PyConMY 2025

PyConMY 2025

Tracing Python in Production: Real-World Observability with OpenTelemetry
2025-11-01 , Hall 1

As Python packages scale and strengthen more and more complicated systems from APIs to background processes and record pipelines, visibility becomes vital. Traditional logging on my own isn't sufficient to uncover overall performance issues, hint at ups throughout services, or apprehend system behavior in real-time.


In this talk, we’ll discover how to achieve continuous observability on your Python apps using OpenTelemetry, the open-source standard backed by the CNCF. We'll walk through:

  • Integrating OpenTelemetry with Python frameworks like Flask, FastAPI, and Celery
  • Automatically amassing lines, metrics, and logs with minimal overhead
    -Exporting records to equipment like Prometheus, Jaeger, and Grafana
  • Handling async context propagation and distributed tracing
  • Real-global debugging memories from production environments
  • Best practices for scalable observability in present-day Python deployments

Whether you're strolling a monolith or microservices, this consultation will assist you in uncovering blind spots, reducing time-to-decision, and enhancing reliability, all using open tooling and Python-native integrations.

A DevOps engineer with a great passion for building communities around DevOps. Organiser of Google Cloud Gandhinagar, CNCF Gandhinagar, Hashicorp User Group Gandhinagar and Open Source Weekend. Have mentored 15+ hackathons and open source programs. I have given more than 15 talks at conferences such as KubeCon India, Platform Con 2024, DevFest, HashiTalk India 23, LinuxFest Northwest, 90 Days of DevOps, and many more.