For over four decades, crontab has been the undisputed standard for recurring execution in Unix environments. It is light, simple, and entirely predictable. But as modern systems increasingly ingest unstructured data, engineering teams are discovering the ceiling of purely deterministic scheduling. Enter scheduled AI agent tasks, a paradigm shift from