 56, 56, 0.8);
-}
-
-.box-content-top {
-  margin: 2px 2px 2px 5px;
-  color: rgb(184, 184, 184);
-}
-
-.box-content-bottom {
-  margin: 2px 5px 2px 5px;
-}
-
-.box-content-dict {
-  padding: 2px 5px 2px 5px;
-  /* max-width: 100px;
-     min-width: 100px; */
-  text-overflow: ellipsis;
-  overflow: hidden;
-  white-space: nowrap;
-}
-
-.box-content-dict-key {
-  text-align: right;
-}
-
-.box-set {
-  flex-wrap: wrap;
-  width: 150px;
-}
-
-.object-intendation {
-  margin-left: 65px;
-}
-
-.object-item {
-  margin-bottom: 15px;
-}
-
-.return-value {
-  color: blue;
-}
-
 .traceback-text {
   color: red;
 }
@@ -362,8 +235,8 @@ body {
   font-style: italic;
 }
 
-/* Overrides the legacy `.return-value { color: blue }`, which is invisible in dark
-   themes. Goes away with html-generator.ts in the cleanup step. */
+/* `return` rows get the current-frame accent: the legacy blue was invisible in dark
+   themes, and a return value is the one row worth finding at a glance. */
 .elk-row-key.return-value {
   color: var(--wypp-accent-current-frame);
   font-weight: 600;
diff --git a/src/programflow-visualization/web/webview.ts b/src/programflow-visualization/web/webview.ts
index ba275933..c94ade6b 100644
--- a/src/programflow-visualization/web/webview.ts
+++ b/src/programflow-visualization/web/webview.ts
@@ -1,7 +1,5 @@
 // Render and control the program-flow visualization UI inside the webview
-import { HTMLGenerator } from "./html-generator";
-import LinkerLine from "linkerline";
-import type { Address, BackendTraceElem, FrontendTraceElem } from "../types";
+import type { Address, BackendTraceElem } from "../types";
 import { clearLayoutCache, prewarm, renderStep } from "./elk-view";
 import { attachPanZoom, type PanZoom } from "./pan-zoom";
 
@@ -20,28 +18,10 @@ type AppendMsg = {
 // Optional example trace format (designer mode)
 type StaticTrace = { complete: boolean; trace: BackendTraceElem[] };
 
-let refLines: any[] = [];
 let trace: BackendTraceElem[] = [];
 let traceComplete = false;
 let traceIndex = 0;
 
-/**
- * The ELK pipeline is the renderer (elk-task/elk-plan.md 7.4). `html-generator.ts` is kept
- * as an escape hatch until it is deleted in the cleanup step; opt out with
- * `window.__PROGRAMFLOW_ELK__ = false` or `#legacy` in web-dev mode.
- */
-const useElk = (() => {
-  const anyWin = window as any;
-  if (typeof anyWin.__PROGRAMFLOW_ELK__ === "boolean") {
-    return anyWin.__PROGRAMFLOW_ELK__ as boolean;
-  }
-  try {
-    return !window.location.hash.includes("legacy");
-  } catch {
-    return true;
-  }
-})();
-
 /** Heap objects the user has folded away. Kept across steps on purpose. */
 const collapsed = new Set<Address>();
 
@@ -51,8 +31,6 @@ let lastBounds = { width: 0, height: 0 };
 
 type NavType = "first" | "prev" | "next" | "last";
 
-const gen = new HTMLGenerator();
-
 //DOM helpers
 function $(sel: string): HTMLElement {
   const el = document.querySelector(sel);
@@ -93,24 +71,14 @@ function renderCurrent() {
 
   // Nothing to show yet
   if (trace.length === 0) {
-    $("#stdout-log").innerHTML = "";
-    clearArrows();
+    $("#stdout-log").textContent = "";
+    $("#elk-canvas").textContent = "";
     return;
   }
 
   const backendElem = trace[traceIndex];
-
-  if (useElk) {
-    updateStdout(backendElem);
-    void renderElk(backendElem);
-    return;
-  }
-
-  const frontendElem = gen.generateHTML(backendElem);
-
-  updateVisualization(frontendElem);
-  updateIndent(frontendElem);
-  updateRefArrows(frontendElem);
+  updateStdout(backendElem);
+  void renderElk(backendElem);
 }
 
 function updateStdout(elem: BackendTraceElem) {
@@ -196,10 +164,6 @@ function slideTo(rawValue: string) {
  */
 function scrubTo(rawValue: string) {
   traceIndex = Number(rawValue) || 0;
-  if (!useElk) {
-    slideTo(rawValue);
-    return;
-  }
   updateControls();
   if (trace.length > 0) {
     updateStdout(trace[traceIndex]);
@@ -207,121 +171,6 @@ function scrubTo(rawValue: string) {
   postCurrentHighlight();
 }
 
-function updateVisualization(traceElem: FrontendTraceElem) {
-  clearArrows();
-
-  const frames = document.getElementById("frames");
-  const objects = document.getElementById("objects");
-  const stdoutLog = document.getElementById("stdout-log");
-
-  if (!frames || !objects || !stdoutLog) {
-    throw new Error("Missing required visualization containers");
-  }
-
-  frames.innerHTML = traceElem.stackHTML;
-  objects.innerHTML = traceElem.heapHTML;
-  stdoutLog.innerHTML = traceElem.outputState;
-  stdoutLog.scrollTo(0, stdoutLog.scrollHeight);
-}
-
-function updateIndent(traceElem: FrontendTraceElem) {
-  const heapTags = traceElem.heapHTML.match(/(?<=startPointer)[0-9]+/g);
-  if (heapTags) {
-    heapTags.forEach((tag: string) => {
-      const element = document.getElementById("objectItem" + tag);
-      if (element) {element.classList.add("object-intendation");}
-    });
-  }
-}
-
-//Arrows
-function clearArrows() {
-  refLines.forEach((l) => {
-    try {
-      l.remove();
-    } catch {}
-  });
-  refLines = [];
-}
-
-function updateRefArrows(traceElem: FrontendTraceElem) {
-  const tags = getCurrentTags(traceElem);
-  if (!tags) { return; }
-
-  requestAnimationFrame(() => {
-    const parent = document.getElementById("viz");
-    if (!parent) { return; }
-
-    const usable = tags.filter((t: any) => {
-      const a = t.elem1 as HTMLElement | null | undefined;
-      const b = t.elem2 as HTMLElement | null | undefined;
-      return !!a && !!b && a.isConnected && b.isConnected;
-    });
-
-    const lines: any[] = [];
-    for (const t of usable) {
-      try {
-        lines.push(
-          new (LinkerLine as any)({
-            parent,
-            start: t.elem1,
-            end: t.elem2,
-            size: 2,
-            path: "magnet",
-            startSocket: "right",
-            endSocket: "left",
-            startPlug: "square",
-            startSocketGravity: [50, -10],
-            endSocketGravity: [-5, -5],
-            endPlug: "arrow1",
-            color: getColor(t),
-          })
-        );
-      } catch (err) {
-        // Keep going if one arrow fails (prevents breaking the whole render)
-        console.warn("LinkerLine failed for one tag:", t, err);
-      }
-    }
-
-    refLines = lines;
-  });
-}
-
-function getCurrentTags(traceElem: FrontendTraceElem) {
-  const stackTags = traceElem.stackHTML.match(/(?<=id=")(.+)Pointer[0-9]+/g);
-  const heapTags = traceElem.heapHTML.match(/(?<=startPointer)[0-9]+/g);
-  const uniqueId = traceElem.heapHTML.match(/\d+(?=startPointer)/g);
-
-  if (!stackTags) {return;}
-
-  const stackRefs = stackTags.map((tag: string) => {
-    const id = tag.match(/(?<=.*Pointer)[\d]+/g);
-    return {
-      tag: id,
-      elem1: document.getElementById(tag),
-      elem2: document.getElementById("heapEndPointer" + id),
-    };
-  });
-
-  let heapRefs: any[] = [];
-  if (heapTags && uniqueId) {
-    heapRefs = heapTags.map((reference: string, index: number) => {
-      return {
-        tag: reference,
-        elem1: document.getElementById(uniqueId[index] + "startPointer" + reference),
-        elem2: document.getElementById("heapEndPointer" + reference),
-      };
-    });
-  }
-
-  return [...heapRefs, ...stackRefs];
-}
-
-function getColor(tag: any) {
-  const hue = ((0.618033988749895 + Number(tag.tag) / 10) % 1) * 100;
-  return `hsl(${hue}, 60%, 45%)`;
-}
-
 //Incoming events (from vscode-host-adapter.ts)
 window.addEventListener("programflow:reset", (e: Event) => {
   const msg = (e as CustomEvent<ResetMsg>).detail;
@@ -342,16 +191,10 @@ window.addEventListener("programflow:append", (e: Event) => {
 
 
 function setupUi() {
-  if (useElk) {
-    $("#legacy-headers").hidden = true;
-    $("#legacy-columns").hidden = true;
-    $("#elk-viewport").hidden = false;
-    $("#fitButton").hidden = false;
-    panZoom = attachPanZoom($("#elk-viewport"), $("#elk-canvas"));
-    watchThemeChanges();
-    // Warm elkjs up while the user is still reading the first step.
-    void prewarm().then(renderCurrent);
-  }
+  panZoom = attachPanZoom($("#elk-viewport"), $("#elk-canvas"));
+  watchThemeChanges();
+  // Warm elkjs up while the user is still reading the first step.
+  void prewarm().then(renderCurrent);
 
