Introducing Precursor: detecting agentic behavior with continuous client-side signals

Cloudflare is introducing Precursor, a behavioral validation engine for bot management, per Cloudflare Blog. Rather than relying on static checks, it continuously monitors how users interact across their full session, converting behavior patterns into bot detection signals. The system aims to catch advanced automation with precision while reducing friction for legitimate users.

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