FastAPI + Grafana Monitoring Demo | Metrics, Logs & Traces with Docker
In this video, I demonstrate a complete 3–5 minute monitoring setup using FastAPI, Docker, Prometheus, Loki, Tempo, and Grafana.
You will see:
✔️ How to start the service and monitoring stack with Docker
✔️ How to generate traffic for the FastAPI app
✔️ Metrics visualization (RPS, latency percentiles, uptime) in Grafana
✔️ Logs with trace IDs collected by Loki & Promtail
✔️ Distributed tracing in Tempo
✔️ Wrap-up explanation of the full observability pipeline
Tech stack used:
🔹 FastAPI
🔹 Docker + Docker Compose
🔹 Prometheus
🔹 Grafana
🔹 Loki & Promtail
🔹 Tempo (for tracing)
👉 This demo shows how metrics, logs, and traces work together in one observability stack.
#FastAPI #Grafana #Prometheus #Docker #DevOps #Monitoring #Observability
#FastAPI #Grafana #DevOps #Docker #Prometheus #Monitoring #Logs #Traces #Python