Friday, October 24, 2025

Is Your PR Review Process Flawed? The Real Fear Behind AI ‘Slop’

The rise of AI in coding has sparked apprehension about code review challenges. However, the narrative that AI will overwhelm reviewers is a misconception. Here’s a clearer picture:

  • Effective PR Processes Matter: Good pull request (PR) reviews should remain a priority. Large PRs dilute quality, so always encourage smaller, atomic submissions.

  • Quality Control is Key: Regular vetting procedures should apply to AI-assisted code. If your reviews lack diligence, the issue lies in the review process.

  • Dependencies and Vulnerabilities: Adding new dependencies is significant. Integrate automated tools like SonarQube and Dependabot to ensure security.

  • Human vs. AI Quality: Just like with traditional coding, implement rigorous scrutiny for AI-generated code.

Embrace AI as an ally, but keep your quality standards high.

🔗 Let’s spark a conversation! What are your thoughts on AI in coding? Share your insights below.

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