Understanding the challenges of code review

Sara Verdi
Sara Verdi
Graphite software engineer

Despite the array of benefits that code reviews provide, there are several challenges and limitations associated with code review. In this guide, we will explore these challenges and discuss how tools like Graphite can help mitigate some of these issues.

One of the most significant challenges of code review is the time it consumes. Reviewers often have multiple tasks and responsibilities to juggle which might delay their review. Delays like this can lead to bottlenecks in the development process that affect project timelines.

Feedback quality can vary greatly between reviewers, which might lead to confusion and inconsistent standards across the codebase. For example, different reviewers might focus on different aspects of the code, resulting in conflicting comments.

Reviewers may not be familiar with all aspects of the code being reviewed, particularly in large codebases or when the code is written by someone outside their immediate team. This can lead to missed bugs or architectural flaws.

Code reviews can sometimes become personal, especially if feedback is perceived as criticism. This can lead to defensiveness and negatively impact team dynamics.

Without established guidelines or best practices, code reviews can become haphazard. For example, different developers may implement similar functionalities in varying ways. Reviewers will struggle to provide meaningful feedback, as they must navigate through different styles and approaches.

Large pull requests can overwhelm reviewers and make it difficult to evaluate all changes effectively. This often leads to incomplete reviews and increases the likelihood of bugs slipping through.

Reviewers may not have sufficient context regarding the purpose or requirements of the changes being reviewed. This lack of understanding can lead to misguided feedback.

  • Manual processes: Traditional code review methods often rely on manual processes, making them prone to human error and inconsistencies. Manual tracking of comments and changes can also slow down the review process.

  • Feedback fatigue: Frequent reviews can lead to reviewer fatigue, diminishing the quality of feedback provided over time. When reviewers become overwhelmed, they may rush through the review process.

  • Scaling difficulties: As teams grow, scaling the code review process can become challenging. More team members mean more code changes and reviews, which can quickly become unmanageable.

Tools like Graphite can address many of common code review challenges. Here are a few ways Graphite can help:

  • Reduce delays from large pull requests: Traditional workflows lead to oversized PRs that are slow to review. Graphite’s stacked PR workflow breaks down big features into smaller, right-sized PRs, making them faster to review and easier to merge.

  • Avoid merge conflicts: Graphite’s ability to stack PRs in a logical sequence allows teams to avoid common conflicts. You can build on top of open PRs without waiting for them to merge, ensuring continuous progress.

  • Automate repetitive tasks: With features like automations and a merge queue, Graphite removes the manual effort associated with merging pull requests, helping teams stay unblocked and maintain momentum.

  • Unified PR review experience: Graphite’s unified inbox organizes and centralizes all team pull requests, reducing noise and helping teams focus on the most important reviews.

  • GitHub integration: Graphite synchronizes directly with GitHub to make sure that all team members are aligned and working on the latest code without disruption to existing workflows.

  • Increase code quality and consistency: By providing deeper insights into review cycles and automating reviewer assignment, Graphite helps teams maintain a consistent review cadence, ensuring higher code quality across the board.

  • Faster shipping with fewer errors: Organizations that adopt Graphite ship more code with smaller pull requests, leading to faster review cycles and fewer errors.

With Graphite, teams can overcome the inefficiencies and bottlenecks often associated with traditional code review practices.

The challenges of code review are numerous, ranging from time consumption and inconsistent feedback to knowledge gaps and emotional responses. By recognizing these challenges and implementing tools like Graphite, teams can create a more efficient and effective code review process. This not only improves code quality but also enhances collaboration and overall team morale to pave the way for successful software development.

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