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System Observability: Logging, Metrics & Tracing (ELK + OpenTelemetry) · Lesson

Structured Logging and Log Levels

Adopt structured JSON logging and use log levels effectively so logs become queryable, machine-friendly signals.

From Text to Structure

Plain text log lines are easy to write but hard for machines to query. Structured logging emits each entry as key-value data, usually JSON, that tools can index and filter precisely.

An Unstructured Line

Consider a typical free-text log. Extracting the user or order requires fragile regex parsing.

INFO User 42 placed order 1001 for $59.90

All lessons in this course

  1. Understanding Modern Log Formats
  2. Centralized Logging Concepts
  3. Basic Log Collection and Parsing
  4. Structured Logging and Log Levels
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