Monitors DOM structure changes on target websites to protect web scraping pipelines from breaking silently. Using no AI, no ML, no black boxes. Pure algorithmic approach.

Visual UI regression agent for React: renders components with Playwright and uses Llama 4 Maverick (multimodal) to find visual defects and propose a unified-diff fix.