Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

Short summary

Nautilus-compass v1.1.0 fixes 'consumption drift'—agents recalling information without actually using it in their working context. The update embeds rule context directly in recall hits and adds drift detection to flag unconsumed information. Open source with arxiv papers, benchmarks stable from v1.0.0, and reproducible setup via pip/npm.

• •Solves agent personality drift by embedding context in recalled information
• •New drift detector flags information surfaced but not consumed in live sessions
• •Open source: arxiv papers, HuggingFace demo, pip/npm install, $3.50 eval cost

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