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Level up your agentic AppSec powers

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The first half of 2026 has been a blur for application security. Agentic AI has moved from experiment to expectation, reshaping how software is written, reviewed, attacked, and defended. Across security, engineering, and executive teams, many are still trying to grasp what this shift really means in practice.

As we kick off the second half of the year, one thing is clear: the agentic AppSec evolution isn’t slowing down. However, the path forward is coming into focus. That path isn’t about replacing everything with AI, nor is it about pointing a coding agent at your codebase and hoping for the best. It’s about a pragmatic “yes, and…” mindset, which means layering agentic capabilities as part of a holistic approach.

Agentic analysis adds a powerful new dimension. It can reason over application logic in ways that resemble expert human review, uncovering issues tied to business logic, authorization design, and complex flows...

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