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        <title><![CDATA[Stories by inprogrammer on Medium]]></title>
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            <title>Stories by inprogrammer on Medium</title>
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            <title><![CDATA[I Replaced Redis With a Python Cache. Here’s What Happened.]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@inprogrammer/i-replaced-redis-with-a-python-cache-heres-what-happened-524833c58373?source=rss-14ac750a872------2"><img src="https://cdn-images-1.medium.com/max/600/1*ZSWEyLTf88PBgdZpY9Bhog.png" width="600"></a></p><p class="medium-feed-snippet">A real benchmark of a Python in memory cache vs Redis, what went wrong in production, and when you actually need Redis.</p><p class="medium-feed-link"><a href="https://medium.com/@inprogrammer/i-replaced-redis-with-a-python-cache-heres-what-happened-524833c58373?source=rss-14ac750a872------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@inprogrammer/i-replaced-redis-with-a-python-cache-heres-what-happened-524833c58373?source=rss-14ac750a872------2</link>
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            <dc:creator><![CDATA[inprogrammer]]></dc:creator>
            <pubDate>Thu, 12 Nov 2026 14:33:46 GMT</pubDate>
            <atom:updated>2026-11-12T14:40:17.096Z</atom:updated>
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            <title><![CDATA[I Gave an AI Agent Control of My Computer. Here’s What Happened.]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/codetodeploy/i-gave-an-ai-agent-control-of-my-computer-heres-what-happened-adb8df188abb?source=rss-14ac750a872------2"><img src="https://cdn-images-1.medium.com/max/1672/1*BMLh1Vn17n6kuI3bWluqaA.png" width="1672"></a></p><p class="medium-feed-snippet">It cleaned my folders, filled my spreadsheets, and taught me the most important lesson about AI in 2026.</p><p class="medium-feed-link"><a href="https://medium.com/codetodeploy/i-gave-an-ai-agent-control-of-my-computer-heres-what-happened-adb8df188abb?source=rss-14ac750a872------2">Continue reading on CodeToDeploy »</a></p></div>]]></description>
            <link>https://medium.com/codetodeploy/i-gave-an-ai-agent-control-of-my-computer-heres-what-happened-adb8df188abb?source=rss-14ac750a872------2</link>
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            <category><![CDATA[artificial-intelligence]]></category>
            <category><![CDATA[technology]]></category>
            <category><![CDATA[python]]></category>
            <category><![CDATA[data-science]]></category>
            <category><![CDATA[ai]]></category>
            <dc:creator><![CDATA[inprogrammer]]></dc:creator>
            <pubDate>Wed, 11 Nov 2026 10:57:58 GMT</pubDate>
            <atom:updated>2026-11-11T10:57:58.954Z</atom:updated>
        </item>
        <item>
            <title><![CDATA[Stop Using Claude Code Without Ponytail (It Beats Karpathy’s Famous 4 Rule CLAUDE.md)]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/data-science-collective/stop-using-claude-code-without-ponytail-it-beats-karpathys-famous-4-rule-claude-md-a55c187036af?source=rss-14ac750a872------2"><img src="https://cdn-images-1.medium.com/max/1672/1*D37Uu26AmpBSG4HxA68uhQ.png" width="1672"></a></p><p class="medium-feed-snippet">Image generated with Ai</p><p class="medium-feed-link"><a href="https://medium.com/data-science-collective/stop-using-claude-code-without-ponytail-it-beats-karpathys-famous-4-rule-claude-md-a55c187036af?source=rss-14ac750a872------2">Continue reading on Data Science Collective »</a></p></div>]]></description>
            <link>https://medium.com/data-science-collective/stop-using-claude-code-without-ponytail-it-beats-karpathys-famous-4-rule-claude-md-a55c187036af?source=rss-14ac750a872------2</link>
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            <category><![CDATA[python]]></category>
            <category><![CDATA[productivity]]></category>
            <category><![CDATA[software-engineering]]></category>
            <category><![CDATA[programming]]></category>
            <category><![CDATA[software-development]]></category>
            <dc:creator><![CDATA[inprogrammer]]></dc:creator>
            <pubDate>Tue, 10 Nov 2026 09:49:35 GMT</pubDate>
            <atom:updated>2026-11-10T09:50:21.502Z</atom:updated>
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        <item>
            <title><![CDATA[Stop Building AI Agents From Scratch. Try These 12 GitHub Repos]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://pub.towardsai.net/stop-building-ai-agents-from-scratch-try-these-12-github-repos-8f6ad76f3599?source=rss-14ac750a872------2"><img src="https://cdn-images-1.medium.com/max/1672/1*gvOwgwuXEFQ2hlGtcbzPVw.png" width="1672"></a></p><p class="medium-feed-snippet">I went through the READMEs, release notes and permission scopes of this month&#x2019;s trending agent tools. Most are worth it. A few can quietly&#x2026;</p><p class="medium-feed-link"><a href="https://pub.towardsai.net/stop-building-ai-agents-from-scratch-try-these-12-github-repos-8f6ad76f3599?source=rss-14ac750a872------2">Continue reading on Towards AI »</a></p></div>]]></description>
