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"Generate Then Verify" Moved Your Work. It Didn't Remove It.
81% of engineering teams report spending more time in code review since adopting AI tools. The advice assumes checking is the cheap half. Measurement says that is where the hours went.
· Paul Keen
Your AI Reviewer Approved It. Did It Read Its Own Report?
Our AI code reviewer found a SQL injection, described it accurately, and set the verdict to approve in the same response. Here is what we changed.
Your Dev Shop Says the Code Was Reviewed. By What?
Copilot now takes part in more than one in five code reviews on GitHub. The research says AI reviewers earn their keep - and that the tuning which makes them usable suppressed about a fifth of real vulnerabilities on a standard benchmark.
· Paul Keen
What Senior Devs Catch That AI Misses
A change swapped a made-up number for a confident, wrong explanation of how Propshaft works. Spotting the difference is the thing you are actually hiring for.
· Paul KeenTell us whatyou need built