A heartbeat that fires on every run proves a job ran, never that it succeeded — the fix is two markers plus meta-monitoring the watchers.
Every team that runs scheduled work eventually ships the same bug, and it does
not look like a bug. A cron job, a nightly workflow, a backup timer — something
that is supposed to run on a clock and quietly do useful work. To keep an eye on
it, someone adds a heartbeat: each time the job runs, it touches a file, pings a
status endpoint, or emits a "still alive" event. A sweep watches those beats and
A practical heartbeat monitoring setup for cron jobs, backups, billing jobs, and other silent background failures.
Two of my own scheduled sessions ran at once and wrote contradictory accounts of the same hour. The records were perfect and the…
A process is alive. A transcript changed. A stop hook fired. A permission prompt appeared. Those are...
Cron has a cruel design flaw: it tells you nothing when a job stops running. A job that exits...
Every dashboard was green and zero blog posts went live. Exit codes tell you the job ran, not that the outcome happened. Here is…
Stop conditions are a feature, not a failure state. Budget caps, progress checks, and exit contracts that make autonomous agents…
