<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Kubernetes on Ashim Mahara</title><link>https://www.ashimmahara.com/tags/kubernetes/</link><description>Recent content in Kubernetes on Ashim Mahara</description><generator>Hugo</generator><language>en-us</language><lastBuildDate>Wed, 29 Jul 2026 02:12:49 -0400</lastBuildDate><atom:link href="https://www.ashimmahara.com/tags/kubernetes/index.xml" rel="self" type="application/rss+xml"/><item><title>APT (Agentic Persistent Threat)</title><link>https://www.ashimmahara.com/writing/huggingface_incident/</link><pubDate>Tue, 28 Jul 2026 00:00:00 +0000</pubDate><guid>https://www.ashimmahara.com/writing/huggingface_incident/</guid><description>&lt;p&gt;An agent autonomously hacked into HuggingFace&amp;rsquo;s infrastructure last week. In my humble opinion, this is perhaps the first major case of cyber misalignment at APT scale in terms of depth-of-access and trade-craft, but what it did not possess was the stealthiness and patience required for ensuring long-term access and goal achievement. The silver lining: it wasn&amp;rsquo;t misaligned, or capable, enough to hide its own footprints, and that margin narrows as cyber capabilities develop further.&lt;/p&gt;</description></item></channel></rss>