CEO Blog

Claude Code Kept Making the Same Mistakes, So I Trained It Into a Senior Engineer

After months of loops, hallucinations, and broken environments, I built a 4-layer defense architecture for Claude Code. CLAUDE.md, Hooks, MCP Gateway, and Superpowers plugin — here's the full setup with all the failures along the way.