#personalization

Library

Honcho: memory that remembers people, not just text

Honcho is an open-source memory layer for AI agents from Plastic Labs. It stores conversations as messages, derives conclusions about people and agents in the background, and returns model-ready context on request. It fits agents that must pick up where they left off across days, tools, and interfaces.

Library

Agent memory — what an AI system may carry from past runs

Agent memory is not a bigger prompt. It is a design for what gets stored, how it is retrieved, when it may be used, and who can correct a bad memory. Good memory saves work; bad memory produces confident mistakes with a history.