   // Disable until first reset arrives
   setDisabled("#nextButton", true);
diff --git a/src/test/unit/fixtures.ts b/src/test/unit/fixtures.ts
new file mode 100644
index 00000000..aa4a5c1d
--- /dev/null
+++ b/src/test/unit/fixtures.ts
@@ -0,0 +1,75 @@
+/* eslint-disable @typescript-eslint/naming-convention */
+// Heap addresses are numeric keys, so the fixtures below cannot use camelCase names.
+//
+// Shared by reachability.test.ts and graph-model.test.ts. Not a `.test.ts` file on
+// purpose: the mocha glob is `out/test/unit/**/*.test.js`, so this is never run as a suite.
+import type { Address, BackendTraceElem, HeapValue, NamedValue, StackElem, Value } from '../../programflow-visualization/types';
+
+export function ref(address: Address): Value {
+  return { type: 'ref', value: address };
+}
+
+export function int(value: number): Value {
+  return { type: 'int', value };
+}
+
+export function str(value: string): Value {
+  return { type: 'str', value };
+}
+
+export function none(): Value {
+  return { type: 'none', value: 'None' };
+}
+
+export function local(name: string, value: Value): NamedValue {
+  return { ...value, name };
+}
+
+export function frame(frameName: string, locals: Array<NamedValue>): StackElem {
+  return { frameName, locals };
+}
+
+export function list(...values: Array<Value>): HeapValue {
+  return { type: 'list', value: values };
+}
+
+export function tuple(...values: Array<Value>): HeapValue {
+  return { type: 'tuple', value: values };
+}
+
+export function set(...values: Array<Value>): HeapValue {
+  return { type: 'set', value: values };
+}
+
+export function instance(name: string, fields: Record<string, Value>): HeapValue {
+  return { type: 'instance', name, value: fields as unknown as Map<string, Value> };
+}
+
+export function dict(entries: Array<[Value, Value]>): HeapValue {
+  const keys: Record<string, Value> = {};
+  const values: Record<string, Value> = {};
+  entries.forEach(([key, value], index) => {
+    keys[index] = key;
+    values[index] = value;
+  });
+  return {
+    type: 'dict',
+    keys: keys as unknown as Map<any, Value>,
+    value: values as unknown as Map<any, Value>,
+  };
+}
+
+/**
+ * `heap` is declared as a `Map` but arrives as a plain object after IPC/JSON -
+ * the fixtures deliberately reproduce the runtime shape, not the declared one.
+ */
+export function step(stack: Array<StackElem>, heap: Record<number, HeapValue>): BackendTraceElem {
+  return {
+    line: 1,
+    filePath: 'example.py',
+    stack,
+    heap: heap as unknown as BackendTraceElem['heap'],
+    stdout: '',
+    traceback: undefined,
+  };
+}
diff --git a/src/test/unit/graph-model.test.ts b/src/test/unit/graph-model.test.ts
new file mode 100644
index 00000000..ef539390
--- /dev/null
+++ b/src/test/unit/graph-model.test.ts
@@ -0,0 +1,336 @@
+/* eslint-disable @typescript-eslint/naming-convention */
+// Structure tests for buildGraph. No DOM and no ELK run - this is the pure half of the
+// pipeline, the half that the browser harness is bad at checking (elk-task/elk-plan.md 7.8).
+import * as assert from 'assert';
+
+import {
+  buildGraph,
+  formatValue,
+  frameNodeId,
+  inputPortId,
+  keyPortId,
+  objectNodeId,
+  rowPortId,
+  rowsOfHeapValue,
+} from '../../programflow-visualization/graph-model';
+import type { NodeModel, VizGraph } from '../../programflow-visualization/graph-model';
+import { outgoingRefs } from '../../programflow-visualization/reachability';
+import type { Address, BackendTraceElem, HeapValue } from '../../programflow-visualization/types';
+import { dict, frame, instance, int, list, local, none, ref, set, step, str, tuple } from './fixtures';
+
+// Helpers ---------------------------------------------------------------------
+
+function build(elem: BackendTraceElem, collapsed: Array<Address> = []): VizGraph {
+  return buildGraph(elem, new Set(collapsed));
+}
+
+function nodeIds(viz: VizGraph): Array<string> {
+  return (viz.graph.children ?? []).map((child) => child.id);
+}
+
+function node(viz: VizGraph, id: string) {
+  const found = (viz.graph.children ?? []).find((child) => child.id === id);
+  assert.ok(found, `no node ${id}`);
+  return found;
+}
+
+function portIds(viz: VizGraph, id: string): Array<string> {
+  return (node(viz, id).ports ?? []).map((port) => port.id);
+}
+
+function model(viz: VizGraph, id: string): NodeModel {
+  const found = viz.nodes.get(id);
+  assert.ok(found, `no model ${id}`);
+  return found;
+}
+
+/** Every edge as `sourcePort -> targetPort`, sorted, for order-free comparison. */
+function edges(viz: VizGraph): Array<string> {
+  return (viz.graph.edges ?? [])
+    .map((edge) => `${edge.sources[0]} -> ${edge.targets[0]}`)
+    .sort();
+}
+
+/** How many references the step contains among the visible objects. */
+function refCount(elem: BackendTraceElem, heap: Record<number, HeapValue>): number {
+  const fromStack = elem.stack.reduce(
+    (total, stackElem) => total + stackElem.locals.filter((value) => value.type === 'ref').length,
+    0
+  );
+  const fromHeap = Object.values(heap).reduce(
+    (total, heapValue) => total + outgoingRefs(heapValue).length,
+    0
+  );
+  return fromStack + fromHeap;
+}
+
+// Tests -----------------------------------------------------------------------
+
+suite('graph-model: nodes', () => {
+  test('frames come first, in stack order, then objects ascending by address', () => {
+    const elem = step(
+      [frame('<module>', [local('xs', ref(7))]), frame('f', [local('ys', ref(2))])],
+      { 7: list(int(1)), 2: list(int(2)) }
+    );
+    assert.deepStrictEqual(nodeIds(build(elem)), [
+      frameNodeId(0),
+      frameNodeId(1),
+      objectNodeId(2),
+      objectNodeId(7),
+    ]);
+  });
+
+  test('address order is independent of heap insertion order, so steps stay stable', () => {
+    const ascending = step([frame('<module>', [local('a', ref(1)), local('b', ref(9))])], {
+      1: list(), 9: list(),
+    });
+    const descending = step([frame('<module>', [local('b', ref(9)), local('a', ref(1))])], {
+      9: list(), 1: list(),
+    });
+    assert.deepStrictEqual(nodeIds(build(ascending)).slice(2), nodeIds(build(descending)).slice(2));
+  });
+
+  test('the last stack entry is the current frame, not the first', () => {
+    const elem = step([frame('<module>', []), frame('g', []), frame('h', [])], {});
+    assert.strictEqual(model(build(elem), frameNodeId(0)).kind, 'frame');
+    assert.strictEqual(model(build(elem), frameNodeId(1)).kind, 'frame');
+    assert.strictEqual(model(build(elem), frameNodeId(2)).kind, 'current-frame');
+  });
+
+  test('<module> is shown as Global, other frames keep their name', () => {
+    const elem = step([frame('<module>', []), frame('createGradeList', [])], {});
+    assert.strictEqual(model(build(elem), frameNodeId(0)).header, 'Global');
+    assert.strictEqual(model(build(elem), frameNodeId(1)).header, 'createGradeList');
+  });
+
+  test('node kind and header follow the heap value; instances use their class name', () => {
+    const elem = step(
+      [frame('<module>', [local('a', ref(1)), local('b', ref(2)), local('c', ref(3)), local('d', ref(4)), local('e', ref(5))])],
+      {
+        1: list(int(1)),
+        2: tuple(int(1)),
+        3: set(int(1)),
+        4: dict([[str('k'), int(1)]]),
+        5: instance('Student', { name: str('lara') }),
+      }
+    );
+    const viz = build(elem);
+    const kinds = [1, 2, 3, 4, 5].map((address) => model(viz, objectNodeId(address)).kind);
+    assert.deepStrictEqual(kinds, ['list', 'tuple', 'set', 'dict', 'instance']);
+    assert.strictEqual(model(viz, objectNodeId(5)).header, 'Student');
+    assert.strictEqual(model(viz, objectNodeId(1)).header, 'list');
+  });
+
+  test('only frames carry the layer constraint, and every node has fixed ports', () => {
+    const elem = step([frame('<module>', [local('xs', ref(1))])], { 1: list() });
+    const viz = build(elem);
+    assert.strictEqual(
+      node(viz, frameNodeId(0)).layoutOptions?.['elk.layered.layering.layerConstraint'],
+      'FIRST_SEPARATE'
+    );
+    assert.strictEqual(
+      node(viz, objectNodeId(1)).layoutOptions?.['elk.layered.layering.layerConstraint'],
+      undefined
+    );
+    for (const child of viz.graph.children ?? []) {
+      assert.strictEqual(child.layoutOptions?.['elk.portConstraints'], 'FIXED_POS');
+    }
+  });
+});
+
+suite('graph-model: rows', () => {
+  test('list and tuple rows are indexed, set rows have no key', () => {
+    assert.deepStrictEqual(
+      rowsOfHeapValue(list(int(4), str('x'))).map((row) => row.key),
+      ['[0]', '[1]']
+    );
+    assert.deepStrictEqual(rowsOfHeapValue(set(str('a'), str('b'))).map((row) => row.key), ['', '']);
+  });
+
+  test('instance rows are named after their fields', () => {
+    const rows = rowsOfHeapValue(instance('Student', { name: str('lara'), age: int(21) }));
+    assert.deepStrictEqual(rows.map((row) => row.key), ['name', 'age']);
+    assert.deepStrictEqual(rows.map((row) => row.value), ['lara', '21']);
+  });
+
+  test('a reference cell has no text of its own, only a ref', () => {
+    const rows = rowsOfHeapValue(list(ref(3)));
+    assert.deepStrictEqual(rows, [{ key: '[0]', value: '', ref: 3 }]);
+  });
+
+  test('a dict key that is a reference is labelled [key] and recorded as keyRef', () => {
+    const rows = rowsOfHeapValue(dict([[ref(8), str('even pair')], [str('plain'), int(1)]]));
+    assert.deepStrictEqual(rows[0], { key: '[key]', value: 'even pair', ref: undefined, keyRef: 8 });
+    assert.deepStrictEqual(rows[1], { key: 'plain', value: '1', ref: undefined, keyRef: undefined });
+  });
+
+  test('a local named return is flagged for highlighting', () => {
+    const elem = step([frame('f', [local('x', int(1)), local('return', int(9))])], {});
+    const rows = model(build(elem), frameNodeId(0)).rows;
+    assert.strictEqual(rows[0].isReturn, false);
+    assert.strictEqual(rows[1].isReturn, true);
+  });
+
+  test('formatValue renders None as None and leaves refs blank', () => {
+    assert.strictEqual(formatValue(none()), 'None');
+    assert.strictEqual(formatValue(ref(5)), '');
+    assert.strictEqual(formatValue(int(3)), '3');
+  });
+
+  test('the summary counts rows and is singular for one', () => {
+    const elem = step(
+      [frame('<module>', [local('a', ref(1)), local('b', ref(2)), local('c', ref(3))])],
+      { 1: list(int(1), int(2)), 2: dict([[str('k'), int(1)]]), 3: instance('S', { x: int(1) }) }
+    );
+    const viz = build(elem);
+    assert.strictEqual(model(viz, objectNodeId(1)).summary, '2 elements');
+    assert.strictEqual(model(viz, objectNodeId(2)).summary, '1 entry');
+    assert.strictEqual(model(viz, objectNodeId(3)).summary, '1 field');
+  });
+});
+
+suite('graph-model: ports and edges', () => {
+  test('objects declare a west input port, frames do not', () => {
+    const elem = step([frame('<module>', [local('xs', ref(1))])], { 1: list() });
+    const viz = build(elem);
+    assert.deepStrictEqual(portIds(viz, objectNodeId(1)), [inputPortId(objectNodeId(1))]);
+    assert.deepStrictEqual(portIds(viz, frameNodeId(0)), [rowPortId(frameNodeId(0), 0)]);
+  });
+
+  test('only rows holding a reference get a row port', () => {
+    const elem = step([frame('<module>', [local('xs', ref(1))])], {
+      1: list(int(0), ref(2), int(0)),
+      2: list(),
+    });
+    const viz = build(elem);
+    assert.deepStrictEqual(portIds(viz, objectNodeId(1)), [
+      inputPortId(objectNodeId(1)),
+      rowPortId(objectNodeId(1), 1),
+    ]);
+  });
+
+  test('a row with a reference key and a reference value gets both ports, key first', () => {
+    const elem = step([frame('<module>', [local('d', ref(1))])], {
+      1: dict([[ref(2), ref(3)]]),
+      2: tuple(int(1)),
+      3: list(),
+    });
+    const viz = build(elem);
+    assert.deepStrictEqual(portIds(viz, objectNodeId(1)), [
+      inputPortId(objectNodeId(1)),
+      keyPortId(objectNodeId(1), 0),
+      rowPortId(objectNodeId(1), 0),
+    ]);
+  });
+
+  test('edges leave the referencing row and land on the input port of the target', () => {
+    const elem = step([frame('<module>', [local('xs', ref(1))])], { 1: list(ref(2)), 2: list() });
+    assert.deepStrictEqual(edges(build(elem)), [
+      `${objectNodeId(1)}:0 -> ${inputPortId(objectNodeId(2))}`,
+      `${frameNodeId(0)}:0 -> ${inputPortId(objectNodeId(1))}`,
+    ].sort());
+  });
+
+  test('a dict key that is a reference gets its own edge', () => {
+    // Regression: the key object used to be visible with nothing pointing at it, so ELK
+    // laid it out as a root - left of the frames (elk-task/elk-plan.md 7.7).
+    const heap = { 1: dict([[ref(2), str('even pair')]]), 2: tuple(int(1), int(2)) };
+    const elem = step([frame('<module>', [local('byPair', ref(1))])], heap);
+    const viz = build(elem);
+    assert.deepStrictEqual(edges(viz), [
+      `${frameNodeId(0)}:0 -> ${inputPortId(objectNodeId(1))}`,
+      `${keyPortId(objectNodeId(1), 0)} -> ${inputPortId(objectNodeId(2))}`,
+    ].sort());
+    assert.strictEqual(refCount(elem, heap), edges(viz).length);
+  });
+
+  test('with nothing collapsed, edge count equals reference count', () => {
+    // Definition of done, criterion 2.
+    const heap: Record<number, HeapValue> = {
+      1: list(ref(2), ref(3), int(0)),
+      2: instance('Student', { friend: ref(3), age: int(21) }),
+      3: dict([[ref(4), ref(2)], [str('k'), int(1)]]),
+      4: tuple(int(1), int(2)),
+    };
+    const elem = step(
+      [frame('<module>', [local('xs', ref(1)), local('n', int(3))]), frame('f', [local('s', ref(2))])],
+      heap
+    );
+    const viz = build(elem);
+    assert.strictEqual(edges(viz).length, refCount(elem, heap));
+    assert.strictEqual(new Set(edges(viz)).size, edges(viz).length, 'no duplicate edges');
+  });
+
+  test('every edge endpoint is a port that exists on some node', () => {
+    const heap: Record<number, HeapValue> = {
+      1: list(ref(2)),
+      2: dict([[ref(3), ref(1)]]),
+      3: set(str('a')),
+    };
+    const elem = step([frame('<module>', [local('xs', ref(1))])], heap);
+    const viz = build(elem);
+    const declared = new Set(
+      (viz.graph.children ?? []).flatMap((child) => (child.ports ?? []).map((port) => port.id))
+    );
+    for (const edge of viz.graph.edges ?? []) {
+      assert.ok(declared.has(edge.sources[0]), `dangling source ${edge.sources[0]}`);
+      assert.ok(declared.has(edge.targets[0]), `dangling target ${edge.targets[0]}`);
+    }
+  });
+
+  test('a self-reference becomes a self-loop rather than being dropped', () => {
+    const elem = step([frame('<module>', [local('xs', ref(1))])], { 1: list(ref(1)) });
+    assert.deepStrictEqual(edges(build(elem)), [
+      `${frameNodeId(0)}:0 -> ${inputPortId(objectNodeId(1))}`,
+      `${objectNodeId(1)}:0 -> ${inputPortId(objectNodeId(1))}`,
+    ].sort());
+  });
+
+  test('a cycle terminates and both directions are drawn', () => {
+    const elem = step([frame('<module>', [local('left', ref(1))])], {
+      1: list(ref(2)),
+      2: list(ref(1)),
+    });
+    assert.strictEqual(edges(build(elem)).length, 3);
+  });
+});
+
+suite('graph-model: collapsing', () => {
+  test('a collapsed object keeps its input port but loses its row ports and edges', () => {
+    const elem = step([frame('<module>', [local('xs', ref(1))])], { 1: list(ref(2)), 2: list() });
+    const viz = build(elem, [1]);
+    assert.deepStrictEqual(portIds(viz, objectNodeId(1)), [inputPortId(objectNodeId(1))]);
+    assert.deepStrictEqual(edges(viz), [`${frameNodeId(0)}:0 -> ${inputPortId(objectNodeId(1))}`]);
+  });
+
+  test('a collapsed node keeps its rows in the model, for the summary and for re-expanding', () => {
+    const elem = step([frame('<module>', [local('xs', ref(1))])], { 1: list(int(1), int(2)) });
+    const collapsedModel = model(build(elem, [1]), objectNodeId(1));
+    assert.strictEqual(collapsedModel.collapsed, true);
+    assert.strictEqual(collapsedModel.rows.length, 2);
+    assert.strictEqual(collapsedModel.summary, '2 elements');
+  });
+
+  test('collapsing removes exclusively downstream nodes but keeps shared ones', () => {
+    const elem = step(
+      [frame('<module>', [local('xs', ref(1)), local('shared', ref(3))])],
+      { 1: list(ref(2), ref(3)), 2: list(), 3: list() }
+    );
+    const ids = nodeIds(build(elem, [1]));
+    assert.ok(!ids.includes(objectNodeId(2)), 'anonymous child should be gone');
+    assert.ok(ids.includes(objectNodeId(3)), 'child with another root should stay');
+  });
+
+  test('collapsing an address that is not on screen changes nothing', () => {
+    const elem = step([frame('<module>', [local('xs', ref(1))])], { 1: list(int(1)) });
+    assert.deepStrictEqual(nodeIds(build(elem, [99])), nodeIds(build(elem)));
+    assert.deepStrictEqual(edges(build(elem, [99])), edges(build(elem)));
+  });
+
+  test('frames are never collapsible', () => {
+    const elem = step([frame('<module>', [local('n', int(1))])], {});
+    const frameModel = model(build(elem), frameNodeId(0));
+    assert.strictEqual(frameModel.address, undefined);
+    assert.strictEqual(frameModel.collapsed, false);
+  });
+});
diff --git a/src/test/unit/reachability.test.ts b/src/test/unit/reachability.test.ts
index 24888438..23bff004 100644
--- a/src/test/unit/reachability.test.ts
+++ b/src/test/unit/reachability.test.ts
@@ -3,66 +3,8 @@
 import * as assert from 'assert';
 
