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scottfalconer/README.md

Scott Falconer

I build tools that allow AI agents to work in open-source software over MCP, under real user permissions. I'm Senior Director, Applied AI & Agent Success Engineering at Acquia, and I lead the Drupal AI Initiative's Outside AI workstream.

Keynote demos

Tools other developers use

  • drupal-contribute-fix: an agent skill that finds existing fixes before patching and packages contributions for human review. Adopted into Drupal's community skills library.
  • self-learning-skills: local memory for coding agents: recall lessons, record new ones and prepare skill updates for review.
  • agent-ready-drupal-build-kit: build tooling where a separate verifier, not the building agent, decides when a site is done.
  • drupal-agent-readiness: a public test bench that measures how safely AI agents operate Drupal sites and publishes what they get wrong.
  • Agent Access: connects AI assistants to a site through users' own accounts over OAuth and MCP.

Open source and teaching

I contribute to Drupal AI, Canvas and Tool API (Drupal.org, GitLab) and teach practical AI-assisted engineering, including Reviewer-Friendly AI at DrupalCon Rotterdam. Author of Managing AI.

Writing and book · LinkedIn

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  1. self-learning-skills self-learning-skills Public

    Self learning agent skills

    Python 47 2

  2. drupal-agent-readiness drupal-agent-readiness Public

    A public test bench that measures how safely AI agents can operate Drupal sites and publishes what they get wrong.

    Python 6

  3. agent-ready-drupal-build-kit agent-ready-drupal-build-kit Public

    A build kit for AI coding agents to create real, reviewable Drupal CMS sites from existing site briefs and source URLs.

    JavaScript 4

  4. drupal-contribute-fix drupal-contribute-fix Public

    An Agent Skill to turn local Drupal fixes into effortless, maintainer-friendly contributions without the noise, duplicates, or churn.

    Python 21 4

  5. boise-trails-ai boise-trails-ai Public

    Trying to find my personal optimal route for the Boise Trails Challenge

    Python 1 1

  6. empire empire Public

    Drupal CMS video-site template with YouTube imports and editorial controls.

    PHP