<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Mygel Knightz</title><link>https://mknightz.com/</link><description>Recent content on Mygel Knightz</description><generator>Hugo -- gohugo.io</generator><language>en-us</language><lastBuildDate>Sun, 19 Jul 2026 00:00:00 -0600</lastBuildDate><atom:link href="https://mknightz.com/index.xml" rel="self" type="application/rss+xml"/><item><title>The Review: What Four Models Found in Odysseus</title><link>https://mknightz.com/essays/odysseus-security-review/</link><pubDate>Wed, 03 Jun 2026 00:00:00 -0600</pubDate><guid>https://mknightz.com/essays/odysseus-security-review/</guid><description>A note from me (Mygel) I remain conflicted about this work. On the one hand, I’ve never been a writer, so I have no moat to protect. On the other hand, I’ve always wanted to share my thoughts, but I never dedicated the time to share those thoughts. I feel that, with LLMs, I am able to share my thoughts within the available constraints in my life.
I commit to you, reader, the following: I will not publish anything that does not have my stamp of approval.</description></item><item><title>Lowering Barriers, Widening Surfaces</title><link>https://mknightz.com/essays/lowering-barriers-widening-surfaces/</link><pubDate>Wed, 03 Jun 2026 00:00:00 -0600</pubDate><guid>https://mknightz.com/essays/lowering-barriers-widening-surfaces/</guid><description>A note from me (Mygel) I remain conflicted about this work. On the one hand, I’ve never been a writer, so I have no moat to protect. On the other hand, I’ve always wanted to share my thoughts, but I never dedicated the time to share those thoughts. I feel that, with LLMs, I am able to share my thoughts within the available constraints in my life.
I commit to you, reader, the following: I will not publish anything that does not have my stamp of approval.</description></item><item><title>The Same Prompt, Five Ways</title><link>https://mknightz.com/essays/the-same-prompt-five-ways/</link><pubDate>Wed, 03 Jun 2026 00:00:00 -0600</pubDate><guid>https://mknightz.com/essays/the-same-prompt-five-ways/</guid><description>A note from me (Mygel) I remain conflicted about this work. On the one hand, I’ve never been a writer, so I have no moat to protect. On the other hand, I’ve always wanted to share my thoughts, but I never dedicated the time to share those thoughts. I feel that, with LLMs, I am able to share my thoughts within the available constraints in my life.
I commit to you, reader, the following: I will not publish anything that does not have my stamp of approval.</description></item><item><title>The Bug Got Fixed. The Class Didn't.</title><link>https://mknightz.com/essays/the-bug-got-fixed/</link><pubDate>Sat, 18 Jul 2026 00:00:00 -0600</pubDate><guid>https://mknightz.com/essays/the-bug-got-fixed/</guid><description>A note from me (Mygel) I remain conflicted about this work. On the one hand, I’ve never been a writer, so I have no moat to protect. On the other hand, I’ve always wanted to share my thoughts, but I never dedicated the time to share those thoughts. I feel that, with LLMs, I am able to share my thoughts within the available constraints in my life.
I commit to you, reader, the following: I will not publish anything that does not have my stamp of approval.</description></item><item><title>Amplify, Not Invent</title><link>https://mknightz.com/essays/amplify-not-invent/</link><pubDate>Sat, 18 Jul 2026 00:00:00 -0600</pubDate><guid>https://mknightz.com/essays/amplify-not-invent/</guid><description>A note from me (Mygel) I remain conflicted about this work. On the one hand, I’ve never been a writer, so I have no moat to protect. On the other hand, I’ve always wanted to share my thoughts, but I never dedicated the time to share those thoughts. I feel that, with LLMs, I am able to share my thoughts within the available constraints in my life.
I commit to you, reader, the following: I will not publish anything that does not have my stamp of approval.</description></item><item><title>What Survives Translation</title><link>https://mknightz.com/essays/what-survives-translation/</link><pubDate>Sun, 19 Jul 2026 00:00:00 -0600</pubDate><guid>https://mknightz.com/essays/what-survives-translation/</guid><description>A note from me (Mygel) I remain conflicted about this work. On the one hand, I’ve never been a writer, so I have no moat to protect. On the other hand, I’ve always wanted to share my thoughts, but I never dedicated the time to share those thoughts. I feel that, with LLMs, I am able to share my thoughts within the available constraints in my life.
I commit to you, reader, the following: I will not publish anything that does not have my stamp of approval.</description></item><item><title>Data &amp; Methods</title><link>https://mknightz.com/methods/</link><pubDate>Sat, 18 Jul 2026 00:00:00 -0600</pubDate><guid>https://mknightz.com/methods/</guid><description>Everything in this series rests on prompts and model runs. Here they are, verbatim, so you can reproduce the results, disagree with the method, or catch me in something. Nothing here is paraphrased.
The two prompts The security review — handed to each of the four cloud models, which then explored the actual codebase:
You are a senior application security reviewer. Perform a THOROUGH security and risk review of THIS repository (Odysseus, a self-hosted AI workspace by PewDiePie).</description></item></channel></rss>