Code Reviews for Quality Assurance

TL;DR

Automating code validation before pull requests speeds up delivery, catches defects earlier, and ensures consistent quality, allowing manual reviews to focus on architecture and business alignment instead of minor issues. Development managers should invest in automated testing, static analysis, and security checks, making pull requests mandatory and using manual reviews strategically. This approach reduces bottlenecks and helps teams deliver high-quality software faster.

27 November 2024
Written by Martin Hinshelwood
3 minute read
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Rethinking Code Reviews: From Manual Checks to Pre-Reviewed Excellence

Hi, I’m Martin Hinshelwood, and today I want to discuss a topic that often sparks debate: code reviews. Traditionally, code reviews are seen as a way to improve quality and reduce defects by having multiple people review the code before it’s merged. While this has value, as we embrace shift-left practices, there’s a new perspective to consider: pre-reviewed code.

What if your code were effectively “reviewed” before it even reached a pull request? Let’s explore this evolving approach and how it can streamline your development process without sacrificing quality.

The Traditional View of Code Reviews

For years, the primary argument for code reviews has been:

  • Improved quality: Multiple eyes on the code can catch errors or highlight better ways to implement a solution.
  • Knowledge sharing: Reviews help team members learn from one another, spreading knowledge about codebases and best practices.

These benefits are real, but traditional code reviews can also introduce bottlenecks, especially if they rely too heavily on manual intervention.

Shifting Left: Pre-Reviewed Code

As we move toward modern engineering practices, there’s a growing emphasis on pre-reviewing code. Here’s what that means:

  • Automated validation: By the time a developer submits a pull request, the code should already pass a suite of automated checks.
  • Streamlined pull requests: With automated checks in place, pull requests become less about catching defects and more about strategic discussions, like architectural decisions or ensuring alignment with business goals.

Why Pre-Reviewed Code Matters

Shifting toward pre-reviewed code delivers several benefits:

1. Faster Delivery

  • Automated checks reduce the back-and-forth of manual reviews.
  • Pull requests move through the pipeline more quickly, enabling faster delivery of value.

2. Early Defect Detection

  • Automated tests and tools catch issues during development, not during the review phase.
  • Problems are addressed immediately, saving time and effort.

3. Consistency and Quality

  • Automated processes ensure consistent validation across all pull requests.
  • Best practices are enforced without relying solely on individual reviewers.

Best Practices for Code Reviews in a Shift-Left World

1. Automate Everything You Can

  • Use tools to catch defects, enforce coding standards, and validate functionality before the pull request is even submitted.
  • Examples of useful tools:
    • SonarQube/SonarCloud: For code quality and vulnerability analysis.
    • GitHub Actions or Azure DevOps Pipelines: For automated build and test processes.

2. Make Pull Requests Mandatory

  • No code should be merged into the mainline branch without going through a pull request process.
  • Ensure that all pull requests pass automated checks before being eligible for review.

3. Focus Manual Reviews on Strategy

  • Use code reviews to discuss architecture, business alignment, and other high-level considerations.
  • Minimize the focus on defects or style issues, as these should already be handled by automation.

4. Use Validated Checks

  • Require that all pull requests pass:
    • Unit tests
    • Integration tests
    • Static code analysis
    • Security checks
  • These checks should run automatically and provide immediate feedback to developers.

How Naked Agility Can Help

At Naked Agility, we’ve helped teams implement automated validation and streamlined code review processes. Here’s how we can support you:

  • Designing automated pipelines: Build automated checks into your CI/CD pipeline to catch defects early.
  • Establishing best practices: Create guidelines for pre-reviewed code and shift-left strategies tailored to your organization.
  • Tool selection and integration: Help you choose and implement the right tools for your development environment.

Our goal is to help you deliver high-quality code faster while reducing manual effort and bottlenecks.

The Future of Code Reviews

As engineering practices evolve, code reviews are becoming less about catching defects and more about fostering collaboration and alignment. By automating validation and shifting left, you can:

  • Accelerate delivery without compromising quality.
  • Empower developers with the tools and processes they need to write great code.
  • Focus manual reviews on what really matters, building better products.

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