Yafeng Deng(@LongTermMemoryE):Every AI product will need memory. Here's EverOS. Next release (internal): LoCoMo 94.74% · AMA 80.89% · BEAM-1M 69.42% · SWE-ContextBench 34.34% Current release: LongMemEval 94.00% Built around two ideas: Self-evolving. Every task becomes experience, experience becomes skills, and skills keep improving with use. Your agent gets better without retraining a model or rewriting a prompt. Universal. One memory layer for any agent, any model, any app. Each agent gets exactly the context its task needs, in open source or in the cloud, on the same API. Full write-up 👇

2026.10.21 02:34

Every AI product will need memory. Here's EverOS. Next release (internal): LoCoMo 94.74% · AMA 80.89% · BEAM-1M 69.42% · SWE-ContextBench 34.34% Current release: LongMemEval 94.00% Built around two ideas: Self-evolving. Every task becomes experience, experience becomes skills, and skills keep improving with use. Your agent gets better without retraining a model or rewriting a prompt. Universal. One memory layer for any agent, any model, any app. Each agent gets exactly the context its task needs, in open source or in the cloud, on the same API. Full write-up 👇