 import { outgoingRefs, rootRefs, visibleAddresses } from '../../programflow-visualization/reachability';
-import type { Address, BackendTraceElem, HeapValue, NamedValue, StackElem, Value } from '../../programflow-visualization/types';
-
-// Fixture helpers -------------------------------------------------------------
-
-function ref(address: Address): Value {
-  return { type: 'ref', value: address };
-}
-
-function int(value: number): Value {
-  return { type: 'int', value };
-}
-
-function str(value: string): Value {
-  return { type: 'str', value };
-}
-
-function local(name: string, value: Value): NamedValue {
-  return { ...value, name };
-}
-
-function frame(frameName: string, locals: Array<NamedValue>): StackElem {
-  return { frameName, locals };
-}
-
-function list(...values: Array<Value>): HeapValue {
-  return { type: 'list', value: values };
-}
-
-function instance(name: string, fields: Record<string, Value>): HeapValue {
-  return { type: 'instance', name, value: fields as unknown as Map<string, Value> };
-}
-
-function dict(entries: Array<[Value, Value]>): HeapValue {
-  const keys: Record<string, Value> = {};
-  const values: Record<string, Value> = {};
-  entries.forEach(([key, value], index) => {
-    keys[index] = key;
-    values[index] = value;
-  });
-  return {
-    type: 'dict',
-    keys: keys as unknown as Map<any, Value>,
-    value: values as unknown as Map<any, Value>,
-  };
-}
-
-/**
- * `heap` is declared as a `Map` but arrives as a plain object after IPC/JSON -
- * the fixtures deliberately reproduce the runtime shape, not the declared one.
- */
-function step(stack: Array<StackElem>, heap: Record<number, HeapValue>): BackendTraceElem {
-  return {
-    line: 1,
-    filePath: 'example.py',
-    stack,
-    heap: heap as unknown as BackendTraceElem['heap'],
-    stdout: '',
-    traceback: undefined,
-  };
-}
+import type { Address, BackendTraceElem } from '../../programflow-visualization/types';
+import { dict, frame, instance, int, list, local, ref, step, str } from './fixtures';
 
