Latest Articles
- 1 day 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 days agoProgramming
Why Learn Programming in the Age of AI?
AI can write code, fix bugs, and sketch architectures. So why learn programming at all? Because syntax is the smallest part of the job — and that gap is wider than ever.
- 6 days 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.
- 9 days agoAI Coding
AI Agent Skills Promise 65% Savings. A Benchmark Found 8.5%.
JetBrains tested Caveman on 82 SkillsBench tasks. Token savings fell short, quality stayed flat, and cost variance erased the gain. What actually moves agent work forward.
