EverOS is a new open-source agent memory runtime that stores memory as Markdown files rather than in a vector database. ...

EverOS is a new open-source agent memory runtime that stores memory as Markdown files rather than in a vector database. It combines BM25 keyword and vector search for retrieval, and automatically distills repeated successful tasks into reusable skills. The goal is agents that improve with use across sessions rather than restarting each time. https://www.marktechpost.com/2026/06/29/meet-everos-an-open-source-markdown-first-agent-memory-runtime-with-hybrid-bm25-vector-retrieval-and-self-evolving-skills/ #AIagent #AI #GenAI #Agents