Observability Fundamentals

📊 Progress Tracking

TABLE WITHOUT ID
  "📈 Progress" as " ",
  length(filter(file.tasks, (t) => t.completed)) + "/" + length(file.tasks) + " tasks" as "Completed",
  round(length(filter(file.tasks, (t) => t.completed)) / length(file.tasks) * 100) + "%" as "Progress"
WHERE file.path = this.file.path

📋 Module Overview

Understand observability concepts and OpenTelemetry architecture

🎯 Learning Objectives

  • Master observability basics
  • Master opentelemetry overview
  • Master core concepts
  • Master environment setup

📚 Tasks & Exercises

1. Observability Basics

  • Task 1.1: Three pillars: metrics, logs, and traces
  • Task 2.2: Monitoring vs observability concepts
  • Task 3.3: Distributed systems challenges
  • Task 4.4: Correlation and context propagation
  • Task 5.5: Observability maturity model

Practice: Complete practical exercises for observability basics

2. OpenTelemetry Overview

  • Task 1.1: OpenTelemetry project history and goals
  • Task 2.2: CNCF graduation and ecosystem
  • Task 3.3: OTel vs proprietary solutions
  • Task 4.4: Language support and SDKs
  • Task 5.5: Collector architecture and deployment

Practice: Complete practical exercises for opentelemetry overview

3. Core Concepts

  • Task 1.1: Spans, traces, and trace context
  • Task 2.2: Metrics types: counters, gauges, histograms
  • Task 3.3: Log correlation with traces
  • Task 4.4: Resource and instrumentation attributes
  • Task 5.5: Sampling strategies and decisions

Practice: Complete practical exercises for core concepts

4. Environment Setup

  • Task 1.1: Install OTel Collector
  • Task 2.2: Configure basic pipeline
  • Task 3.3: Set up Jaeger for tracing
  • Task 4.4: Configure Prometheus for metrics
  • Task 5.5: Test end-to-end data flow

Practice: Complete practical exercises for environment setup

📖 Resources

Required Reading

Optional Materials

  • Explore additional resources as needed
  • Practice with real-world examples
  • Join community discussions

✅ Completion Criteria

Mark this module complete when you can:

  • Successfully complete all observability basics tasks

  • Successfully complete all opentelemetry overview tasks

  • Successfully complete all core concepts tasks

  • Successfully complete all environment setup tasks

  • Apply concepts in practical scenarios

  • Explain key concepts to others

📝 Notes Section

Use this space for your personal notes and insights while learning


Next: 02 - Distributed Tracing Implementation