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		<title>Security on j0n-harr150n.com</title>
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				<title>Teaching AI to Hunt What Humans Miss: Building a Bug Bounty Brain That Thinks in Chains</title>
				<link>https://j0n-harr150n.com/security/teaching-ai-to-hunt-what-humans-miss/</link>
				<pubDate>Sun, 19 Oct 2025 10:34:01 -0400</pubDate>
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				<description>&lt;h1 id=&#34;teaching-ai-to-hunt-what-humans-miss-building-a-bug-bounty-brain-that-thinks-in-chains&#34;&gt;Teaching AI to Hunt What Humans Miss: Building a Bug Bounty Brain That Thinks in Chains&lt;/h1&gt;&#xA;&lt;h2 id=&#34;the-adhd-hunters-dilemma&#34;&gt;The ADHD Hunter&amp;rsquo;s Dilemma&lt;/h2&gt;&#xA;&lt;p&gt;In my &lt;a href=&#34;https://j0n-harr150n.com/posts/ai-limitations-become-superpowers/&#34;&gt;last article&lt;/a&gt;&#xA;, I talked about how AI limitations became superpowers—how Claude&amp;rsquo;s 200k token limit forced me into better testing practices, and how AI bridged the gap between my ADHD brain and rigid corporate tools.&lt;/p&gt;&#xA;&lt;p&gt;But there&amp;rsquo;s another invisible barrier I&amp;rsquo;ve been hitting in bug bounty hunting, and it&amp;rsquo;s one that&amp;rsquo;s cost me actual money.&lt;/p&gt;</description>
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				<title>The Bug Hunter Toolkit: A Glimpse into AI-Accelerated Development</title>
				<link>https://j0n-harr150n.com/security/the-bug-hunter-toolkit/</link>
				<pubDate>Sun, 29 Jun 2025 16:39:25 -0400</pubDate>
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				<description>&lt;h1 id=&#34;my-programming-adventures-with-google-gemini-and-code-assist&#34;&gt;My Programming Adventures with Google Gemini and Code Assist&lt;/h1&gt;&#xA;&lt;p&gt;My initial foray into building a personal bug bounty toolkit started, as many programming adventures do, in the terminal. I envisioned a CLI akin to Metasploit, leveraging Python scripts with &lt;code&gt;mitmproxy&lt;/code&gt; to manage traffic. While functional for basic tasks, it quickly became apparent that a command-line interface, no matter how well-structured with menus, has its inherent limitations. There&amp;rsquo;s only so much you can effectively &lt;em&gt;visualize&lt;/em&gt; and &lt;em&gt;interact with&lt;/em&gt; in a text-only environment before the need for a richer, more intuitive user interface becomes undeniable.&lt;/p&gt;</description>
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