@joshualevi.ai: The problem: Claude starts every session blind. You re-explain your stack, your rules and what you already built, every time. What I built instead: 1. An index of all 112 projects, so Claude knows what I have made before I ask 2. One command that saves every lesson and files it under the right project 3. The whole thing wired into my global CLAUDE.md, so it loads automatically every session 4. Plain files with tags, no embeddings, no vector database, no RAG to maintain The result: Claude starts every session knowing my codebase, my decisions and the gotchas. Context that compounds instead of resetting to zero. Save this for your next build. #claudecode #claude #aitools #ai #coding

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Wednesday 17 June 2026 17:05:00 GMT
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balanced_7 :
imagine all that but smarter. thats what im building right now. the setup yoi have right now bloats context for every ai. im building a local knowledge store that has a map of your project and every module and when claude commits it cannot commit unless any new module or architectural detail is documented. my system also provides at toolcall context retrieval that is lean so the model only gets pertinent information with the option to dig deeper if it needs to! if you are curious and want to play with it its up on my github! its called Akashic Aurora, I hope it will be useful to you!
2026-07-13 19:37:48
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