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Library/ Deployment & LLMOps/ Module 4 · Project 3: LLMOps and MLOps — Monitor, Evaluate and Improve the Live App/ 4.5 Metrics and alerts

subtopic

Prometheus and Grafana dashboards, alerts

10 min applied10 min research3 curated resources

Expose service metrics from the API (requests, errors, latency histogram, tokens and cost counters, cache hits), scrape them with Prometheus, build a Grafana dashboard, and add alerts (p95 latency above target for 5 minutes, error rate above 2%, daily cost above budget) to email/Slack.

Builds on: 5.8 Observability and reliability

Notes, key code, what to skip and 3 curated resources are inside the platform.Join the waitlist and we'll build you a roadmap that includes this topic only if your goal needs it.

Prometheus and Grafana dashboards, alerts · 1x1labs.ai