FiloVenturini

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  1. I build multi-agent systems and after a while the memory problem started to feel like the thing nobody had really solved properly. The obvious approach is a shared vector store with metadata filtering to separate what…

  2. I built CtxVault while working on multi-agent systems and persistent memory patterns. Most agent architectures treat memory as a retrieval problem. Multiple agents share a vector store and rely on metadata filtering,…