agentic pentesting layer7.stub

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id: agentic-pentesting-layer7 title: "Agentic AI Pentesting for Layer 7: The Executive Summary" author: Nicolas Cravino date: 2026-02-03 source_file: "agentic-ai-pentesting-layer-7-executive-summary-nicolas-cravino-qqj5e.md" ingested: 2026-04-11 category: ai-security stacks: [pentest, agentic] tags: [langgraph, pentesting, security, zero-trust]

Summary

AI agents excel at testing stateful workflows and business logic flaws. Defenders must build controlled offensive capabilities with scope boundaries, action gates, and human oversight.

Entities and topics

• ai-security
• Tags: [langgraph, pentesting, security, zero-trust]