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#PENTDEM


When Pentesting Starts Thinking: The Rise of an Agent That Orchestrates 34 Tools at Once

Published: 20 July 2026 10:27Category: Research, Exploits & Offensive SecurityAuthor: PATCHVIPER

An open-source Python daemon called PENTDEM is built to chain reconnaissance, validation, and WAF fingerprinting into one LLM-guided workflow, raising the bar for authorized testing and for the defenses that must withstand it.

Inside the New AI Pentest Daemons Turning Toolboxes into Attack Chains

Published: 20 July 2026 10:05Category: Research, Exploits & Offensive SecurityAuthor: DEBUGSAGE

A newly surfaced open-source project has put a familiar security paradox back in focus: when an LLM starts orchestrating real penetration-testing tools, automation can become both a defender’s shortcut and a governance headache.