 function visible(elem: BackendTraceElem, collapsed: Array<Address> = []): Array<Address> {
   return [...visibleAddresses(elem, new Set(collapsed))].sort((a, b) => a - b);

From b98750f7ac0d61859b0fc2b94248d2499cc47972 Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Fri, 11 Sep 2026 16:54:43 +0200
Subject: [PATCH 16/20] screenshot of new visualization view

---
 elk-task/new.png | Bin 0 -> 51015 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 elk-task/new.png

diff --git a/elk-task/new.png b/elk-task/new.png
new file mode 100644
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literal 0
HcmV?d00001


From ad100b90a3f3b4c42d33bde1def46925c930bbdd Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Fri, 18 Sep 2026 11:58:15 +0200
Subject: [PATCH 17/20] top-right tool-bar and +/- zoom buttons

---
 elk-task/elk-plan.md                          |  26 ++++-
 elk-task/example-showcase.py                  | 104 ++++++++++++++++++
 src/programflow-visualization/web/index.html  |  24 +++-
 src/programflow-visualization/web/pan-zoom.ts |  56 ++++++++--
 src/programflow-visualization/web/webview.css |  45 ++++++++
 src/programflow-visualization/web/webview.ts  |   6 +
 6 files changed, 244 insertions(+), 17 deletions(-)
 create mode 100644 elk-task/example-showcase.py

diff --git a/elk-task/elk-plan.md b/elk-task/elk-plan.md
index e2ad073a..99550962 100644
--- a/elk-task/elk-plan.md
+++ b/elk-task/elk-plan.md
@@ -385,6 +385,14 @@ height and ELK output will be wider. No library needed:
 - Only real caveat: text can look slightly soft at fractional zoom levels. Snapping to
   sensible zoom steps avoids it.
 
