Codex guardrails diagram showing a central agent surrounded by layers for tests, human review, access controls, and cost and usage monitoring.

Codex after the hype: how an AI coder became a workflow engine

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Codex has moved past “AI autocomplete.” This article shows how teams turn it into a supervised workflow engine, and why tests, access, review and logging decide who actually wins.

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