Latest Articles
- 10 days agoAI Coding
Why I Dropped the Big Prompt and Went Skills-First
A big system prompt overloads AI agents instead of making them reliable. Cairn's Skills-First approach loads only the skill needed now and keeps deterministic work in code.
- 15 days agoAI Coding
From Eval to Your Own QA Agent: Why Generating Code Is No Longer Enough
After eval as a truth mechanism, building Cairn: why AI code generation needs an autonomous verification layer, not just more tests.
- about 1 month agoAI Coding
Eval is not a grade — it's a truth mechanism
How I dived into LangGraph and Langfuse through a single experiment — and what evaluation taught me about testing AI agents.
- about 2 months agoAI Coding
AI Coding Isn't About Prompts. It's About Systems.
Claude, ChatGPT, Codex — the tool matters less than the engineer behind it. Why AI coding breaks in production, and what separates prompt users from AI workflow engineers.
