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Ryan Orban

Ryan Orban

Subject
3 entries

Context Management

Bookmarks

  1. Letta Context Repositories: git-versioned memory for coding agents

    Letta introduces Context Repositories — git-versioned memory for coding agents that treats context as source code with branches, commits, and diffs. A substantive rethink of how stateful coding agents should manage long-lived context.

  2. 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.

  3. Memoria: structured memory management for AI agents

    Memoria is a memory manager for AI agents that routes information to appropriate memory types (episodic, semantic, procedural) to enable dynamic, context-aware responses. An attempt to implement a structured cognitive architecture for LLM memory.

All bookmarks