My YouTube Automation Uploaded 29 Videos in One Afternoon — Here is What Broke
A postmortem on how a missing success signal in my NATS event bus caused a retry handler to upload 29 YouTube videos in one afternoon and the 5-minute fix.
#python
4 articles
I Built a Self-Healing Codebase Using NATS, Claude AI, and A/B Code Tournaments
How I built ChangeBus — a distributed agent system that detects code changes, generates competing AI fixes, scores them in tournaments, and auto-merges the winner. No human required (unless the AI isn't confident enough).
I Built an AI Pipeline That Reads 20+ Tech Sources So I Don't Have To
ScanBrief: AI-powered tech intelligence that scans HN, GitHub, ArXiv, and 15+ sources, deduplicates, scores, and delivers a 5-minute morning brief.
AI Agents in Network Engineering: What Actually Works in 2026
A practical breakdown of AI agents that actually work in network engineering in 2026 — from GitHub Copilot to Claude Code to MCP servers. Real examples, not hype.