Engineering loops are where Codex stops being a scheduler and starts acting like an operational teammate.
I break down the five loops I actually run, the shared structure underneath them, and where I keep the human judgment boundary. You’ll see how I use Codex to review dependencies, releases, docs, meeting prep, and decision drift without pretending the agent should own the whole workflow.
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Rolling out AI coding workflows across a team?
I help engineering teams turn Claude Code and agent workflows into production practice.
