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.
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.
A fake think tank published 100+ reports built to be repeated by chatbots, behind a $900,000 government contract. The same economics reached your blog. Four checks you can run.
Cheap developers turn into expensive mistakes when nobody senior reads their code. A 20-minute pull request check plus ways to add review without a CTO salary.
Retros for non-technical founders: what a retrospective is, what the one-page summary should say, and why a repeated action item is your best warning sign.
Under US copyright law the code your dev shop writes is not yours by default - a signed clause makes it yours. Five clauses to check, plus one command to run first.
You asked for a simple admin panel and got an over-engineered MVP. The feature-noun check to run on your own spec, and the 90-minute rewrite that stops it.
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