Ui Automation
5 articles about ui automation.
Adaptive AI Agents: Handling Unexpected UI States Gracefully
Useful AI agents adapt when screens don't look as expected. Learn how adaptive agents handle pop-ups, layout changes, and UI variations without breaking
AI Agents That Adapt to Different UI Layouts for Repetitive Tasks
How AI agents use the accessibility tree to adapt to different UI layouts when automating the same repetitive task across apps and interfaces.
How Accessibility APIs Solve the Which Element Problem in UI Automation
Pixel matching fails at scale. Accessibility APIs provide reliable element identification for native app automation. Here is why the accessibility approach
The Seven Verbs of Desktop AI - What an Agent Actually Does
AI agents don't think in abstractions. They click, scroll, type, read, open, press, and traverse. Understanding these primitive operations reveals what
From 37% to 85% UI Automation Success Rate - What We Learned
Fazm's UI automation started at 40% success. Four specific failure modes were killing reliability. Here is the failure taxonomy and the fixes that doubled the success rate.