Reading code by Marit van Dijk

Learn essential strategies and tools for effectively reading and understanding code. Explore techniques like code reading clubs, IDE features, and visualization methods to improve comprehension.

Key takeaways
  • Developers spend ~58% of their time reading and comprehending existing code, yet rarely practice reading code explicitly

  • Code reading becomes challenging due to:

    • Lack of knowledge (programming/domain concepts)
    • Limited processing power (too many variables/steps)
    • Unfamiliar syntax or business logic
    • Missing context or documentation
  • Key strategies for reading code effectively:

    • Start with the big picture before diving into details
    • Use IDE features (debugging, navigation, type info)
    • Read tests to understand intended behavior
    • Create diagrams and visualizations
    • Break complex code into smaller chunks
  • Practical approaches to understanding new codebases:

    • Verify you can build and run the project
    • Review README, dependencies, and project structure
    • Identify main entry points (endpoints, main method)
    • Trace specific use cases or error scenarios
    • Draw dependency graphs and control flows
  • Code Reading Club methodology:

    • Use structured exercises to analyze code samples
    • Focus on first impressions and important lines
    • Annotate and discuss code collaboratively
    • Share different perspectives and insights
    • Practice regularly with diverse code samples
  • Memory aids and tools:

    • IDE debugging and navigation features
    • Dependency graphs and state tables
    • AI assistants for explanations
    • Git history for context
    • Meaningful variable/method names
  • Reading code is distinct from writing code:

    • Not read top-to-bottom
    • Requires different cognitive skills
    • Benefits from explanations and context
    • Improved through deliberate practice
    • Enhanced by collaborative analysis