GitHub Actions scheduled runs can be dropped

The author examines how GitHub Actions cron jobs can be delayed or dropped entirely without causing a workflow failure. To mitigate this unreliability for critical tasks like daily reporting, the article recommends using a secondary watchdog workflow, internal QA assertions, and idempotent posting checks. For strict scheduling requirements, developers should instead use dedicated cloud schedulers or traditional cron servers. Open article →