What breaks most in browser automation? Page layouts changing overnight
Builders report using browser automation mainly for form filling and scraping pages without APIs, and the most common failure is the page layout changing overnight. The pragmatic fix: keep each automation to one job and one page, screenshot on failure, and switch to an API when fallbacks pile up.