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  <title>NovusEdge</title>
  <link>https://khimani.dev</link>
  <description>Security, systems, and writeups.</description>
  <item>
    <title>Fine-tuning OpenJev on 62,695 A/B Tests</title>
    <link>https://khimani.dev/blog/fine-tuning-openjev-on-62695-ab-tests/</link>
    <guid>https://khimani.dev/blog/fine-tuning-openjev-on-62695-ab-tests</guid>
    <pubDate>Wed, 23 Sep 2026 00:00:00 GMT</pubDate>
    <description>Training a headline ranker on Upworthy's A/B tests, fixing the evaluation, and checking how it compares with Gemini and transfers to Reddit.</description>
  </item>
  <item>
    <title>Google's €13 Billion in Finland</title>
    <link>https://khimani.dev/blog/googles-13-billion-in-finland/</link>
    <guid>https://khimani.dev/blog/googles-13-billion-in-finland</guid>
    <pubDate>Sat, 12 Sep 2026 00:00:00 GMT</pubDate>
    <description>A room of investors spent a morning working out where to put money in energy. They covered generation and regulation. Storage came up about twice, and the grid operator has had a moratorium on connecting it since last year.</description>
  </item>
  <item>
    <title>What Did We All Miss?</title>
    <link>https://khimani.dev/blog/what-did-we-all-miss/</link>
    <guid>https://khimani.dev/blog/what-did-we-all-miss</guid>
    <pubDate>Sat, 12 Sep 2026 00:00:00 GMT</pubDate>
    <description>Thye done did it boys, it's jover y'all ToT</description>
  </item>
  <item>
    <title>Let's Talk About Plan A</title>
    <link>https://khimani.dev/blog/plan-a-ai/</link>
    <guid>https://khimani.dev/blog/plan-a-ai</guid>
    <pubDate>Fri, 11 Sep 2026 00:00:00 GMT</pubDate>
    <description>The AI Futures Project wants the US and China to pause superintelligence until 2040. It is a good plan. Sixty days after they published it, ten thousand agents solved Navier-Stokes.</description>
  </item>
  <item>
    <title>On RSI, Emergence, and the Pope</title>
    <link>https://khimani.dev/blog/rsi-emergence-and-the-pope/</link>
    <guid>https://khimani.dev/blog/rsi-emergence-and-the-pope</guid>
    <pubDate>Wed, 05 Aug 2026 00:00:00 GMT</pubDate>
    <description>Reading the Pope's AI encyclical alongside recent work on self-improvement, model behaviour, and consciousness.</description>
  </item>
  <item>
    <title>Building vs. Creating</title>
    <link>https://khimani.dev/blog/building-vs-creating/</link>
    <guid>https://khimani.dev/blog/building-vs-creating</guid>
    <pubDate>Sun, 19 Jul 2026 00:00:00 GMT</pubDate>
    <description>Just going over a random thought I had recently</description>
  </item>
  <item>
    <title>Shader Journeys: Part 1</title>
    <link>https://khimani.dev/blog/shader-journeys-part-1/</link>
    <guid>https://khimani.dev/blog/shader-journeys-part-1</guid>
    <pubDate>Wed, 15 Jul 2026 00:00:00 GMT</pubDate>
    <description>Starting a new series on learning shaders from scratch. Fragments, vertices, and a lot of confused staring at math.</description>
  </item>
  <item>
    <title>Let's Talk About the EU Chat Control Act</title>
    <link>https://khimani.dev/blog/chat-control-eu/</link>
    <guid>https://khimani.dev/blog/chat-control-eu</guid>
    <pubDate>Tue, 14 Jul 2026 00:00:00 GMT</pubDate>
    <description>Why Chat Control bothers me, what other forms of surveillance have to do with it, and the privacy tools I want people to build.</description>
  </item>
  <item>
    <title>How Do You Know What's True?</title>
    <link>https://khimani.dev/blog/epistemic-collapse/</link>
    <guid>https://khimani.dev/blog/epistemic-collapse</guid>
