LAB 01Intermediate
AI evaluation
Should This AI Ship?
Evaluate a support agent, uncover hidden failure patterns, and make a production rollout decision.
AI evaluationTechnical judgmentCustomer communication
Open the labFDE PRACTICE LABS
Practice where the decisions have consequences.
Three complete simulations across customer discovery, AI release evaluation, and production incident response.
LAB 02Foundational
Customer discovery
Discovery Under Ambiguity
Turn a vague automation request into a constrained, testable customer deployment brief.
Customer discoveryTechnical judgmentCustomer communication
Open the labLAB 03Advanced
Production incident
The AI Gave Wrong Answers
Contain a production AI incident, diagnose the failure, and communicate clearly under pressure.
Production ownershipSystems thinkingTechnical judgment
Open the labWhy only three?
V1 prioritizes complete scenarios, explainable scoring, and useful artifacts. We will not manufacture the appearance of depth with hundreds of shallow questions.