Design-time AI code generation

Intercepting ADK's before-model callback turns 10,000 agents into a game loop

A 10,000-runner race simulation keeps Google's ADK agent wrapper for telemetry while a before-model callback returns deterministic tool calls in place of inference, a sound design that arrives without a single published measurement.