Python/Crawlee/Playwright production patterns for browser automation: artifacts, metrics, selector drift, benchmarks, provider handoffs, and runbooks.
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Updated
May 11, 2026 - Python
Python/Crawlee/Playwright production patterns for browser automation: artifacts, metrics, selector drift, benchmarks, provider handoffs, and runbooks.
Watches the extraction contract between a page and its selectors, running seven invariants over each scrape to catch the site changes that break a scraper without ever raising an error.
Scraper health monitoring: success rate, blocks, CAPTCHA, selector drift, per-domain scores
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