Honcho
Dialectical user modeling memory for stateful agents.
Open source
A memory library for building stateful agents with dialectical user modeling and peer cards.
Official resources
Selection advice
Evaluate Honcho when agents need to understand user identity evolution over time, not just conversation logs.
Best for
- user identity modeling
- dialectical reasoning
- stateful conversations
Not ideal for
- simple key-value memory
- teams that only need session history
Core concepts
dialectical modelingpeer cardsprofile scopingstateful memory
Minimal implementation shape
Model user identity through dialectical reasoning, capture relationship dynamics with peer cards, and scope profiles to specific contexts.