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One post tagged with "rate limiting"

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Adaptive Throttling - Using Live Telemetry to Keep Scrapers Under the Radar

· 13 min read
Oleg Kulyk
Co-Founder @ ScrapingAnt

Adaptive Throttling: Using Live Telemetry to Keep Scrapers Under the Radar

Adaptive throttling – dynamically adjusting the rate and pattern of web requests based on live telemetry – is now a core requirement for any serious web scraping operation. Modern websites deploy sophisticated bot-detection systems that monitor request rates, IP behavior, browser fingerprints, JavaScript execution, and even user-interaction patterns. Static rate limits or naive “sleep” intervals are no longer sufficient.