network-operations

Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛 2024 季军方案

A graded, original system-design curriculum from prerequisites to extreme scale - 97 chapters, 66 case studies, AI systems and network operations tracks, original Mermaid diagrams, 19 Python tools, and CI-validated.

A potent tool for hacking enthusiasts to silently infiltrate local networks and wreak havoc with a single click. Use responsibly.

Run the fleet, gather the output: governed command execution across Cisco, Juniper, Linux and other fleets, with a per-operator daemon and two SSH transports.

Operational Workbench for Links

NOCular is a Python-based IT system monitoring and troubleshooting application. The name represents the project's purpose: providing visibility into system health, detecting potential problems, and helping document incidents.

A documentation-first playbook for safe gateway failover, rollback, configuration truth, and control-channel resilience.

RAG-assisted 5-agent AIOps workflow for alarm correlation, governed remediation, ITSM tickets, outcome tracking, and shift handoff.

Domain-specialized Telecom SLM (Llama 3.1 8B) with multi-agent architecture for network operations. Fine-tuned on 49K+ 3GPP examples. 6 agents, 5 investigation skills, RAG over 3GPP specs. 84.1% operational accuracy, 70.6% GSMA TeleQnA.

AI-RAN KPI forecasting system for RAN telemetry, operational intelligence, and network performance analysis.

AI-powered workflow monitoring and incident management automation built with n8n and Google Gemini for ISP and Network Operations Centre (NOC) environments.

An agentic, modular Network Operations Center (NOC) triage system designed to analyze large-scale network telemetry and generate structured, production-grade incident reports.

Production-grade socat manager for network operations. Launch listeners, bidirectional forwards, TLS tunnels, and transparent redirectors with unique Session IDs, protocol-aware lifecycle management (TCP/UDP isolation), universal traffic capture, watchdog auto-restart, non-blocking CLI, and dual-stack protocol support.

Setup and management tool for the Radiator RADIUS/TACACS SQL database used for offline YubiKey OTP authentication

Reference workflow showing AVD-generated CloudVision Campus tags, Static Studios, and Day-2 Quick Actions

An offline, air-gapped AI NOC Copilot for predicting MPLS & SD-WAN fault precursors before outage impact using ML risk scoring, local RAG runbooks, and LLM root cause analysis.

Enterprise network automation platform built with Cisco IOS, GNS3, Python & Netmiko featuring OSPF monitoring, compliance auditing, config backups, drift detection, VLAN automation and a unified NOC dashboard.

Python-based log monitoring and automation tool simulating a NOC workflow. Parses logs, analyzes errors, generates reports and triggers basic alerts.

Sanitised legacy archive of Phoenix, a multi-vendor RAN operations portal for search, network checks, maps, logs and dispatch visibility.

Evaluation framework for LLM-generated network configurations — syntax validation, semantic checks, and compliance scoring