“I kept losing Applied AI roles to engineers who could talk architecture. The Studio forced me to actually design a system — trust boundaries, PII controls, human-in-the-loop gate — not just describe one. Passed my first technical screening because I'd already done it for real.”
You freeze on follow-ups. You discover weak stories in the Zoom—not in practice. Feedback from friends is too nice to be useful.
Mock interviews stress-test your stories against the role, react like a hiring manager, and score you on what to fix.