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Armeen Shahid's avatar

This hits the nail on the head 👏 scraping today isn’t about choosing AI vs. traditional methods, it’s about finding the right balance. Hybrid models really are the future, giving us both scalability and resilience against modern bot defenses.

Explore my articles on bot detection.

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