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deterministic-first

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Three orchestration patterns as actually running code, not diagrams: supervisor/worker with real conditional routing, human-in-the-loop with genuine interrupt()/resume, and the same deterministic-first escalation algorithm as Sentinel. 19 tests, zero API key required.

  • Updated Sep 2, 2026
  • Python
synapse-cor

AI agent orchestration kernel — Context · Objective · Role routing with deterministic CLI backbone + probabilistic-bounded LLM, paired with the Folder-Agent Doctrine for portable, tool-agnostic automations. Free-tier first cascade. OpenAI-compatible. MIT.

  • Updated May 8, 2026
  • Python

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