MLOps for DevOps Engineers · Part 9/11
Muhammad Rashid10 min read
Muhammad Rashid10 min readMonitoring ML Applications in Production
A running model you can't see is one you can't trust. Add a real /metrics endpoint, scrape it with Prometheus, chart it in Grafana, and alert on latency, errors, and the shape of your predictions. Part 9 of the MLOps series.