Stack Overflow's blog ran a piece arguing that the popular approach to AI adoption on engineering teams, find the standout people and copy what they do, is not the best or only way to make a team more productive. It also takes aim at the idea of the "100x engineer", the notion that one person can be a hundred times more effective than their peers.
This is an inside-the-industry argument, but it leaks into the quotes you get and the timelines you are promised, so it is worth understanding.
Here is the practical version. Over the last couple of years, a story has taken hold that AI coding tools make development so fast that anything should now be cheap and quick. Some of that is real. Plenty of routine work does move faster than it used to. But the piece above is a reminder that the people closest to this work are still arguing about how much faster, for whom, and under what conditions. When the practitioners have not settled it, be careful with anyone selling you certainty.
What this does not change for you: nothing about your site today. No update to install, no setting to check. Your contact form, your booking system and your hosting are all untouched by an argument about team productivity.
What it might change is how you read a proposal. If someone quotes you a rebuild in a fraction of the normal time and the reason is "we use AI", the fair question is not whether they use AI, it is who reviews the output and who fixes it in six months. Code that arrives fast still has to be understood by whoever maintains it next. That is usually where the cost lands, and it lands on you.
The other useful takeaway is about your own team, if you have one. The instinct to find your one brilliant person and have everyone imitate them rarely works, in development or anywhere else. Systems that let ordinary people do good work tend to beat hero dependence.
What to do: nothing this week. Next time you talk to your developer, ask two things. How do you use AI tools in your work, and who checks what comes out of them. You are listening for a straight answer, not a particular one.
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