Introducing mind — your agent doesn't start from zero anymore

[Da7-Tech]

Your agent does not have to start from zero anymore.

After mind init, agents that follow the exported contract record selected durable project facts, recall related context from rough hints, and carry that context across sessions.

Between sessions, the deterministic Dreamer decays stale salience, prunes weak connections, promotes recurring clusters, and flags possible contradictions. Unused facts can move to the archive by design; this is not a rollback system.

The result is less repeated project explanation without pretending that every conversation is stored or that memory is infallible.

Positioning vs the neighboring tools (Mem0, Letta, Graphiti, HippoRAG 2): see the honest scope comparison in the README.

One stdlib-only Python file, zero dependencies, zero API keys, fully offline, MIT. Numbers are measured: the benchmark, fuzz suite, and 180-day soak run in CI.

https://github.com/Da7-Tech/mind