Run 1cold memory
Run 2warm memory
Every claim an ADK/A2A agent emits is judged by a 3-lens adversarial Gemini panel against kaia memory as ground truth. What survives is written back, verified. Same fleet, same claims, one run later β nothing changed but memory.