FastAPI with Observability

github.comtool

Observe FastAPI app with three pillars of observability: Traces (Tempo), Metrics (Prometheus), Logs (Loki) on Grafana through OpenTelemetry and OpenMetrics.

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FastAPI

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2026-10-10

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1. ▲

   FastAPI Opentracing github.com

   Opentracing middleware and database tracing support for FastAPI.

   tool link ↗
   
2. ▲

   Prometheus FastAPI Instrumentator github.com

   A configurable and modular Prometheus Instrumentator for your FastAPI application.

   tool link ↗
   
3. ▲

   FastAPI Contrib github.com

   Opinionated set of utilities: pagination, auth middleware, permissions, custom exception handlers, MongoDB support, and Opentracing middleware.

   tool link ↗
   
4. ▲

   FastAPI github.com

   FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints. With automatic API documentation using Swagger UI and ReDoc, based on OpenAPI and JSON Schema.

   tool topic programming link ↗
   
5. ▲

   OpenTelemetry FastAPI Instrumentation github.com

   Library provides automatic and manual instrumentation of FastAPI web frameworks, instrumenting http requests served by applications utilizing the framework.

   site link ↗
   site
6. ▲

   FastAPI Example github.com

   tool link ↗
   

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