Three months into running a multi-session AI content pipeline — Claude handling daily article and video generation, Codex reviewing the output — I ran into a coordination problem that took me a while to frame correctly.

The question is simple on the surface: how do two agent sessions, running independently in GitHub Actions, tell each other that...