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Cloudflare introduces AI-Powered Bot defense engine precursor

Cloudflare blames major outage on internal database permission error -  Nairametrics

Cloudflare, Inc., the leading connectivity cloud company, announced the general availability of Precursor, a next-generation, continuous behavioral validation engine for bot management.

Built directly on Cloudflare’s edge, Precursor runs seamlessly inside web browsers to monitor entire user sessions in order to detect bot automation.

Unlike traditional, static CAPTCHAs, it analyzes ongoing interactions in real time to catch advanced bots, improving detection precision without interrupting legitimate users.

For the first time, automated bot traffic has eclipsed human activity on the Internet, now generating roughly 57% of all web requests.

This milestone emphasizes a seismic evolution from an Internet built for human clicks to a digital landscape now dominated by AI agents. For organizations and everyday consumers, this means that legacy defenses are blind to a new breed of automated threats that drive up infrastructure costs, manipulate inventory, and compromise data.

While a modern bot can easily fake a single action to pass a one-time security check, replicating an entire human journey remains a massive engineering hurdle.

To protect the integrity of the global Internet, organizations must move away from static, point-in-time defenses and embrace continuous behavioral validation—analyzing telemetry across an entire session to unmask automated imposters trying to blend into the crowd.

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