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How AI tools are changing the way engineers work, and what that means for hiring.
Your best engineers ship 3x faster than two years ago because they use AI tools daily. But your hiring process still measures raw coding speed. That disconnect will cost you.
AI tools dropped the cost of building so far that companies who never wrote code now ship their own products. The hard part isn't building anymore. It's knowing whether the people building it are any good.
Big companies aren't slow because they're scared of AI. They're slow because a bad change touches millions of users, a regulator, or a system that's been running for fifteen years. Here's what careful AI development actually looks like.
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