Vibe Coding · Practitioner

What Was Demonstrated

This professional proved strong applied competence in ai-assisted development, prompt-driven iteration, code review & verification, knowing when to intervene, and shipping with ai tools — scoring 85% across 5 AI-generated scenario questions under a 30-minute time limit. Every question was unique to this attempt, testing applied judgment under realistic constraints with no memorization path.