Meet EverOS: An Open Source Markdown-First Agent Memory Runtime With Hybrid BM25 + Vector Retrieval and — 2026-06-29

Impact Vector: AI Tools · Jun 29, 2026 · 4m

## Short Segments ## Feature Story EverOS introduces a new paradigm for AI agent memory, offering a Markdown-first approach that could redefine how AI systems retain and evolve information. EverMind has launched EverOS, an open-source memory runtime designed to address a critical limitation in AI agents: the lack of persistent memory. Traditional large language models are stateless, meaning they lose context once a conversation ends. EverOS tackles this by storing memory as plain Markdown files, which serve as a persistent source of truth that agents can read, edit, and search across…