Adapt: an LLM-based memory layer that restructures itself

Unbody.io has released Adapt, an open-source memory layer for LLM agents that reorganizes its own internal structure as it learns, rather than relying on static databases or fixed retrieval hierarchies. This matters because most production AI agents today are stuck with memory systems that cannot improve themselves, and Adapt offers a practical alternative that could reduce engineering overhead and inference costs at scale.

This story matters because it signals a shift in how AI agents are being adopted across the industry. We are tracking this development closely and will report on follow-up impacts as they emerge.

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