+**Where the view controls live.** Zoom-to-fit, zoom in, zoom out and Expand all sit in a
+floating toolbar pinned to the top right of `#elk-viewport` — a sibling of `#elk-canvas`,
+so the canvas transform never scales them. It carries `data-elk-ui`, and `pan-zoom.ts`
+ignores wheel and pointerdown events originating inside it; without that guard a press on
+a button would also start a pan, and the capture-phase click handler would swallow the
+click. The buttons zoom one step along the same ladder as the wheel, anchored on the
+centre of the viewport instead of the cursor.
+
 ### 6.6 Three things that will bite during implementation
 
 - **`elk.layout()` is async, navigation is not.** Clicking "next" five times fast starts
@@ -447,8 +455,9 @@ Each step keeps the extension working.
    38 edges, no console errors, scrubbing does not re-lay out, releasing does.
 5. ~~**Collapsing**~~ **Done**. Headers carry `role="button"`, `tabindex="0"` and a caret;
    click and Enter/Space both toggle. `collapsed` lives in `webview.ts` and survives
-   stepping. An **Expand all** button appears next to the step controls whenever anything
-   is collapsed — without it a collapsed node that lands off-screen is unrecoverable.
+   stepping. An **Expand all** button appears in the floating view toolbar (§6.5) whenever
+   anything is collapsed — without it a collapsed node that lands off-screen is
+   unrecoverable.
 
    Verified against `example-anonymous.py`, which exists precisely because *every* object in
    `example.py` also has a global name and therefore never disappears: collapsing `group`
@@ -610,6 +619,15 @@ student list hides edges but removes no nodes. Hence the other three.
 - **`example-error.py`** — ends in an `IndexError`, so the `traceback` path and a partial
   trace still render.
 
+There is a fifth, `example-showcase.py`, which is **not** a definition-of-done case: it is
+the one to open when demonstrating the visualization. Its last step puts all six node
+kinds on screen at once (frame, instance, list, tuple, set, dict — 19 nodes, 26 edges), it
+reaches three frames deep while `describe` runs, it has an eight-row node for the striping
+and three dict rows with reference keys, and its two collapse targets are picked so the
+contrast is visible: collapsing `shelf` removes exactly two nodes, collapsing `favourites`
+removes one and leaves `dune` standing because `byTitle` still names it. The comments in
+the file say what to look at.
+
 ### 9.2 Functional criteria
 
 1. Steps through all of the above forward and backward, via buttons, slider drag, first and
@@ -665,7 +683,9 @@ running extension host (F5 → open a `.py` file → *Show Program Flow*):
 3. **Themes.** Switch between a light, a dark and a high-contrast theme. The harness has no
    `--vscode-*` values at all, so only the literal fallbacks were ever rendered: the
    per-kind accents, the zebra stripe, the edge colour and the high-contrast border are all
-   unproven against real tokens (criterion 7).
+   unproven against real tokens (criterion 7). This includes the floating view toolbar,
+   which sits on `--wypp-node-bg` over the canvas and must stay legible where it overlaps a
+   node, and whose icons are stroked in `currentColor`.
 4. **Theme-switch invalidation.** Changing the theme must repaint with new colours and not
    serve a stale cached layout — that path runs through the `<body>` class
    `MutationObserver` in `webview.ts`, which only fires inside VS Code.
diff --git a/elk-task/example-showcase.py b/elk-task/example-showcase.py
new file mode 100644
index 00000000..adb850a9
--- /dev/null
+++ b/elk-task/example-showcase.py
@@ -0,0 +1,104 @@
+from wypp import *
+
+# A tour of everything the visualization can draw.
+#
+# Unlike the other three examples, this one is not a definition-of-done case - it exists
+# to be looked at. Each block puts one particular shape on screen; the comment says what
+# to look for. Step to the end first, then walk backwards.
+
+
+@record
+class Book:
+    title: str
+    pages: int
+    rating: float
+
+
+# --- One node of every kind, so the colour accents can be compared side by side ------
+# instance (blue), list (green), tuple (purple), dict (orange), set (yellow).
+
+dune = Book('Dune', 412, 4.5)
+sizes = (13, 21)
+tags = {'scifi', 'classic', 'reread'}
+byTitle = {'Dune': dune}
+
+
+# --- Plain values, one of each type the renderer formats ------------------------------
+# Note that None prints as None rather than as an empty cell.
+
+count = 3
+average = 4.25
+shelfName = 'Reading list'
+finished = True
+nextUp = None
+
+
+# --- Collapsing: nothing in here has a name of its own --------------------------------
+# Collapse `shelf` (click its header) and both Books disappear with it, because no other
+# arrow reaches them.
+
+shelf = [Book('Emma', 474, 4.0), Book('Ulysses', 730, 3.2)]
+
+
+# --- ... but a shared object survives -------------------------------------------------
+# `dune` has a name of its own and `byTitle` also points at it, so collapsing
+# `favourites` removes only the arrow, not the node.
+
+favourites = [dune, Book('Solaris', 204, 4.1)]
+
+
+# --- Dicts whose keys are references ---------------------------------------------------
+# A reference key has no text, so the cell reads [key] and grows its own arrow.
+
+ratingOf = {(4, 5): 'great', (1, 2): 'poor'}
+
+# Here key *and* value are references, so the row sends out two arrows from
+# different heights.
+
+pairs = {sizes: shelf}
+
+
+# --- Cycles: the edges come back on themselves -----------------------------------------
+
+chain = []
+chain.append(chain)
+
+alpha = []
+beta = [alpha]
+alpha.append(beta)
+
+
+# --- A tall node, to show the row striping ---------------------------------------------
+
+pageCounts = [412, 474, 730, 204, 96, 288, 350, 512]
+
+
+# --- Several frames at once -------------------------------------------------------------
+# While `describe` runs there are three frames on screen: Global, report and describe.
+# Only the innermost one gets the current-frame accent. Watch the `return` row appear in
+# a frame just before it disappears - it is the one row drawn in the accent colour.
+
+def describe(book: Book) -> str:
+    return book.title + ' (' + str(book.pages) + ' pages)'
+
+
+def report(books: list[Book]) -> list[str]:
+    lines = []
+    for book in books:
+        lines.append(describe(book))
+    return lines
+
+
+def longest(books: list[Book]) -> Book:
+    best = books[0]
+    for book in books:
+        if book.pages > best.pages:
+            best = book
+    return best
+
+
+summary = report(favourites)
+biggest = longest(favourites)
+
+print(summary)
+print(biggest.title)
diff --git a/src/programflow-visualization/web/index.html b/src/programflow-visualization/web/index.html
index 287edc60..30566815 100644
--- a/src/programflow-visualization/web/index.html
+++ b/src/programflow-visualization/web/index.html
@@ -22,6 +22,28 @@
     <!-- #elk-viewport clips and receives the pan/zoom gestures, #elk-canvas is transformed -->
     <div id="elk-viewport">
       <div id="elk-canvas"></div>
+
+      <!-- Floats over the canvas rather than scrolling with it. data-elk-ui tells
+           pan-zoom.ts that events in here are UI, not canvas gestures. -->
+      <div class="elk-controls" data-elk-ui>
+        <button id="expandAllButton" type="button" title="Expand every collapsed object" hidden>Expand all</button>
+        <button id="fitButton" type="button" title="Zoom to fit">Fit</button>
+        <button class="elk-icon-button" id="zoomOutButton" type="button" aria-label="Zoom out" title="Zoom out">
+          <svg viewBox="0 0 16 16" width="18" height="18" aria-hidden="true" focusable="false">
+            <circle cx="6.75" cy="6.75" r="4.25" fill="none" stroke="currentColor" stroke-width="1.5" />
+            <line x1="9.9" y1="9.9" x2="14" y2="14" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" />
+            <line x1="4.5" y1="6.75" x2="9" y2="6.75" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" />
+          </svg>
+        </button>
+        <button class="elk-icon-button" id="zoomInButton" type="button" aria-label="Zoom in" title="Zoom in">
+          <svg viewBox="0 0 16 16" width="18" height="18" aria-hidden="true" focusable="false">
+            <circle cx="6.75" cy="6.75" r="4.25" fill="none" stroke="currentColor" stroke-width="1.5" />
+            <line x1="9.9" y1="9.9" x2="14" y2="14" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" />
+            <line x1="4.5" y1="6.75" x2="9" y2="6.75" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" />
+            <line x1="6.75" y1="4.5" x2="6.75" y2="9" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" />
+          </svg>
+        </button>
+      </div>
     </div>
   </div>
 
