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

Blog post from Cloudflare

Post Details
Company
Date Published
Author
Marina Elmore and Benedikt Wolters
Word Count
1,403
Company Posts That Month
12
Language
English
Hacker News Points
-
Post removed?
No
Summary

Cloudflare has introduced Precursor, a client-side, session-based verification system designed to enhance bot mitigation by capturing and analyzing user behavior across entire sessions. Unlike traditional methods that focus on isolated checkpoints, Precursor uses dynamically injected JavaScript to continuously collect behavioral signals such as mouse movements and keyboard activity, distinguishing human interactions from automated ones. This system complements the existing Cloudflare Turnstile by extending detection capabilities beyond specific challenges to cover complete user journeys, thereby improving precision in identifying bot activity without increasing friction for legitimate users. Precursor evaluates session-level data and integrates with Cloudflare's bot protection framework, offering a more robust mechanism for detecting fraud and abuse. This new tool is privacy-focused, capturing minimal data necessary for effective detection and ensuring it is not exposed to user accounts or dashboards. Precursor is available for free until its general availability release, allowing users to enhance their existing bot defenses without requiring changes to their applications.

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