Filed under Automation

A command can print plausible output and still fail. Your next automation step should require successful completion and a valid artifact. For a Codex report job, capture the process status and validate the saved report…

A useful answer can disappear from your working process if it exists only in the conversation. Save the result where the next step expects to find it. For an automated repository summary, use the documented…

When cron or CI runs Codex, it starts wherever the scheduler started, so relative paths can point at the wrong project. Set the working directory in the command instead of inheriting it. You need: the Codex CLI, a…

An automation should not mistake a progress update for its final report. Choose the output channel your parser actually needs. The documented codex exec flow sends progress to stderr and the final agent message to…