How Google DeepMind Runs Agents at Scale — KP Sawhney & Ian Ballantyne, Google DeepMind
Google DeepMind engineers Ian Ballantyne and KP Sawhney demonstrate their internal "Antigravity" agent platform, revealing how the organization manages massive-scale deployment through strict quota controls, hybrid model architectures, and collaborative multi-agent workflows while grappling with token consumption costs and evaluation complexity.