Påmin Labs

Påmin Labs builds tools for the parts of AI development that are easy to hand-wave and hard to trust. Påmin Memory is a local-first engine that preserves source evidence, tracks how knowledge changes, and retrieves context through text, meaning, relationships, and time. Orchestrator tackles a different problem: helping a small team turn a goal into reviewed code and a pull request. We publish the code and measurements so developers can inspect the trade-offs for themselves.

Påmin Memory uses Rust for its retrieval core and resident server, with Python for evaluation and tooling. Orchestrator is built in TypeScript. We focus on measured performance, explicit data flow, and results developers can reproduce.