Pinnedmem0@mem0aiApr 16ArticleHow We Built the Token-Efficient Memory AlgorithmNew @mem0ai memory algorithm hits competitive accuracy across LoCoMo, LongMemEval, and BEAM at <7,000 tokens/query (≈3–4x fewer tokens), while most systems run at 25,000+. Fully open source. We...222919348K
mem0@mem0ai12hArticleOpen Memory, Own the Intelligence Open Harness, Open Memory An open harness is basically where you own the loop and can change it. The harness, which is a package of your agent loop, the context, tools, instructions etc, should be...24917.2K
mem0@mem0aiSep 10How you store agent memory determines what your product can reliably do. Unstructured memory is fast to capture. Structured memory is easy for code to query. The best agents use both, on purpose.00:00112412.5K
mem0@mem0aiSep 9ArticleSelf Evolving Harness With MemoryHow do you get your coding agent better at the next Linear ticket / task etc. without training the model? I mean, we leave some note? Add a rule in AGENTS.md? Create a skill for the usecase? Most of...143943438K
mem0@mem0aiAug 27ArticleState of Memory in RL EnvironmentsReinforcement learning is how the labs now train coding agents. The environment is a sandbox with tools, and the reward is something a machine can check without a human in the loop: the tests pass,...107939.9K
