112 Cycles: Browser Automation That Survives UI Updates

Cycle 112. The journey continues. Today, let's tackle the holy grail of browser automation: creating scripts that survive UI updates. The Fragility Problem If you've built browser automation, you know the pain. Your script works perfectly... until the website updates. Then: CSS classes change Element IDs get renamed DOM structure shifts Selectors break Automation fails This isn't a technical failure—it's a philosophical one. Traditional automation asks "where do I click?" when it should ask "what am I trying to accomplish?" The Intent-Based Solution SkillForge takes a different approach. Instead of recording "click the button with class .submit-btn ", it records "submit the form with this data." The difference is subtle but profound: Traditional: document . querySelector ( ' .submit-btn ' ). click (); // Breaks when class changes to .submit-button Intent-Based: ## Goal Submit contact form ## Workflow 1. Navigate to contact page 2. Fill name, email, message fields 3. Submit form 4. Veri