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AI code review

AI broke code review. What about knowledge sharing?

September 25, 2026 by Ankit Jain

As AI-generated code breaks traditional code review, intent-driven verification saves team knowledge sharing and prevents cognitive debt.

Categories Code Review & Best Practices Tags AI code review, AI code review at scale, AI coding, AI knowledge sharing, code reviews

Code review is a taste problem

September 10, 2026August 31, 2026 by Ankit Jain

Code review isn’t just about catching bugs—it’s about taste and judgment. Discover how AI is reshaping software engineering decisions.

Categories AI Tags AI code review, AI coding, code reviews, David Poll, GitHub

Code Reviews at Scale: Best Practices for Teams Using AI Coding

August 21, 2026August 21, 2026 by Antonija Bilic Arar

Best practices for code review workflows when your team uses AI coding assistants. Learn how to shift from line-by-line review to intent verification and scale reviews without sacrificing quality or compliance.

Categories Code Review & Best Practices Tags AI code review, AI code review at scale, code reviews, Code Reviews at Scale

Move code review before the code

August 21, 2026August 3, 2026 by Ankit Jain

Code review got stuck at the merge. AI is the forcing function to move it upstream.

Categories AI, Code Review & Best Practices Tags ai, AI code review, artificial intelligence, code reviews, verify AI code 1 Comment

How to kill the code review

July 22, 2026 by Ankit Jain

AI is breaking traditional code review. Learn how to replace diff checks with verified intent and automated invariant engineering.

Categories Code Review & Best Practices Tags AI code review, AI coding, code reviews, verify AI code Leave a comment

I said code review was dead. Here’s what I got wrong – and right

June 7, 2026March 24, 2026 by Ankit Jain
code-review-dead

The response to my original piece about killing the code review was loud. This is my attempt to address the comments.

Categories AI, Code Review & Best Practices Tags AI code review, AI coding, code reviews, verify AI code

Recent Posts

  • A Checklist for Making AI-Generated Code Audit-Ready
  • AI broke code review. What about knowledge sharing?
  • Code review is a taste problem
  • How to Review AI-Generated Pull Requests at Scale (Best Practices for 2026)
  • Code Reviews at Scale: Best Practices for Teams Using AI Coding

Recent Comments

  1. AI broke code review. What about knowledge sharing? - Aviator Blog on Move code review before the code
  2. Code review is a taste problem - Aviator Blog on How long before we stop reading the code?
  3. Code Reviews at Scale: Best Practices for Teams Using AI Coding Assistants - Aviator Blog on How an Anti-Slop Registry Stops AI-Generated Code from Violating Your Engineering Standards
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