Soren Marlowe

Courts and regulators have closed legal loopholes that made web scraping for AI seem risk-free.

Python scraping is a layered stack, not a flat list—pick the right layer for your job.

Async I/O handles HTTP requests; browsers and multiprocessing handle the rest.

Agents need proxy infrastructure designed for multi-step sessions, not stateless requests.

Web scrapers fail at detection layers one by one; this framework addresses them all.

Playwright cuts waiting times and scales parallel sessions more efficiently than Puppeteer.

AI agents need web scrapers built on different foundations than traditional pipelines.