Liveness vs. Health: Why Your Cron Job Monitor Is Lying

A common monitoring pattern—heartbeat pings on scheduled jobs—can mask silent failures. The article argues that liveness (job ran) and health (job succeeded) must be tracked separately. Without a health marker, a job can run forever while doing nothing useful, and the dashboard stays green.