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Flake Rate

1 article about flake rate.

Switching from DOM Selectors to Accessibility Tree Cut Our Flake Rate from 30% to 5%

March 18, 2026·2 min read

DOM selectors break when websites update. The accessibility tree is stable because it represents what elements do, not how they are built. Real numbers from

accessibility-treebrowser-automationflake-ratedomreliabilityai_agents

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