<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>AI on After the Code</title><link>https://windshock.github.io/en/categories/ai/</link><description>Recent content in AI on After the Code</description><generator>Hugo -- 0.145.0</generator><language>en-US</language><lastBuildDate>Thu, 02 Apr 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://windshock.github.io/en/categories/ai/index.xml" rel="self" type="application/rss+xml"/><item><title>Structure Builders Will Outlast Vulnerability Finders</title><link>https://windshock.github.io/en/post/2026-04-02-security-from-sense-to-structure/</link><pubDate>Thu, 02 Apr 2026 00:00:00 +0000</pubDate><guid>https://windshock.github.io/en/post/2026-04-02-security-from-sense-to-structure/</guid><description>18 years of vulnerability hunting distilled into one insight: the shift from individual instinct to scalable structure — and what AI means for those left standing.</description></item></channel></rss>