← All bot detection signals

2. Evasion, Debugger, & Anti-Stealth Traps

Console Debug Evaluator

Detection approach

Chrome DevTools Protocol (CDP) leak detected. An object logged to console.debug was instantly inspected by a background debugger, causing multiple getter executions. This is a standard signature of Puppeteer/Selenium execution.

How this helps detect bots

This signal is assessed with other independent session, browser, and network evidence. A single anomaly is a lead, not a verdict; corroborating anomalies make automated traffic more likely.

Legitimate traffic to consider

Web developers browsing with the developer console open on the "Console" tab.

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