Stateful

Honcho: continual learning memory for AI agents

Honcho is an AI-native memory platform that gives agents continual, reasoned learning rather than raw retrieval — 60-90% token savings by surfacing only essential context. Background 'Dreaming' keeps understanding current without runtime overhead.