    <pubDate>Sat, 11 Jul 2026 00:00:00 GMT</pubDate>
    <description>Thoughts on synthetic media, the work of checking claims, and why producing more content can overwhelm the people trying to verify it.</description>
  </item>
  <item>
    <title>Hardware Journeys: Starting From Absolute Zero</title>
    <link>https://khimani.dev/blog/hardware-journeys-starting-from-zero/</link>
    <guid>https://khimani.dev/blog/hardware-journeys-starting-from-zero</guid>
    <pubDate>Tue, 02 Jun 2026 00:00:00 GMT</pubDate>
    <description>Starting a hardware learning log, from loose wires and damaged components to the privacy projects I want to build.</description>
  </item>
  <item>
    <title>On Building Something... Engrammic</title>
    <link>https://khimani.dev/blog/on-building-something-engrammic/</link>
    <guid>https://khimani.dev/blog/on-building-something-engrammic</guid>
    <pubDate>Wed, 06 May 2026 00:00:00 GMT</pubDate>
    <description>Repeated stale claims in an AI pipeline led me to work on agent memory that records evidence, tracks revisions, and handles conflicting observations.</description>
  </item>
  <item>
    <title>I'm back! (Part 2)</title>
    <link>https://khimani.dev/blog/im-back-pt-2/</link>
    <guid>https://khimani.dev/blog/im-back-pt-2</guid>
    <pubDate>Sun, 28 Dec 2025 00:00:00 GMT</pubDate>
    <description>Part two, and the hard one. Summer 2025 took everything, I nearly didn't make it, and I nearly left to fight a war. This is how I fell all the way down and clawed back up, and the people who wouldn't let me stay down.</description>
  </item>
  <item>
    <title>I'm back!</title>
    <link>https://khimani.dev/blog/im-back-pt-1/</link>
    <guid>https://khimani.dev/blog/im-back-pt-1</guid>
    <pubDate>Sun, 07 Dec 2025 00:00:00 GMT</pubDate>
    <description>Two years of silence, explained. Part one of how 2025 went: building a community from 5 people to 250+, learning about entrepreneurship, and one startup that taught me exactly what not to be.</description>
  </item>
  <item>
    <title>THM Blue Writeup</title>
    <link>https://khimani.dev/blog/thm-blue-writeup/</link>
    <guid>https://khimani.dev/blog/thm-blue-writeup</guid>
    <pubDate>Sun, 01 Oct 2023 00:00:00 GMT</pubDate>
    <description>Scanning an exposed SMB service and using the MS17-010 EternalBlue exploit to gain a foothold on TryHackMe's Blue room.</description>
  </item>
  <item>
    <title>What Do I Want?</title>
    <link>https://khimani.dev/blog/what-do-i-want/</link>
    <guid>https://khimani.dev/blog/what-do-i-want</guid>
    <pubDate>Sun, 24 Sep 2023 00:00:00 GMT</pubDate>
    <description>A rambling reflection on losing sight of why hacking and building things used to be fun, and second-guessing a career path chosen out of relevance-anxiety rather than genuine interest.</description>
  </item>
  <item>
    <title>Linux Journeys - Tiling Window Managers and Linux Ricing</title>
    <link>https://khimani.dev/blog/linux-journeys-tiling-window-managers-and-linux-ricing/</link>
    <guid>https://khimani.dev/blog/linux-journeys-tiling-window-managers-and-linux-ricing</guid>
    <pubDate>Thu, 07 Sep 2023 00:00:00 GMT</pubDate>
    <description>A follow-up on the ricing rabbit hole, walking through the i3, Polybar, Rofi, compton, kitty and zsh setup behind a first tiling window manager rice.</description>
  </item>
  <item>
    <title>University!!</title>
    <link>https://khimani.dev/blog/university/</link>
    <guid>https://khimani.dev/blog/university</guid>
    <pubDate>Thu, 07 Sep 2023 00:00:00 GMT</pubDate>
