SMRTR ProgrammingJun 30, 2026Google Developers

Driving the Agent Quality Flywheel from Your Coding Agent

SMRTR summary

Google's Agent Quality Flywheel is a coding-agent-driven skill that turns prompt tweaking into disciplined, measurable evaluation cycles. It runs a five-stage loop — prepare data, run inference, grade with AutoRaters, analyze failures, and optimize — while keeping the evaluator and optimizer fully decoupled. Real examples show it catching subtle bugs where agents behave correctly internally but send wrong answers to users.

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