            <link>https://pub.towardsai.net/stop-building-ai-agents-from-scratch-try-these-12-github-repos-8f6ad76f3599?source=rss-14ac750a872------2</link>
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            <category><![CDATA[data-science]]></category>
            <category><![CDATA[technology]]></category>
            <category><![CDATA[coding]]></category>
            <category><![CDATA[artificial-intelligence]]></category>
            <category><![CDATA[ai]]></category>
            <dc:creator><![CDATA[inprogrammer]]></dc:creator>
            <pubDate>Sun, 08 Nov 2026 22:54:31 GMT</pubDate>
            <atom:updated>2026-11-09T08:31:12.889Z</atom:updated>
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        <item>
            <title><![CDATA[I Built an AI Agent in Python That Uses Tools, Remembers Tasks, and Actually Finishes the Work]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://python.plainenglish.io/i-built-an-ai-agent-in-python-that-uses-tools-remembers-tasks-and-actually-finishes-the-work-192776e4f36f?source=rss-14ac750a872------2"><img src="https://cdn-images-1.medium.com/max/1536/1*rAG2JFgSINeRMJ3QmzcTqw.png" width="1536"></a></p><p class="medium-feed-snippet">No LangChain. No framework. About 250 lines of plain Python, and it changed how I think about AI forever.</p><p class="medium-feed-link"><a href="https://python.plainenglish.io/i-built-an-ai-agent-in-python-that-uses-tools-remembers-tasks-and-actually-finishes-the-work-192776e4f36f?source=rss-14ac750a872------2">Continue reading on Python in Plain English »</a></p></div>]]></description>
            <link>https://python.plainenglish.io/i-built-an-ai-agent-in-python-that-uses-tools-remembers-tasks-and-actually-finishes-the-work-192776e4f36f?source=rss-14ac750a872------2</link>
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            <category><![CDATA[artificial-intelligence]]></category>
            <category><![CDATA[data-science]]></category>
            <category><![CDATA[coding]]></category>
            <category><![CDATA[technology]]></category>
            <category><![CDATA[python]]></category>
            <dc:creator><![CDATA[inprogrammer]]></dc:creator>
            <pubDate>Sun, 08 Nov 2026 11:33:02 GMT</pubDate>
            <atom:updated>2026-11-08T22:25:49.145Z</atom:updated>
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            <title><![CDATA[Karpathy Says: Stop Reading AI Text. Ask for ASD STE100 or a Visual Instead]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://blog.stackademic.com/karpathy-says-stop-reading-ai-text-ask-for-asd-ste100-or-a-visual-instead-e378a084ade5?source=rss-14ac750a872------2"><img src="https://cdn-images-1.medium.com/max/1448/1*OXXRGgtIVtX3Cb9AVHLBlA.png" width="1448"></a></p><p class="medium-feed-snippet">A few days ago, Andrej Karpathy shared an idea that matched exactly how my own work has been changing.</p><p class="medium-feed-link"><a href="https://blog.stackademic.com/karpathy-says-stop-reading-ai-text-ask-for-asd-ste100-or-a-visual-instead-e378a084ade5?source=rss-14ac750a872------2">Continue reading on Stackademic »</a></p></div>]]></description>
            <link>https://blog.stackademic.com/karpathy-says-stop-reading-ai-text-ask-for-asd-ste100-or-a-visual-instead-e378a084ade5?source=rss-14ac750a872------2</link>
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            <category><![CDATA[artificial-intelligence]]></category>
            <category><![CDATA[programming]]></category>
            <category><![CDATA[technology]]></category>
            <category><![CDATA[llm]]></category>
            <category><![CDATA[ai]]></category>
            <dc:creator><![CDATA[inprogrammer]]></dc:creator>
            <pubDate>Sun, 08 Nov 2026 09:56:20 GMT</pubDate>
            <atom:updated>2026-11-10T20:16:13.306Z</atom:updated>
        </item>
        <item>
            <title><![CDATA[Every Way to Get 256GB of VRAM for Local AI]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/data-science-collective/every-way-to-get-256gb-of-vram-for-local-ai-49ec50bb849e?source=rss-14ac750a872------2"><img src="https://cdn-images-1.medium.com/max/1672/1*Jo2aY3PcCHdUORYLoo64GQ.png" width="1672"></a></p><p class="medium-feed-snippet">Let me be honest with you.</p><p class="medium-feed-link"><a href="https://medium.com/data-science-collective/every-way-to-get-256gb-of-vram-for-local-ai-49ec50bb849e?source=rss-14ac750a872------2">Continue reading on Data Science Collective »</a></p></div>]]></description>
            <link>https://medium.com/data-science-collective/every-way-to-get-256gb-of-vram-for-local-ai-49ec50bb849e?source=rss-14ac750a872------2</link>
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            <category><![CDATA[machine-learning]]></category>
