AI-Assisted Workflow Drill
The problem
My internship team wanted proof that using AI well is a different skill than using AI at all — that directing it carefully produces trustworthy output, not just fast output.
What I did
Round one: one lazy sentence, accepted as-is. Round two: real constraints — validation library, accessibility rules, and a requirement to write and run tests before accepting the result.
What came of it
Round one shipped a bug: a confirm-password field that was never actually checked. Round two caught it every time. "I used AI" isn't the skill — knowing what to check before you trust it is.