ai-coding
- about 2 months 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.
- 3 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.
- 3 months agoAI Coding
RAG Is No Longer Enough: How OKF Changes Agent Knowledge
Traditional RAG finds similar fragments, not authoritative rules. How Open Knowledge Format (OKF) adds a structured trust layer for AI agents alongside vector search.
- 3 months agoAI Coding
The Autonomous QA Cycle: LangGraph, Langfuse, and a Custom LLM Judge
Real QA isn't linear. How I built Cairn around a state graph, Langfuse observability, and an LLM judge that asks whether a passing test actually proves anything.
