generative reasoning in pentesting8 min read
How Astra Security Combines Generative Reasoning with Expert Validation
Every security vendor’s homepage now says “AI-powered” somewhere above the fold, and most are describing the same scanners they sold in 2022 with a model bolted onto the reporting layer. Buyers have noticed, and the skepticism is earned.
By Keshav MalikAstra Security Blog

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Originally published by Astra Security Blog on Sep 24, 2026.
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