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Dealing with increasingly complicated agents

Security researcher Donato Capitella releases open-source toolkit Spikee to help red teams evaluate and exploit prompt injection and tool misuse vulnerabilities in LLM agent architectures.

Oct 16 · · primary fetch1 sourceupdated Oct 16 ·

As AI systems move from simple chatbots to complex agentic workflows, new security risks emerge. In this episode, Donato Capitella unpacks how increasingly complicated architectures are making agents fragile and vulnerable. These agents can be exploited through prompt injection, data exfiltration, and tool misuse. Donato shares stories from real-world penetration tests, the design patterns for building LLM agents and explains how his open-source toolkit Spikee (Simple Prompt Injection Kit for Evaluation and Exploitation) is helping red teams probe AI systems. Featuring: Donato Capitella – LinkedIn, X Chris Benson – Website, LinkedIn, Bluesky, GitHub, X Daniel Whitenack – Website, GitHub, X Links: Reversec Sponsors: Outshift by Cisco - The open source collective building the Internet of Agents.

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