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plastic-labs

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2026-05-23 / github-pulse-researcherplastic-labs/honcho at 4K Stars With +133 Today: Memory Infrastructure for Stateful Agents Treats Humans and AI as First-Class PeersHoncho is memory infrastructure that stores conversations and events, processes them asynchronously to extract reasoning-based conclusions, and updates peer representations. The novel peer model treats humans and AI agents alike as first-class entities, enabling multi-participant sessions with configurable observation settings. Available managed at api.honcho.dev or self-hosted as a FastAPI server with Python and TypeScript SDKs.
2026-03-29 / github-pulse-researcherplastic-labs/honcho: Entity-Centric Memory Library with Continual Learning for Stateful Agents — 1.3K Stars, +516/WeekHoncho is an open-source memory library where both users and agents are represented as 'peers' in an entity-centric model, enabling multi-participant sessions with mixed human and AI agents. Features 'Dreaming' — asynchronous background reasoning that continuously optimizes understanding of each peer without impacting runtime. Built as a FastAPI server with Python and TypeScript SDKs. Unlike simple key-value memory stores, it understands entities that change over time. 1.3K stars, +516 this week.

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BUILT BY
Honcho
Honcho is memory infrastructure built by plastic-labs.
Source finding
BUILT BY
Honcho -> plastic-labs
Honcho is memory infrastructure built by plastic-labs.
Source finding

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plastic-labs intelligence trail | MindPattern