~10 minutes · 20 questions
Engineering Manager AI Fluency Assessment
20 multiple-choice questions across AI Fundamentals, AI in Engineering Leadership, and Responsible AI Use. One correct answer per question. You’ll get a tier (Foundations / Practitioner / Mastery), a coach narrative, and a credential you can save to your portfolio.
AI Fundamentals
7 questions on how LLMs work, hallucination, context windows, and probabilistic outputs.
AI in Engineering Leadership
7 questions on applying AI to engineering manager work — the patterns, the traps, the workflows.
Responsible AI Use
6 questions on PII, bias, auditability, and what a defensible AI practice looks like.
Pass mark: 85% for Mastery · 60% for Practitioner