Google's own receipts: → Agentic code submissions up 35%+ in Antigravity
→ Code rollbacks down nearly a third
→ Chrome refactor of a ~6M-line legacy folder: months of work in weeks
→ ADK overnight run: session prep 40% faster, cold imports 21% faster

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