As AI agents become integral to production environments, security teams face new complexities. The 2026 OWASP Top 10 for Agentic Applications addresses the operational risks posed by these autonomous systems, shifting the focus from mere output safety to the behavior of AI agents. Unlike previous AI models, agentic AI interacts dynamically across multiple steps, invoking tools and making proactive decisions, which fundamentally transforms security concerns.
This guide emphasizes that AI security cannot rely on isolated controls but must be an ongoing lifecycle approach, beginning with clear agent expectations and extending through design and into real-time operations. Security teams must have visibility into agent behavior, monitoring their interactions to prevent unintended consequences and associated risks.
By treating the OWASP Top 10 as a practical tool, security professionals can enhance threat modeling, facilitate internal alignment, and advocate for necessary governance models. This framework is essential for managing the risks introduced by advancing AI technologies effectively.
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