blueswen/fastapi-observability resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1116 stars · 142 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Docker Compose-based reference setup that instruments a FastAPI application with the three pillars of observability: traces via Tempo and OpenTelemetry, metrics via Prometheus, and logs via Loki, all visualized in Grafana. It ships preconfigured dashboards with correlated metrics-to-traces-to-logs navigation.

Use cases

• add observability to a fastapi app
• set up prometheus metrics for fastapi
• collect traces with opentelemetry and tempo
• ship application logs to loki
• correlate metrics traces and logs in grafana
• example grafana dashboards for python web services

When to choose

• you run a FastAPI service and want a ready-made Grafana observability stack
• you want to learn how traces, metrics, and logs integrate via OpenTelemetry
• you want prebuilt dashboards with metrics-to-traces and logs-to-traces correlation

When to avoid

• your app is not FastAPI or Python-based
• you use a different observability backend like Datadog or New Relic
• you need a production-hardened solution rather than a reference/demo setup

Facets

infra-config · maturity active

monitoring tracing logging monitoring backend web-development developer-tools python self-hosted fastapi grafana prometheus loki tempo opentelemetry docker-compose three-pillars-of-observability devops docker web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="blueswen/fastapi-observability")