
April 18, 20266 min read
The annual pentest myth breaks in the glass-door era
When AI agents can attack and defend continuously, companies need living security evidence instead of one annual pentest report.
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4 articles on this topic from the NullSquare blog.

When AI agents can attack and defend continuously, companies need living security evidence instead of one annual pentest report.

AI security testing works best when prompt injection is tested across documents, tools, memory, permissions, and real workflow boundaries.

A practical model for using AI-assisted security testing before release without slowing engineering teams down.

How AI-assisted offensive testing turns one-off assessments into a repeatable operating rhythm for security teams.