Codex can build scheduled and event-triggered automations, but keeping every job inside a Codex thread can use your subscription allowance.
In this video, I walk through moving a morning brief and a webhook automation into Trigger.dev, then explain when a deterministic workflow is enough and when a Codex SDK agentic loop makes sense. We also test hosted runs, debug configuration, and verify delivery before enabling anything.