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The NetworkTechnology

AI Integration

Stateful AI agents built on Letta, with three-layer knowledge and tier-based access.

The AI layer in ƒxyz is built around Fixies -- stateful agents running on the Letta framework (formerly MemGPT). Each agent maintains persistent memory across conversations and has access to a three-layer knowledge system:

  • Letta Archives -- long-term document knowledge (brand, compliance, market data, graph schema)
  • Graphiti temporal graph -- conversation-extracted entities and facts stored in FalkorDB
  • Per-agent memory -- structured blocks (persona, human, context, preferences) that stay in-context

Fixies are scoped to three categories:

CategoryScopeExamples
Network FixiesSystem-wide, shared across all membersFlorin (market), Cypher (graph queries), Sentinel (risk)
Member FixiesPersonal to each memberAuto-created on signup, up to 3 per member
Project FixiesCircle-scopedTied to a specific circle's context

Agent capability scales with member contribution tier: free (Haiku), standard (Sonnet), and premium (Opus). All tiers have access to the same 16 tools -- differentiation is in model quality and memory depth.

Detailed Reference

  • The Fixies -- full architecture, surface routing, tool definitions, and tier system

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