AI Agent Orchestration: A Production Control Loop for Tools, Approvals, and Recovery
A reference architecture for AI agent orchestration with durable state, tool policy, human approval, retries, and execution evidence.
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Copyable approval workflows about durable-execution.
A reference architecture for AI agent orchestration with durable state, tool policy, human approval, retries, and execution evidence.
Connect a LangGraph interrupt to a human reviewer with a stable thread_id, Actionbox approval, and fail-closed Command resume.
What durable execution means for stateful AI agents, how checkpoints survive restarts, and where human approval belongs before side effects.