Do Not Rush an AI Agent Pilot: Choose a Reversible Workflow
Do not hand the first AI-agent pilot to the messiest workflow. Industry signals point to the same rule: start where operation logs and rollback are possible.
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Do not hand the first AI-agent pilot to the messiest workflow. Industry signals point to the same rule: start where operation logs and rollback are possible.

OpenAI’s Codex tax-agent case, Anthropic’s user research and IBM’s agent framing all point to one operating decision: start with a workflow where sources, review and repair can be seen.