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cyclic-graph

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wmcmahan / cycgraph

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TypeScript agent orchestration engine built on a Cyclic State Graph. Compound learning across runs, durable execution, MCP-native tools, production-grade guardrails (per-node budgets, taint tracking, HITL). 12 node types incl. Supervisor, Evolution, Reflection.

nodejs workflow typescript ai mcp orchestration multi-agent openai agents human-in-the-loop agent-framework llm anthropic model-context-protocol compound-learning cyclic-graph supervisor-pattern
  • Updated Jun 29, 2026
  • TypeScript

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