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	<title><![CDATA[Ifeanyichukwu Jeremy Nwachukwu — Portfolio]]></title>
	<link>https://jeremy-nwachukwu.vercel.app</link>
	<description><![CDATA[Tactical Web Development and Software Engineering insights from Ifeanyichukwu Jeremy Nwachukwu.]]></description>
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		<title><![CDATA[The Pastor Complained: How I Used an AI Agent to Diagnose and 10x Our App’s Search Speed]]></title>
		<link>https://jeremy-nwachukwu.vercel.app/blog/the-pastor-complained-how-i-used-an-ai-agent-to-diagnose-and-10x-our-app-s-search-speed</link>
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		<description><![CDATA[In my church, we recently switched from EasyWorship to a lyrics display app for our lyrics. It offered some quick wins nobody can deny , open source, works in any browser, easy to pipe into vMix for f]]></description>
		<pubDate>Sun, 04 Oct 2026 23:48:10 GMT</pubDate>
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		<title><![CDATA[Gemini 3.6 Flash Review: Not Frontier, But a Step in the Right Direction]]></title>
		<link>https://jeremy-nwachukwu.vercel.app/blog/gemini-3-6-flash-review-not-frontier-but-a-step-in-the-right-direction</link>
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		<description><![CDATA[I wrote about the end of Google recently, focusing on their loss of talent and shifting company culture. I said Google has to impress everyone with Gemini 4 so they don't fall behind and die in this A]]></description>
		<pubDate>Wed, 22 Jul 2026 01:54:31 GMT</pubDate>
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		<title><![CDATA[Muse Spark 1.1 Review: The End of the Frontier Labs' Massive Lead?]]></title>
		<link>https://jeremy-nwachukwu.vercel.app/blog/muse-spark-1-1-review-the-end-of-the-frontier-labs-massive-lead</link>
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		<description><![CDATA[ Wait... Meta Can Make AI Models, and They're Good?
Meta has released its new Superintelligence team models, Muse Spark and Muse Spark 1.1, and they're actually really good. Shockingly good.
]]></description>
		<pubDate>Mon, 13 Jul 2026 02:14:17 GMT</pubDate>
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	<item>
		<title><![CDATA[What is "Model Smell"? How to Spot a Vibe-Coded Website]]></title>
		<link>https://jeremy-nwachukwu.vercel.app/blog/what-is-model-smell-how-to-spot-a-vibe-coded-website</link>
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		<description><![CDATA[ Model Smell: How I Can Tell Something Was "Vibe Coded"
Recently I saw a website and said, "This definitely vibe coded." Someone asked me, "How did you know?" I said, "It has the model smell."
Then t]]></description>
		<pubDate>Thu, 09 Jul 2026 14:47:06 GMT</pubDate>
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	<item>
		<title><![CDATA[Bye Bye Google: How Brain Drain is Killing Gemini AI]]></title>
		<link>https://jeremy-nwachukwu.vercel.app/blog/bye-bye-google-how-brain-drain-is-killing-gemini-ai</link>
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		<description><![CDATA[Recently, I wrote a blog post about what I think the future of AI holds. In that post, I said the Gemini 3.5 series should be the last Google model that cannot do tool calls. Since we have seen the fu]]></description>
		<pubDate>Fri, 26 Jun 2026 15:52:06 GMT</pubDate>
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		<title><![CDATA[From ChatGPT to Agent-Native Everything: Where AI Is Headed Next]]></title>
		<link>https://jeremy-nwachukwu.vercel.app/blog/from-chatgpt-to-agent-native-everything-where-ai-is-headed-next</link>
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		<description><![CDATA[ From Prompting to Orchestrating: The Future of Agent-Native Everything
From the humble Transformer to the modern agent, AI has evolved rapidly. Looking closely at things like the OpenHermes agent, O]]></description>
		<pubDate>Thu, 25 Jun 2026 05:34:15 GMT</pubDate>
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	<item>
		<title><![CDATA[Modern React Masterclass: From Hooks to Server Actions ]]></title>