@@ -49,8 +71,6 @@
         <button class="margin-horizontal" id="prevButton" type="button" aria-label="Go to previous step" title="Previous step">&#9664</button>
         <button class="margin-horizontal" id="nextButton" type="button" aria-label="Go to next step" title="Next step">&#9654</button>
         <button class="margin-horizontal" id="lastButton" type="button" aria-label="Go to last step" title="Last step">&#9197</button>
-        <button class="margin-horizontal" id="expandAllButton" type="button" title="Expand every collapsed object" hidden>Expand all</button>
-        <button class="margin-horizontal" id="fitButton" type="button" title="Zoom to fit">Fit</button>
       </div>
     </div>
 
diff --git a/src/programflow-visualization/web/pan-zoom.ts b/src/programflow-visualization/web/pan-zoom.ts
index b2593aa8..9b1a5ef5 100644
--- a/src/programflow-visualization/web/pan-zoom.ts
+++ b/src/programflow-visualization/web/pan-zoom.ts
@@ -20,8 +20,17 @@ export type PanZoom = {
    * re-frames the graph, which matters because a trace grows from one node to dozens.
    */
   autoFit(width: number, height: number): void;
+  /** One step up the zoom ladder, anchored on the middle of the viewport. */
+  zoomIn(): void;
+  /** One step down the zoom ladder, anchored on the middle of the viewport. */
+  zoomOut(): void;
 };
 
+/** Events on the floating toolbar are UI, not canvas gestures. */
+function isUi(target: EventTarget | null): boolean {
+  return target instanceof Element && target.closest("[data-elk-ui]") !== null;
+}
+
 function nearestStep(scale: number): number {
   return ZOOM_STEPS.reduce((best, step) =>
     Math.abs(step - scale) < Math.abs(best - scale) ? step : best
@@ -48,23 +57,40 @@ export function attachPanZoom(viewport: HTMLElement, canvas: HTMLElement): PanZo
     canvas.style.transform = `translate(${translateX}px, ${translateY}px) scale(${scale})`;
   };
 
+  /**
+   * One step along the ladder, keeping the graph point at (anchorX, anchorY) -- both
+   * relative to the viewport -- exactly where it is.
+   */
+  const zoomStep = (direction: 1 | -1, anchorX: number, anchorY: number) => {
+    const next = stepFrom(scale, direction);
+    if (next === scale) {
+      return;
+    }
+    touched = true;
+    translateX = anchorX - ((anchorX - translateX) / scale) * next;
+    translateY = anchorY - ((anchorY - translateY) / scale) * next;
+    scale = next;
+    apply();
+  };
+
+  const zoomFromCentre = (direction: 1 | -1) => {
+    const box = viewport.getBoundingClientRect();
+    zoomStep(direction, box.width / 2, box.height / 2);
+  };
+
   viewport.addEventListener(
     "wheel",
     (event: WheelEvent) => {
-      event.preventDefault();
-      const next = stepFrom(scale, event.deltaY < 0 ? 1 : -1);
-      if (next === scale) {
+      if (isUi(event.target)) {
         return;
       }
-      touched = true;
-      // Keep the point under the cursor where it is.
+      event.preventDefault();
       const box = viewport.getBoundingClientRect();
-      const cursorX = event.clientX - box.left;
-      const cursorY = event.clientY - box.top;
-      translateX = cursorX - ((cursorX - translateX) / scale) * next;
-      translateY = cursorY - ((cursorY - translateY) / scale) * next;
-      scale = next;
-      apply();
+      zoomStep(
+        event.deltaY < 0 ? 1 : -1,
+        event.clientX - box.left,
+        event.clientY - box.top
+      );
     },
     { passive: false }
   );
@@ -107,7 +133,7 @@ export function attachPanZoom(viewport: HTMLElement, canvas: HTMLElement): PanZo
   };
 
   viewport.addEventListener("pointerdown", (event: PointerEvent) => {
-    if (event.button !== 0) {
+    if (event.button !== 0 || isUi(event.target)) {
       return;
     }
     pointerId = event.pointerId;
@@ -170,5 +196,11 @@ export function attachPanZoom(viewport: HTMLElement, canvas: HTMLElement): PanZo
         fit(width, height);
       }
     },
+    zoomIn() {
+      zoomFromCentre(1);
+    },
+    zoomOut() {
+      zoomFromCentre(-1);
+    },
   };
 }
diff --git a/src/programflow-visualization/web/webview.css b/src/programflow-visualization/web/webview.css
index ea84388a..1c454854 100644
--- a/src/programflow-visualization/web/webview.css
+++ b/src/programflow-visualization/web/webview.css
@@ -1,6 +1,9 @@
 body {
   height: 100vh;
   width: 100vw;
+  /* The UA default of 8px would push 100vw past the window edge, which now matters
+     because the view controls are pinned to the right. VS Code zeroes it anyway. */
+  margin: 0;
   overflow: auto;
   display: flex;
   flex-direction: column;
@@ -127,6 +130,48 @@ body {
   cursor: grabbing;
 }
 
+/* Floating view controls, pinned to the top right of the viewport. A sibling of
+   #elk-canvas rather than a child, so the canvas transform never scales them. */
+.elk-controls {
+  position: absolute;
+  top: 8px;
+  right: 8px;
+  z-index: 2;
+  display: flex;
+  align-items: center;
+  gap: 4px;
+  padding: 4px;
+  border: 1px solid var(--wypp-outline);
+  border-radius: 4px;
+  background-color: var(--wypp-node-bg);
+  /* The viewport shows a grab cursor; the toolbar is not draggable. */
+  cursor: default;
+}
+
+.elk-controls button {
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  height: 24px;
+  padding: 0 8px;
+  line-height: 1;
+  white-space: nowrap;
+}
+
+/* Square and unpadded, so the icon gets the whole content box. Scoped to .elk-controls
+   because the rule above is more specific than a bare .elk-icon-button would be. */
+.elk-controls .elk-icon-button {
+  width: 24px;
+  padding: 0;
+}
+
+/* The icons are inline SVG stroked in currentColor, so they follow the button text.
+   flex: none stops the flex container from shrinking them below their intrinsic size. */
+.elk-controls .elk-icon-button svg {
+  display: block;
+  flex: none;
+}
+
 .elk-canvas {
   position: relative;
 }
diff --git a/src/programflow-visualization/web/webview.ts b/src/programflow-visualization/web/webview.ts
index c94ade6b..09ea55ab 100644
--- a/src/programflow-visualization/web/webview.ts
+++ b/src/programflow-visualization/web/webview.ts
@@ -222,6 +222,12 @@ function setupUi() {
   $("#fitButton").addEventListener("click", () => {
     panZoom?.fit(lastBounds.width, lastBounds.height);
   });
+  $("#zoomInButton").addEventListener("click", () => {
+    panZoom?.zoomIn();
+  });
+  $("#zoomOutButton").addEventListener("click", () => {
+    panZoom?.zoomOut();
+  });
 
   // Slider input -> local navigation
   const slider = $("#traceSlider") as HTMLInputElement;

From 5e079ccbaf5ead615716ce7e0d8e8ae253dcd021 Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Fri, 18 Sep 2026 12:17:34 +0200
Subject: [PATCH 18/20] BugFixes: Step Buttons Z > stdout, Chevron resize
 dimming

---
 .../web/graph-renderer.ts                     | 79 ++++++++++++++++---
 src/programflow-visualization/web/webview.css |  9 +++
 2 files changed, 77 insertions(+), 11 deletions(-)

diff --git a/src/programflow-visualization/web/graph-renderer.ts b/src/programflow-visualization/web/graph-renderer.ts
index f8b1bce1..1be837a1 100644
--- a/src/programflow-visualization/web/graph-renderer.ts
+++ b/src/programflow-visualization/web/graph-renderer.ts
@@ -4,13 +4,40 @@
 // the coordinates ELK computed. Edges go into one SVG overlay behind the nodes.
 import type { ElkExtendedEdge, ElkNode } from "elkjs/lib/elk-api";
 import type { NodeModel } from "../graph-model";
-import { headerElement, renderNode } from "./node-view";
+import { headerElement, NODE_CLASS, renderNode } from "./node-view";
 
 const SVG_NS = "http://www.w3.org/2000/svg";
 const MARGIN = 24;
 /** Room above the nodes for the "Frames" / "Objects" captions. */
 const BAND_HEIGHT = 28;
 
