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MLOps Academy · Lesson

Alert on Latency and Error Spikes

Fire alerts before users feel the pain.

Dashboards Do Not Page You

A dashboard only helps when someone is looking. Alerts watch your metrics around the clock and reach out the moment something breaks. 🚨

Alert Before Users Feel It

The goal is to fire before users notice. Catch the slow creep in latency or errors while there is still time to react.

All lessons in this course

  1. Structured Logs for Predictions
  2. Expose Metrics with Prometheus
  3. Build a Grafana Dashboard
  4. Alert on Latency and Error Spikes
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