Python & Playwright Pipeline for Tracking Crisis-Level ReviewsPython & Playwright Pipeline for Tracking Crisis-Level Reviews
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Building a resilient data automation pipeline using Python & Playwright to track crisis-level reviews across local businesses.
The core challenge with scraping modern dynamic web apps is handling aggressive DOM hydration, lazy loading, and rate-limiting.
We solved this by implementing:
• Headless Playwright workers with stealth context
• Smart exponential backoff & proxy rotation
• Automated trigger workflows to capture newly published 1-star & 2-star reviews
Live demo tool here:
What libraries are you currently using for high-scale automation pipelines? Playwright or Selenium?
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Creatives on Contra have earned over $150M and we are just getting started