theAIcatchup

Architecture diagram of self-improving RAG for Claude Code showing ChromaDB, graph memory, CLAUDE.md, and event hooks

Claude Code Grows a Brain: The Self-Improving RAG That Remembers Every Bug Fix

Imagine your AI coder forgetting the same auth bug fix every session. This self-improving RAG changes that, turning Claude into a wise, evolving partner.

3 min read an hour ago

Python code snippet of 50-line RAG system indexing Unity C# codebase

Cloud & Databases

50-Line RAG Hack Crushes Claude's Token Bloat in 22K-File Codebases

Claude Code users: you're burning thousands of tokens per codebase question. A 50-line local RAG script fixes that, pulling exact methods from 22,000 files without the bloat.

4 min read 3 hours ago

#RAG system

Claude Code Grows a Brain: The Self-Improving RAG That Remembers Every Bug Fix

50-Line RAG Hack Crushes Claude's Token Bloat in 22K-File Codebases

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