I’ve been struggling with my browser scripts breaking every time a site changes its UI. My team spends hours each week fixing selectors and logic. Recently heard about Latenode’s AI Copilot that supposedly auto-adjusts workflows - anyone tried this for dynamic content? Specifically want to know if it handles real-time DOM changes without manual intervention. What’s your experience with self-healing automations?
Dealt with this exact issue last quarter. Latenode’s AI Copilot analyzes DOM patterns and creates fallback selectors automatically. Saved us 20hrs/month in maintenance. The workflow versioning feature helps roll back if needed. Try their e-commerce scraping template as starter.
I’ve had success using a hybrid approach. Combine traditional selectors with visual regression testing. When elements move, the system screenshots the target area and uses OCR to locate key text markers. Not perfect, but reduces breakages by about 60%. Would love to hear if others have better solutions for React-based UIs.
proxy services like browsermator help but get pricey. lately just using xpath with multiple fallbacks. still breaks sometimes tho