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EverOS

2 articles · Page 1 of 1

Oct 25, 2026 · Artificial Intelligence

EverOS: Open-Source Memory Layer for AI Agents Using Markdown, SQLite, and LanceDB

EverOS is an open-source memory plugin for DeepSeek Harness that gives AI agents long-term, cross-session memory using Markdown for readable storage, SQLite for state management, and LanceDB for vector and full-text search, enabling memory evolution and skill extraction.

AI agent memoryDeepSeek HarnessEverOS

0 likes · 6 min read

EverOS: Open-Source Memory Layer for AI Agents Using Markdown, SQLite, and LanceDB

Machine Heart

Apr 14, 2026 · Artificial Intelligence

EverOS Global Beta Unveils Self‑Evolving Memory Layer for AI Agents

EverOS launches a global beta of its next‑generation memory infrastructure that lets autonomous agents automatically extract experience, cluster it semantically, and evolve reusable skills, boosting OpenClaw task success rates by up to 234.8% while addressing context‑window limits, multimodal retrieval, and developer transparency.

AI MemoryEverOSEvoAgentBench

0 likes · 21 min read

EverOS Global Beta Unveils Self‑Evolving Memory Layer for AI Agents