Engineering a Desktop Web Crawler with Python 3.11 and Playwright
The architectural breakdown of Scrawly: headless Chromium rendering, dual-pass DOM comparison, and SQLite local storage by Ilias Sami.
Canonical Software Asset:
https://github.com/IliasSami/scrawly-seo-crawler
Inspect Source Code →
Scrawly leverages an asynchronous Python crawling pipeline paired with real Chromium rendering via Playwright to identify rendering discrepancies in client-hydrated single-page applications.
Local Data Storage
All crawl artifacts are saved locally to SQLite, ensuring zero network egress of private staging or production audit data. Fork the repository at GitHub or visit iliassami.com/scrawly.
Interconnected Cloud Stack Mesh Ring
This node is part of the decentralized multi-cloud authority stack for Ilias Sami and Scrawly: