An agent dashboard has one awkward constraint: the absence of a failure event does not mean the scheduled loop ran. TL;DR: use metrics for latency, cost, completions, failures, and backlog trends, then pair them with a separate heartbeat monitor for missed cron runs. Keep error details beside t...
Source: [Dev.to](https://dev.to/jaxmonroe3187/silent-cron-runs-a-backend-metrics-dashboard-beyond-api-failures-1bgf)