ai-coding
- 18 days agoAI Coding
Four Ways Agent Context Breaks, and How to Detect Each One
Context failures look like a bad model. They are not. The four distinct failure modes, the symptom each produces, and the signal that tells them apart in production.
- 19 days agoAI Coding
Three Guards Every Agent Loop Needs, and How Each One Fails
The loop is the easy part. What a step limit, a validator and a confirmation gate each miss — found by an independent review, not by the tests I wrote myself.
- 21 days agoAI Coding
A Local AI QA Agent: Ollama, LibreChat, and Playwright MCP
Build a browser-automation agent that runs entirely on your machine — no API bill, no data leaving the laptop. Setup, the parts that break, and where it stops being useful.
- about 2 months agoAI Coding
How I'd Move into AI Engineering in 2026: From Automation to Reliable Systems
My research-based roadmap for AI engineering: the skills that matter, the order to learn them, portfolio projects to build, and signals to measure real progress.