            <category><![CDATA[artificial-intelligence]]></category>
            <category><![CDATA[data-science]]></category>
            <category><![CDATA[technology]]></category>
            <category><![CDATA[programming]]></category>
            <dc:creator><![CDATA[inprogrammer]]></dc:creator>
            <pubDate>Sat, 07 Nov 2026 08:49:42 GMT</pubDate>
            <atom:updated>2026-11-07T08:49:42.968Z</atom:updated>
        </item>
        <item>
            <title><![CDATA[Karpathy Told Us to Make AI Answer in ASD‑STE100. I Tested It on 5 Models and Measured Every Token.]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/codetodeploy/karpathy-told-us-to-make-ai-answer-in-asd-ste100-i-tested-it-on-5-models-and-measured-every-token-1d5d3c26e199?source=rss-14ac750a872------2"><img src="https://cdn-images-1.medium.com/max/1024/1*YURXuBNKpFexY4n910aSqw.jpeg" width="1024"></a></p><p class="medium-feed-snippet">Oct 23, 2026 &#xB7; inprogrammer</p><p class="medium-feed-link"><a href="https://medium.com/codetodeploy/karpathy-told-us-to-make-ai-answer-in-asd-ste100-i-tested-it-on-5-models-and-measured-every-token-1d5d3c26e199?source=rss-14ac750a872------2">Continue reading on CodeToDeploy »</a></p></div>]]></description>
            <link>https://medium.com/codetodeploy/karpathy-told-us-to-make-ai-answer-in-asd-ste100-i-tested-it-on-5-models-and-measured-every-token-1d5d3c26e199?source=rss-14ac750a872------2</link>
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            <category><![CDATA[llm]]></category>
            <category><![CDATA[python]]></category>
            <category><![CDATA[artificial-intelligence]]></category>
            <category><![CDATA[programming]]></category>
            <category><![CDATA[prompt-engineering]]></category>
            <dc:creator><![CDATA[inprogrammer]]></dc:creator>
            <pubDate>Fri, 23 Oct 2026 15:56:09 GMT</pubDate>
            <atom:updated>2026-11-02T20:00:32.670Z</atom:updated>
        </item>
        <item>
            <title><![CDATA[4GB, 6GB, 8GB, 24GB, 32GB: One Local AI Model for Each]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/codetodeploy/4gb-6gb-8gb-24gb-32gb-one-local-ai-model-for-each-52555f256de5?source=rss-14ac750a872------2"><img src="https://cdn-images-1.medium.com/max/1672/1*yJ75CW6PLfKcL0-veLsYdA.png" width="1672"></a></p><p class="medium-feed-snippet">A VRAM-by-VRAM guide to chat, coding and image models for 4, 6, 8, 24 and 32 GB cards, with the file sizes and context numbers that decide&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/codetodeploy/4gb-6gb-8gb-24gb-32gb-one-local-ai-model-for-each-52555f256de5?source=rss-14ac750a872------2">Continue reading on CodeToDeploy »</a></p></div>]]></description>
            <link>https://medium.com/codetodeploy/4gb-6gb-8gb-24gb-32gb-one-local-ai-model-for-each-52555f256de5?source=rss-14ac750a872------2</link>
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            <category><![CDATA[ai]]></category>
            <category><![CDATA[artificial-intelligence]]></category>
            <category><![CDATA[local-llm]]></category>
            <category><![CDATA[llm]]></category>
            <dc:creator><![CDATA[inprogrammer]]></dc:creator>
            <pubDate>Thu, 22 Oct 2026 05:20:32 GMT</pubDate>
            <atom:updated>2026-10-22T19:07:58.044Z</atom:updated>
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            <title><![CDATA[Building an LLM From Scratch Is Easier Than You Think (I Explain It With Chai and Samosas)]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://ai.plainenglish.io/building-an-llm-from-scratch-is-easier-than-you-think-i-explain-it-with-chai-and-samosas-2f0e13565497?source=rss-14ac750a872------2"><img src="https://cdn-images-1.medium.com/max/1024/1*ogVIFl4SkgkG3Bg7A64cRg.jpeg" width="1024"></a></p><p class="medium-feed-snippet">I used to believe building an LLM needed a PhD, a billion dollars, and a secret underground lab with blinking lights.</p><p class="medium-feed-link"><a href="https://ai.plainenglish.io/building-an-llm-from-scratch-is-easier-than-you-think-i-explain-it-with-chai-and-samosas-2f0e13565497?source=rss-14ac750a872------2">Continue reading on Artificial Intelligence in Plain English »</a></p></div>]]></description>
            <link>https://ai.plainenglish.io/building-an-llm-from-scratch-is-easier-than-you-think-i-explain-it-with-chai-and-samosas-2f0e13565497?source=rss-14ac750a872------2</link>
            <guid isPermaLink="false">https://medium.com/p/2f0e13565497</guid>
            <category><![CDATA[artificial-intelligence]]></category>
            <category><![CDATA[technology]]></category>
            <category><![CDATA[python]]></category>
            <category><![CDATA[ai]]></category>
            <category><![CDATA[tech]]></category>
            <dc:creator><![CDATA[inprogrammer]]></dc:creator>
            <pubDate>Tue, 20 Oct 2026 07:51:48 GMT</pubDate>
            <atom:updated>2026-10-21T07:16:12.155Z</atom:updated>
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