    <description>First impressions of moving abroad to start studies at LUT University's Lahti campus in Finland.</description>
  </item>
  <item>
    <title>Red Writeup</title>
    <link>https://khimani.dev/blog/red-writeup/</link>
    <guid>https://khimani.dev/blog/red-writeup</guid>
    <pubDate>Mon, 17 Jul 2023 00:00:00 GMT</pubDate>
    <description>Exploiting an exposed service to get a foothold and using the CVE-2021-4034 pkexec bug to root TryHackMe's Red room.</description>
  </item>
  <item>
    <title>Chocolate Factory Writeup</title>
    <link>https://khimani.dev/blog/chocolate-factory-writeup/</link>
    <guid>https://khimani.dev/blog/chocolate-factory-writeup</guid>
    <pubDate>Wed, 12 Jul 2023 00:00:00 GMT</pubDate>
    <description>Enumerating FTP and web services with rustscan before working through initial access and privilege escalation on TryHackMe's Chocolate Factory room.</description>
  </item>
  <item>
    <title>Daily Bugle Writeup</title>
    <link>https://khimani.dev/blog/daily-bugle-writeup/</link>
    <guid>https://khimani.dev/blog/daily-bugle-writeup</guid>
    <pubDate>Wed, 12 Jul 2023 00:00:00 GMT</pubDate>
    <description>Fingerprinting and exploiting a Joomla install with Metasploit to gain a foothold and escalate on TryHackMe's Daily Bugle room.</description>
  </item>
  <item>
    <title>ToolsRus Writeup</title>
    <link>https://khimani.dev/blog/toolsrus-writeup/</link>
    <guid>https://khimani.dev/blog/toolsrus-writeup</guid>
    <pubDate>Wed, 12 Jul 2023 00:00:00 GMT</pubDate>
    <description>Uploading a malicious WAR file to a vulnerable Tomcat manager for a reverse shell on TryHackMe's ToolsRus room, then persisting with an SSH key.</description>
  </item>
  <item>
    <title>Linux Journeys - Customizing the bootsplash</title>
    <link>https://khimani.dev/blog/linux-journeys-customizing-the-bootsplash/</link>
    <guid>https://khimani.dev/blog/linux-journeys-customizing-the-bootsplash</guid>
    <pubDate>Fri, 07 Jul 2023 00:00:00 GMT</pubDate>
    <description>A Tensura-inspired rabbit hole into Linux ricing that ends with installing and theming plymouth for a custom boot splash.</description>
  </item>
  <item>
    <title>Game Zone Writeup</title>
    <link>https://khimani.dev/blog/game-zone-writeup/</link>
    <guid>https://khimani.dev/blog/game-zone-writeup</guid>
    <pubDate>Wed, 14 Jun 2023 00:00:00 GMT</pubDate>
    <description>Scanning and exploiting a vulnerable web forum on TryHackMe's Game Zone room to land a shell and escalate privileges.</description>
  </item>
  <item>
    <title>Going Forward</title>
    <link>https://khimani.dev/blog/going-forward/</link>
    <guid>https://khimani.dev/blog/going-forward</guid>
    <pubDate>Tue, 13 Jun 2023 00:00:00 GMT</pubDate>
    <description>Thanking the handful of early readers and laying out an unscheduled, whenever-it-is-ready posting cadence going forward.</description>
  </item>
  <item>
    <title>Alfred Writeup</title>
    <link>https://khimani.dev/blog/thm-writeup-alfred/</link>
    <guid>https://khimani.dev/blog/thm-writeup-alfred</guid>
    <pubDate>Tue, 13 Jun 2023 00:00:00 GMT</pubDate>
    <description>Bruteforcing a Jenkins login with Burp Intruder, then chaining a PowerShell reverse shell into a token impersonation privesc on TryHackMe's Alfred room.</description>
  </item>
  <item>
    <title>hello, world!</title>
    <link>https://khimani.dev/blog/hello-world/</link>
    <guid>https://khimani.dev/blog/hello-world</guid>
    <pubDate>Tue, 23 May 2023 00:00:00 GMT</pubDate>
    <description>A one-image hello post kicking off this blog with a looping animated gif.</description>
  </item>
</channel></rss>