A year ago, a lot of artificial intelligence coding looked like a dare. You accepted whole diffs from tools like Cursor, pasted stack traces into a chat, and kept going until the demo worked. It felt like speedrunning software.

Now the same workflow is showing up in real products, with real users, and real consequences. The shift is not that AI...