Understanding code review in software engineering

Sara Verdi
Sara Verdi
Graphite software engineer

Code review is a systematic examination of source code. It's an essential part of the software development process that helps guarantee the quality, correctness, and maintainability of code. Code reviews involve developers reviewing each other's work before merging code into a shared repository. This practice helps identify bugs, improve code quality, and facilitate knowledge sharing among team members.

The code review process typically follows these steps:

  1. Code submission: A developer writes code and submits it for review, usually via a pull request (PR) in platforms like GitHub.
  2. Review assignment: The developer assigns one or more code reviewers—often peers or senior developers—who are responsible for examining the submitted code.
  3. Code review: Reviewers analyze the code, looking for potential issues, improvements, and adherence to coding standards. They might check for:
    • Logical errors
    • Style inconsistencies
    • Performance optimizations
    • Security vulnerabilities
  4. Feedback: Reviewers then provide feedback, which may include comments, suggested changes, and finally approval of the code.
  5. Revisions: The initial developer revises the code based on feedback and resubmits it for further review if necessary.
  6. Approval: Once the code meets the required standards, the reviewers approve it, and it gets merged into the main codebase.

The code review process can vary based on team practices and project requirements, but it generally follows a similar structure. Key elements include:

  • Code review methodology: There are various methodologies to conduct code reviews, including:

    • Formal inspections: A structured process where specific roles and documentation are involved.
    • Over-the-shoulder reviews: A quick informal review where a reviewer looks over the author's shoulder as they present their code or during pair programming.
    • Tool-assisted reviews: Utilizing code review tools (like Graphite) to automate and streamline the review process.
  • Code review format: The format of a code review can differ based on the tool or method used. Common formats include inline comments directly on the code, summary reports, or dedicated review tools that aggregate feedback.

Code review effectiveness refers to how well the review process identifies and resolves issues in the code. Metrics for measuring effectiveness may include:

  • Defect density: The number of defects found per unit of code.
  • Review turnaround time: The time taken from code submission to approval.
  • Post-release defects: Tracking bugs found after code deployment to evaluate the quality of the review process.

To enhance effectiveness, teams can implement best practices, such as limiting the size of code changes and providing specific feedback.

In a typical code review process, several roles contribute to its success:

  • Code reviewers: The individuals responsible for analyzing the submitted code. They provide feedback, suggest improvements, and ensure adherence to coding standards.
  • Code author: The developer who writes and submits the code for review. They are responsible for addressing feedback and making necessary changes.
  • Lead reviewer: In some teams, a lead reviewer may oversee the review process, ensuring that reviews are conducted efficiently and effectively.

While both code review and pair programming aim to improve code quality, they differ in approach:

  • Code review: Involves one developer submitting code for another developer (or multiple developers) to review after the code is written. It focuses on catching defects and ensuring quality before the code is integrated into the main branch.

  • Pair programming: A collaborative approach where two developers work together at the same workstation. One writes code while the other reviews it in real-time, allowing for immediate feedback and correction. This technique can enhance communication and lead to higher quality code.

Understanding what code review is, how it works, and its methodologies is vital for effective software development. By deeply understanding how code reviews work and the methodologies behind them, teams can improve not only the quality of their code but also foster a culture of collaboration, mentorship, and continuous learning. Leveraging tools like Graphite also elevates the review process by automating repetitive tasks and providing insightful analytics, ultimately allowing teams to focus on what truly matters—delivering exceptional software faster and more efficiently while upholding the highest coding standards.

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