How do you prove AI coding tools work across skill levels,
not just for engineers already fluent in prompts and code?
No tutorials. No guardrails. The system exposed real model behavior under pressure,
Showing how Copilot handles ambiguity, iteration, and failure in a way developers could directly test.
600+
submissions recorded across three-day activation window
78%
completion rate across mixed developer experience levels
Live telemetry
captured prompt iteration and output accuracy
Tell us about the bet you're making, and we'll show you how to make it real.