+/**
+ * Last seen pointer position, in client coordinates. Collapsing a node re-lays out the
+ * graph under a stationary cursor, and a stationary cursor fires no mouseenter on the
+ * freshly built elements, so each render has to re-derive the hover itself.
+ */
+let pointer: { x: number; y: number } | undefined;
+let pointerTracked = false;
+
+function trackPointer(): void {
+  if (pointerTracked) {
+    return;
+  }
+  pointerTracked = true;
+  window.addEventListener(
+    "pointermove",
+    (event: PointerEvent) => {
+      pointer = { x: event.clientX, y: event.clientY };
+    },
+    { passive: true, capture: true }
+  );
+  // A pointer that has left the window is not over anything. pointerleave does not
+  // bubble, so this has to sit on the element it is targeted at, not on window.
+  document.documentElement.addEventListener("pointerleave", () => {
+    pointer = undefined;
+  });
+}
+
 export type RenderOptions = {
   /** Called when a collapsible node header is activated. */
   onToggle?: (address: number) => void;
@@ -57,8 +84,12 @@ export function renderGraph(
   models: Map<string, NodeModel>,
   options: RenderOptions = {}
 ): void {
+  trackPointer();
   container.textContent = "";
   container.classList.add("elk-canvas");
+  // Wiping the children destroys the hovered node without ever firing its mouseleave,
+  // so the dim-everything-else class would otherwise survive with nothing highlighted.
+  container.classList.remove("elk-dimming");
 
   const children = laidOut.children ?? [];
   const portToNode = new Map<string, string>();
@@ -123,6 +154,31 @@ export function renderGraph(
   }
   container.append(svg);
 
+  // Hovering a node highlights everything it is connected to (plan 6.4). One shared
+  // "which node is active" state, so that a re-render can restore it without a gesture.
+  let active: HTMLElement | undefined;
+
+  const paintActive = (element: HTMLElement, on: boolean) => {
+    element.classList.toggle("elk-node-active", on);
+    for (const path of edgesByNode.get(element.dataset.nodeId ?? "") ?? []) {
+      path.classList.toggle("elk-edge-active", on);
+    }
+  };
+
+  const setActive = (element: HTMLElement | undefined) => {
+    if (active === element) {
+      return;
+    }
+    if (active) {
+      paintActive(active, false);
+    }
+    active = element;
+    if (active) {
+      paintActive(active, true);
+    }
+    container.classList.toggle("elk-dimming", active !== undefined);
+  };
+
   // Nodes.
   let framesRight = Number.NEGATIVE_INFINITY;
   let objectsLeft = Number.POSITIVE_INFINITY;
@@ -133,6 +189,7 @@ export function renderGraph(
       continue;
     }
     const element = renderNode(model);
+    element.dataset.nodeId = child.id;
     element.style.left = `${(child.x ?? 0) + MARGIN}px`;
     element.style.top = `${(child.y ?? 0) + offsetY}px`;
     element.style.width = `${child.width ?? 0}px`;
@@ -156,18 +213,10 @@ export function renderGraph(
 
     // Hovering a node highlights everything it is connected to (plan 6.4).
     element.addEventListener("mouseenter", () => {
-      container.classList.add("elk-dimming");
-      element.classList.add("elk-node-active");
-      for (const path of edgesByNode.get(child.id) ?? []) {
-        path.classList.add("elk-edge-active");
-      }
+      setActive(element);
     });
     element.addEventListener("mouseleave", () => {
-      container.classList.remove("elk-dimming");
-      element.classList.remove("elk-node-active");
-      for (const path of edgesByNode.get(child.id) ?? []) {
-        path.classList.remove("elk-edge-active");
-      }
+      setActive(undefined);
     });
 
     container.append(element);
@@ -181,4 +230,12 @@ export function renderGraph(
   if (objectsLeft < Number.POSITIVE_INFINITY) {
     container.append(band("Objects", objectsLeft + MARGIN, width - objectsLeft));
   }
+
+  // Whatever the cursor is sitting on now is hovered, even though it never moved.
+  // elementFromPoint flushes layout, so the positions set above are already in effect.
+  if (pointer) {
+    const hit = document.elementFromPoint(pointer.x, pointer.y);
+    const node = hit?.closest<HTMLElement>(`.${NODE_CLASS}`) ?? undefined;
+    setActive(node && container.contains(node) ? node : undefined);
+  }
 }
diff --git a/src/programflow-visualization/web/webview.css b/src/programflow-visualization/web/webview.css
index 1c454854..e0bf60b6 100644
--- a/src/programflow-visualization/web/webview.css
+++ b/src/programflow-visualization/web/webview.css
@@ -43,6 +43,15 @@ body {
   padding-bottom: 10px;
 }
 
+/* The two columns are 35%/65% of a flex row, so a narrow panel squeezes the step
+   controls until they overflow their column and land under the stdout pane, which
+   would otherwise swallow the clicks. Lift them into a higher stacking level so they
+   stay pressable even while overlapping. */
+#bottom-area .floating-left {
+  position: relative;
+  z-index: 1;
+}
+
 #stdout-log {
   height: 100%;
   border: 1.5px;

From 6f8ad7492dfb9bb3f9603ea5a7f99e09563cc0a6 Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Fri, 18 Sep 2026 12:29:35 +0200
Subject: [PATCH 19/20] frames background color Blue

---
 elk-task/elk-plan.md                          |  6 +++-
 .../web/graph-renderer.ts                     | 15 +++++++---
 src/programflow-visualization/web/webview.css | 28 +++++++++++++++++--
 3 files changed, 42 insertions(+), 7 deletions(-)

diff --git a/elk-task/elk-plan.md b/elk-task/elk-plan.md
index 99550962..989ef12f 100644
--- a/elk-task/elk-plan.md
+++ b/elk-task/elk-plan.md
@@ -685,7 +685,11 @@ running extension host (F5 → open a `.py` file → *Show Program Flow*):
    per-kind accents, the zebra stripe, the edge colour and the high-contrast border are all
    unproven against real tokens (criterion 7). This includes the floating view toolbar,
    which sits on `--wypp-node-bg` over the canvas and must stay legible where it overlaps a
-   node, and whose icons are stroked in `currentColor`.
+   node, and whose icons are stroked in `currentColor`. Pay particular attention to the
+   blue wash on the Frames column (`--wypp-frame-bg`): it is the one hardcoded colour left,
+   because it layers over the theme's node background and so has to carry an alpha channel,
+   and a translucent blue that reads well on a dark background can turn muddy on a light or
+   high-contrast one.
 4. **Theme-switch invalidation.** Changing the theme must repaint with new colours and not
    serve a stale cached layout — that path runs through the `<body>` class
    `MutationObserver` in `webview.ts`, which only fires inside VS Code.
diff --git a/src/programflow-visualization/web/graph-renderer.ts b/src/programflow-visualization/web/graph-renderer.ts
index 1be837a1..ae821740 100644
--- a/src/programflow-visualization/web/graph-renderer.ts
+++ b/src/programflow-visualization/web/graph-renderer.ts
@@ -67,9 +67,14 @@ function arrowMarker(): SVGMarkerElement {
   return marker;
 }
 
-function band(label: string, left: number, width: number): HTMLElement {
+function band(
+  label: string,
+  modifier: string,
+  left: number,
+  width: number
+): HTMLElement {
   const element = document.createElement("div");
-  element.className = "elk-band";
+  element.className = `elk-band ${modifier}`;
   element.textContent = label;
   element.style.left = `${left}px`;
   element.style.top = `${MARGIN}px`;
@@ -225,10 +230,12 @@ export function renderGraph(
   // Column captions, derived from where the nodes actually ended up: there are no
   // container nodes to hang them off (plan 4).
   if (framesRight > Number.NEGATIVE_INFINITY) {
-    container.append(band("Frames", MARGIN, framesRight));
+    container.append(band("Frames", "elk-band-frames", MARGIN, framesRight));
   }
   if (objectsLeft < Number.POSITIVE_INFINITY) {
-    container.append(band("Objects", objectsLeft + MARGIN, width - objectsLeft));
+    container.append(
+      band("Objects", "elk-band-objects", objectsLeft + MARGIN, width - objectsLeft)
+    );
   }
 
   // Whatever the cursor is sitting on now is hovered, even though it never moved.
diff --git a/src/programflow-visualization/web/webview.css b/src/programflow-visualization/web/webview.css
index e0bf60b6..2136af38 100644
--- a/src/programflow-visualization/web/webview.css
+++ b/src/programflow-visualization/web/webview.css
@@ -116,6 +116,13 @@ body {
   --wypp-accent-dict: var(--vscode-charts-orange, #d18616);
   --wypp-accent-set: var(--vscode-charts-yellow, #cca700);
 
