There is a moment we are going to hit with AI code. It is the moment something breaks and you realize you “I cant explain or understand this”
AI makes it very easy to generate working code fast. It also makes it easy to skip the part where understanding usually forms. So when the model hands you a dense React hook or a deeply nested query and it runs, you take the win and run with it.
Next minute you’re in a strange position. The code is sitting in your repo with your name on it, but it reads like it was written by someone you’ve never met. That gap creates a specific kind of shame, because the unspoken rule is “if you committed it, you own it” even when the reality is you were just trying to ship.
People avoid the file. They build around it. They hope the next regenerate lands cleanly rather than sitting inside code they can’t reason about. They keep hitting “fix this” because that feels safer than admitting they cant walk it line by line
It’s what happens when speed outruns understanding. The real question isn’t whether to use AI the question is are you doing things with AI you cant do yourself given time?
In the hands of a skilled developer AI is a 10x multiplier. It removes friction speeds up execution and lets experience compound faster. It can turn a strong engineer into an incredibly effective one.
In the hands of a junior developer without the foundations to verify, debug, or challenge the output, it can become a hot potato working just well enough to pass forward, but dangerous the moment it lands somewhere critical. It looks like velocity, but often it’s just deferred understanding.
And that is the weird moment we are in. Companies see AI as a way to 10x output and in some ways they are right. But we have also handed less experienced developers the ability to produce at a pace that can resemble senior output, without being able to build the mental models that senior engineers rely on when things go wrong.
The risk isn’t that AI writes bad code.
The risk is that it lets people ship code they cannot truly own or understand.