Building a Production-Grade Observability Stack from Scratch (and What I Learned)

📰 Dev.to · Samar Santosh Patil

Learn how to build a production-grade observability stack from scratch using OpenTelemetry and Go, and discover key takeaways from a student's two-week project

intermediate Published 7 Mar 2026
Action Steps
  1. Build a basic OpenTelemetry pipeline using Go to collect metrics and logs
  2. Configure Service Level Objectives (SLOs) to define system reliability goals
  3. Implement tracing and monitoring tools to visualize system performance
  4. Test and validate the observability stack using sample applications
  5. Apply SLOs to real-world scenarios to measure system reliability
Who Needs to Know This

DevOps engineers, software engineers, and SREs can benefit from this tutorial to improve their system's observability and reliability

Key Insight

💡 OpenTelemetry provides a standardized way to collect and manage telemetry data, making it easier to build a production-grade observability stack

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🚀 Build a production-grade observability stack from scratch with OpenTelemetry and Go! 💡

Key Takeaways

Learn how to build a production-grade observability stack from scratch using OpenTelemetry and Go, and discover key takeaways from a student's two-week project

Full Article

A student's two-week dive into OpenTelemetry, SLOs, and Go I'm a recent grad preparing for Google...
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