AI has become a normal part of how we write software. It reads code, suggests fixes, and explains things faster than most Stack Overflow answers. But there's something it still can't do on its own: look at your actual data.

That turns out to be a bigger problem than it sounds.

The bug assistant that can actually investigate

You get a Sentry alert. You paste the stack trace into Claude. The error, the params, the line numbers. It reads everything and takes a guess at what went wrong.

The problem is it's just that. A guess. It doesn't know what the user record looked like. It doesn't know what state the associated objects were in. It doesn't know if this is a one-off or whether a whole segment of users ends up here consistently.