+  /* The blue wash over the Frames column. Deliberately a literal rgba rather than a
+     --vscode-* token: it is layered *over* the theme's own node background, so it has
+     to be translucent, and no theme token carries an alpha channel. Keeping the alpha
+     low leaves the theme's own foreground colour readable in light and dark alike. */
+  --wypp-frame-bg: rgba(77, 140, 217, 0.14);
+  --wypp-frame-header-bg: rgba(77, 140, 217, 0.28);
+
   /* High-contrast themes define --vscode-contrastBorder and expect it to be honoured;
      everywhere else it is empty and the fallback applies. */
   --wypp-outline: var(--vscode-contrastBorder, var(--wypp-node-border));
@@ -206,6 +213,11 @@ body {
   border-bottom: 1px solid var(--wypp-node-border);
 }
 
+/* Matches the tint on the frame nodes below, so the whole left column reads as one. */
+.elk-band-frames {
+  background-color: var(--wypp-frame-bg);
+}
+
 .elk-node {
   position: absolute;
   /* Shrink to content, but never so wide that one long value dominates. */
@@ -308,8 +320,20 @@ body {
   color: var(--wypp-muted);
 }
 
-/* Frames keep the shared node background so the text stays legible in every
-   theme; only the left accent tells them apart. */
+/* Frames are washed blue so the two columns tell themselves apart even at zoom levels
+   where the header text is no longer legible. The wash goes in background-image, which
+   layers over the background-color .elk-node already set, so the node keeps an opaque
+   base and stays legible whatever the theme. */
+.elk-frame,
+.elk-current-frame {
+  background-image: linear-gradient(var(--wypp-frame-bg), var(--wypp-frame-bg));
+}
+
+.elk-frame .elk-node-header,
+.elk-current-frame .elk-node-header {
+  background-color: var(--wypp-frame-header-bg);
+}
+
 .elk-frame {
   border-left-color: var(--wypp-accent-frame);
 }

From 41b7ef4106e3c30746c57ee0ab909504f0153b80 Mon Sep 17 00:00:00 2001
From: Simon Roesch <simon.roesch@hs-offenburg.de>
Date: Mon, 21 Sep 2026 13:24:10 +0200
Subject: [PATCH 20/20] frames stack on top of each other chronologically

---
 elk-task/elk-plan.md                         | 34 ++++++++++++++++++++
 src/programflow-visualization/graph-model.ts | 34 +++++++++++++++++++-
 2 files changed, 67 insertions(+), 1 deletion(-)

diff --git a/elk-task/elk-plan.md b/elk-task/elk-plan.md
index 989ef12f..eed483a8 100644
--- a/elk-task/elk-plan.md
+++ b/elk-task/elk-plan.md
@@ -564,6 +564,40 @@ Each step keeps the extension working.
    With the HTML strings went the last `innerHTML` assignment in the webview: everything
    is `textContent` and `createElement` now, so a value that happens to look like markup
    can no longer be parsed as markup.
+10. **Frame order: pinned, newest on top.** Left to itself ELK ordered the frame layer by
+    barycentre, which was not stable — sibling frames swapped between steps
+    (`report > describe` on some, `describe > report` on others) — and sank `Global` to the
+    bottom because it points at objects spread down the whole heap column. Frames now carry
+    an `elk.position` hint and `crossingMinimization.semiInteractive` is switched on so
+    that ELK reads it.
+
+    Measured over the 49 steps of `example-showcase.py`, counting proper segment
+    intersections between edges (shared endpoints excluded):
+
+    | frame order | crossings | steps in stack order |
+    | --- | --- | --- | 
+    | barycentre (before) | 595 | 0/20 |
+    | oldest on top (`Global` first) | 950 | 20/20 |
+    | **newest on top (`Global` last)** | **686** | **20/20** |
+
+    Both directions are equally readable — the stack grows one way either way — so the
+    cheaper one wins. Oldest-on-top costs so much more because it fights the barycentre
+    heuristic head-on; newest-on-top is the direction that heuristic already favoured, so
+    pinning it mostly just makes it stable.
+
+    The remaining cost is collateral, not frame ordering: `semiInteractive` is a graph-wide
+    option, and nodes with no hint of their own get an interpolated position, so the heap
+    column loses the unconstrained heuristic too. `buildGraph` therefore only adds the
+    option when `stack.length > 1`; single-frame steps have nothing to order and stay at
+    their old 198 crossings, which is where the 755 → 686 comes from.
+
+    Two alternatives were measured and rejected: `considerModelOrder.strategy:
+    NODES_AND_EDGES` does nothing for a `FIRST_SEPARATE` layer (0/20 in stack order), and
+    giving heap nodes their own `elk.position` from a breadth-first walk of the frames, to
+    stop the interpolation, was worse than the interpolation (1102). Layout time is
+    unaffected in all arms. If the collateral ever needs to go, the untried route is a
+    hierarchical child node for the frame column, which could carry its own fixed order
+    without handing the whole graph to `semiInteractive`.
 
 ## 8. Decisions at a glance
 
diff --git a/src/programflow-visualization/graph-model.ts b/src/programflow-visualization/graph-model.ts
index eb1646ea..d05c6a6d 100644
--- a/src/programflow-visualization/graph-model.ts
+++ b/src/programflow-visualization/graph-model.ts
@@ -55,6 +55,8 @@ export type VizGraph = {
  *   as soon as an edge is reversed into a frame (plan 4).
  * - considerModelOrder is deliberately absent: it buys no stability and costs 2.5x
  *   (plan 6.5). Stability comes from emitting nodes in a deterministic order.
+ * - semiInteractive is *not* here: it is switched on per step by buildGraph, and only
+ *   when there is more than one frame to order. See FRAME_ORDER_OPTIONS (plan 7.10).
  */
 export const LAYOUT_OPTIONS: Record<string, string> = {
   "elk.algorithm": "layered",
@@ -64,6 +66,20 @@ export const LAYOUT_OPTIONS: Record<string, string> = {
   "elk.layered.spacing.nodeNodeBetweenLayers": "60",
 };
 
+/**
+ * Makes crossing minimisation honour the elk.position hints on the frame nodes.
+ * Without it the frame layer is ordered by barycentre, which lets sibling frames swap
+ * places from one step to the next.
+ *
+ * It is not free: the option is graph-wide, and nodes that carry no hint of their own
+ * get an interpolated one, so the heap column loses the unconstrained barycentre
+ * heuristic too. On this trace that collateral is worth ~35% more crossings, which is
+ * why it is only switched on for the steps that actually need it (plan 7.10).
+ */
+const FRAME_ORDER_OPTIONS: Record<string, string> = {
+  "elk.layered.crossingMinimization.semiInteractive": "true",
+};
+
 export const frameNodeId = (index: number): string => `frame:${index}`;
 export const objectNodeId = (address: Address): string => `obj:${address}`;
 export const rowPortId = (nodeId: string, rowIndex: number): string =>
@@ -245,8 +261,16 @@ export function buildGraph(
     children.push(
       // FIRST_SEPARATE, not FIRST: frames get a layer of their own, which is what the
       // Frames/Objects bands assume, and it measurably halves layout time (plan 7.7).
+      //
+      // elk.position is only a ranking hint, read by semiInteractive crossing
+      // minimisation; the actual y still comes from node placement. Newest frame on
+      // top, oldest at the bottom: the stack grows in one direction either way, and
+      // this is the direction the barycentre heuristic already favoured, so pinning it
+      // costs a fraction of the crossings that pinning the reverse did (plan 7.10).
+      // Only the frames carry a hint; the heap column is left to the heuristic.
       elkNodeFor(model, {
         "elk.layered.layering.layerConstraint": "FIRST_SEPARATE",
+        "elk.position": `(0,${lastFrameIndex - index})`,
       })
     );
     model.rows.forEach((row, rowIndex) => {
@@ -292,7 +316,15 @@ export function buildGraph(
   }
 
   return {
-    graph: { id: "root", layoutOptions: LAYOUT_OPTIONS, children, edges },
+    graph: {
+      id: "root",
+      layoutOptions:
+        elem.stack.length > 1
+          ? { ...LAYOUT_OPTIONS, ...FRAME_ORDER_OPTIONS }
+          : LAYOUT_OPTIONS,
+      children,
+      edges,
+    },
     nodes: models,
   };
 }