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satyam

curious human • 1d

If you use AI to build or ship at work, this will save you time and money. Your AI agent has no real memory. You’re paying for that every day. You fix a brutal bug. Move on. New file, new prompt. The same broken logic appears again. Not because the model is dumb, but because it forgot. Context window gone. History erased. Every repeated mistake burns tokens. Every forgotten decision costs hours. Across a team and a quarter, that’s serious leakage. Most “hallucinations” are memory failures. I built an open-source fix: Project-Memory. It adds structured long-term memory to your AI workflow. One line: npx @satyamshree/project-memory init It logs failed attempts, prunes old context intelligently, and integrates with Cursor, Windsurf, and VS Code. Fix the memory layer. Watch half your friction disappear. Repo: https://github.com/cold20-07/project-memory

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