Tenure tech stack
Give AI memory, control what it uses, and trust what it says
The stack
“Atlas Search gave us full-text search with fuzzy matching, prefix guards, and scoring in the same database as the belief store. No separate search infrastructure, no sync lag, no operational overhead. For a local-first tool that ships as a single Docker Compos…” — the maker, Sep 2026 ↗
“Atlas Search gave us full-text search with fuzzy matching, prefix guards, and scoring in the same database as the belief store. No separate search infrastructure, no sync lag, no operational overhead. For a local-first tool that ships as a single Docker Compos…” — the maker, May 2026 ↗
“Structured output reliability. Belief extraction requires the model to write back a precise JSON sidecar on every turn without fail. Smaller or less capable models produce inconsistent structured output at scale; one malformed extraction corrupts the belief st…” — the maker, Sep 2026 ↗
