AI Code Review Governance Across Repositories: Why PR-Level Review Isn't Enough in 2026
Most engineering leaders running AI code reviews can point to a clean PR history and still not answer the one question that actually matters: is the...
28/08/2026
Automation Bias in AI-Generated Code Review: Why Clean Code Still Ships Broken
Look closely at your team's latest pull request. The syntax is pristine. The variable names perfectly match your enterprise style guide. The inline...
09/07/2026
Why Engineering Teams Keep Building In-House AI Code Review Tools, and What It Really Costs
LLMs made internal AI code review tools easy to prototype. They did, however, not make them easy to operate.
24/06/2026
Code Review Is Dead: AI-Generated Code Needs Verification, Not Human Approval
This is part 2 of our The Future of Code Review series. Read part 1, AI Is Breaking Code Review: How Engineering Teams Survive the PR Bottleneck, here.
12/06/2026
AI Is Breaking Code Review: How Engineering Teams Fix the PR Bottleneck
This is part 1 of our The Future of Code Review series. Read part 2, Code Review Is Dead: Why AI-Generated Code Needs Verification, Not Human Approval,
03/03/2026
What’s new in Codacy’s AI Reviewer
Since launching in December, Codacy’s AI Reviewer has been helping engineering teams get more signal and less noise out of their Pull Request reviews....
.svg)
