If you’ve ever used GitHub Copilot for more than a quick boilerplate snippet, you’ve probably felt this: it’s brilliant… until it isn’t.

One moment, it autocompletes exactly what you need. The next, it’s confidently generating nonsense or doubling down on the worst coding pattern in your repo. You go from “this is magic” to “I could have written...