Stop building agents like prompts. Build them like state machines.
Durable execution (Temporal, Restate, Inngest), idempotency keys for tool calls, and human-in-the-loop as an interrupt primitive.
Apr 19, 202611 min read147

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Durable execution (Temporal, Restate, Inngest), idempotency keys for tool calls, and human-in-the-loop as an interrupt primitive.

Static compliance frameworks were built for fixed pipelines. Agentic AI has runtime-determined risk profiles, non-deterministic tool chains, and emergent blast radii. Here is the six-layer architecture, full implementation code, and CI/CD gate that closes the gap before the August 2026 enforcement deadline.