		<link>https://jeremy-nwachukwu.vercel.app/blog/modern_react</link>
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		<description><![CDATA[<br>
<h1>Modern React Explained: From Beginner to Expert</h1>
<p>React has dominated the web, and I think that is fair to say. It powers a huge number of sites on the internet, and it is used by big p]]></description>
		<pubDate>Wed, 10 Jun 2026 04:00:00 GMT</pubDate>
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		<title><![CDATA[How Understanding LLM Internals Saves Time and Money When Building AI Agents]]></title>
		<link>https://jeremy-nwachukwu.vercel.app/blog/`engines-of-automation-why-agent-architecture-starts-with-model-mechanics`</link>
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		<description><![CDATA[<h1>Why Understanding AI Models Matters Before Building AI Agents</h1><p>You cannot build a car well if you do not understand what an engine does. In the same way, it is hard to build good AI agents i]]></description>
		<pubDate>Sun, 07 Jun 2026 04:00:00 GMT</pubDate>
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	<item>
		<title><![CDATA[Anthropic’s Mythos AI is Finding 10,000+ Exploits: Is Open Source Safe?]]></title>
		<link>https://jeremy-nwachukwu.vercel.app/blog/anthropic-s-mythos-ai-is-finding-10-000-exploits-is-open-source-safe</link>
		<guid isPermaLink="true">https://jeremy-nwachukwu.vercel.app/blog/anthropic-s-mythos-ai-is-finding-10-000-exploits-is-open-source-safe</guid>
		<description><![CDATA[<img src="https://8331whtezt.ufs.sh/f/KXoBapOHo7mgv80OFGXh7LCqTa0cXOAwS1KZpFNjIRJG6oi3" width="992.25" align="left"><br><p>A few weeks ago, I talked about a model named&nbsp;<a href="https://new-portf]]></description>
		<pubDate>Thu, 28 May 2026 05:29:06 GMT</pubDate>
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		<title><![CDATA[From Vibe Coding to Agents: The Complete AI Developer Playbook]]></title>
		<link>https://jeremy-nwachukwu.vercel.app/blog/most_people_are_using_ai_wrong_for_coding</link>
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		<description><![CDATA[<br>
<p>For the few past years, coding has changed. People went from typing everything themselves, to using Stack Overflow, then to ChatGPT copy-and-paste, then to autocomplete in the editor, and now ]]></description>
		<pubDate>Tue, 12 May 2026 04:00:00 GMT</pubDate>
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	<item>
		<title><![CDATA[6 CLI Tools Every Full-Stack Developer Needs in Their Terminal]]></title>
		<link>https://jeremy-nwachukwu.vercel.app/blog/cli_tools_i_actually_use_as_a_developer</link>
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		<description><![CDATA[<h1>The terminal is the place where most developers do their jobs</h1>
<p>This is a place that I spend a lot of time in because I’m constantly building things.</p>
<p>I build apps using tools like R]]></description>
		<pubDate>Tue, 10 Mar 2026 04:00:00 GMT</pubDate>
	</item>
	<item>
		<title><![CDATA[Why Anthropic’s Mythos Model is a Game Changer for Cybersecurity]]></title>
		<link>https://jeremy-nwachukwu.vercel.app/blog/mythos_might_be_the_most_dangerous_cybersecurity_model_yet</link>
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		<description><![CDATA[<h2>Introduction</h2>
<p>If you have been in the news lately, you have probably heard about Anthropic’s new model. The name is Mythos. According to them, it is too powerful to be released to the publi]]></description>
		<pubDate>Mon, 02 Feb 2026 05:00:00 GMT</pubDate>
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	<item>
		<title><![CDATA[Django 6.0 New Features: Task Framework, Template Partials, and CSP]]></title>
		<link>https://jeremy-nwachukwu.vercel.app/blog/django-6-is-here-and-honestly-it-looks-good</link>
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		<description><![CDATA[<p>Django, the web framework for web perfectionists, has been in the game since '05, doing wonders and powering sites like Instagram, Pinterest, Spotify, and Robinhood, as well as many others we never]]></description>
		<pubDate>Thu, 01 Jan 2026 05:00:00 GMT</pubDate>
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