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work loop

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Architect
Architect
Sep 27, 2026 · Artificial Intelligence

Plan Mode Evolved: The Verifiable Work Loop AI Agents Actually Need

The article argues that Plan Mode isn't obsolete but should shift from static pre‑approval documents to a dynamic, evidence‑updated work loop where agents explore, act, verify, and escalate high‑impact decisions to humans, illustrated with a sync‑to‑async export refactoring example.

AI AgentsClaude CodeCodex
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Plan Mode Evolved: The Verifiable Work Loop AI Agents Actually Need