I Built a Self-Improving RAG System for Claude Code. Here is What It Learned.

Originally published at chudi.dev I was debugging the same authentication error for the third time this month. Same error. Same root cause. Same fix. Claude Code had solved this exact problem two weeks ago—but it didn't remember. Each session starts fresh. No memory of what worked, what failed, or what patterns emerged. That's a massive waste of debugging time. So I built a system to fix it. The Problem With Stateless AI Claude Code is powerful, but it has a fundamental limit...