mvyshnyvetska

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  1. LLMs forget. The standard fix is RAG — retrieve chunks, stuff them in. It works until it doesn't: irrelevant chunks waste tokens, summaries lose structure, and nothing actually models how memory works. Breathe-memory…

  2. Hi HN — I built semantic-diff for myself, and it turned out surprisingly useful. Regular git diff shows what changed. semantic-diff tries to answer: – why was this change made? – what could break? – what should the…

  3. Anthropic's recent piece on effective harnesses for long-running agents hit close to home. We've been wrestling with the same problems — agents that try to one-shot everything, declare victory prematurely, and leave…