Move code review before the code
Code review got stuck at the merge. AI is the forcing function to move it upstream.
code reviews
AI Code Verification vs AI Code Review: What’s the Difference
AI review gives you comments. AI verification gives you proof. If you’re shipping AI-generated code, here’s why that difference matters.
How to kill the code review
AI is breaking traditional code review. Learn how to replace diff checks with verified intent and automated invariant engineering.
How Verify Checks Code: Semantic Analysis, Runtime Previews, and Why It’s Not Just Another AI Review Tool
AI is great at writing code. Making sure it actually does what you wanted is another story. Here’s how Aviator Verify solves that problem.
How an Anti-Slop Registry Stops AI-Generated Code from Violating Your Engineering Standards
AI writes code fast. But who’s checking the shortcuts? Learn how to catch AI slop before it hits production.
The AI Code Verification Bottleneck: Why Faster Code Generation Means Slower Reviews
AI speeds up code generation, but PR reviews can’t keep up. Teams ship more than ever, yet review queues grow and cycle times slow down. Learn what’s breaking in the process and how shifting verification to specs fixes the bottleneck.
AI Code Review Is Still a Review
AI code reviewed by AI can look correct, tests pass, style is fine and reviews approve, but still miss real requirements. The issue is not ability, it is circular validation. Both systems rely on the same patterns. Without a human-checked spec as the source of truth, correct can still be wrong.
I said code review was dead. Here’s what I got wrong – and right
The response to my original piece about killing the code review was loud. This is my attempt to address the comments.
AI Code Looks Right. That’s the Problem.
Teams that treat AI as a code printer will drown in slop and debt. Those who become the best at specifying what they want and verifying that they got it will get the promised 10x productivity boost.
Boost Your Code Quality with These Code Review Tools in 2026
AI code review tools help improve code quality, speed up development, and enhance teamwork by automating repetitive tasks and spotting security issues. While they are effective, they aren’t perfect and may miss certain bugs or fail to understand complex systems. Combining AI tools with human insight results in the best outcomes for faster, cleaner, and more reliable development.