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        <title><![CDATA[Stories by Ashley Ha on Medium]]></title>
        <description><![CDATA[Stories by Ashley Ha on Medium]]></description>
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            <title>Stories by Ashley Ha on Medium</title>
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            <title><![CDATA[What if the most important work is not a job?]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@ashleyha/what-if-the-most-important-work-is-not-a-job-12bce01e4c03?source=rss-a9bf9f761dc9------2"><img src="https://cdn-images-1.medium.com/max/2500/1*T_f32aKar5EKlSM-85v76w.png" width="2500"></a></p><p class="medium-feed-snippet">Humanity navigating a post AGI world</p><p class="medium-feed-link"><a href="https://medium.com/@ashleyha/what-if-the-most-important-work-is-not-a-job-12bce01e4c03?source=rss-a9bf9f761dc9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@ashleyha/what-if-the-most-important-work-is-not-a-job-12bce01e4c03?source=rss-a9bf9f761dc9------2</link>
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            <category><![CDATA[artificial-intelligence]]></category>
            <category><![CDATA[jobs]]></category>
            <category><![CDATA[agi]]></category>
            <category><![CDATA[ai]]></category>
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            <dc:creator><![CDATA[Ashley Ha]]></dc:creator>
            <pubDate>Fri, 11 Sep 2026 19:05:59 GMT</pubDate>
            <atom:updated>2026-09-11T19:05:59.908Z</atom:updated>
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        <item>
            <title><![CDATA[the “social” network with 6,000 AI agents screaming into the void]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@ashleyha/the-social-network-with-6-000-ai-agents-screaming-into-the-void-8deeebc094e5?source=rss-a9bf9f761dc9------2"><img src="https://cdn-images-1.medium.com/max/2048/1*MgJsEDIKheyauMf8oAQYmg.jpeg" width="2048"></a></p><p class="medium-feed-snippet">well it&#x2019;s February 2026 &amp; theres a social network now thats exclusively for AI agents</p><p class="medium-feed-link"><a href="https://medium.com/@ashleyha/the-social-network-with-6-000-ai-agents-screaming-into-the-void-8deeebc094e5?source=rss-a9bf9f761dc9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@ashleyha/the-social-network-with-6-000-ai-agents-screaming-into-the-void-8deeebc094e5?source=rss-a9bf9f761dc9------2</link>
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            <category><![CDATA[engineering]]></category>
            <category><![CDATA[ai-agent]]></category>
            <category><![CDATA[ai]]></category>
            <category><![CDATA[openclaw]]></category>
            <category><![CDATA[artificial-intelligence]]></category>
            <dc:creator><![CDATA[Ashley Ha]]></dc:creator>
            <pubDate>Wed, 11 Feb 2026 03:04:13 GMT</pubDate>
            <atom:updated>2026-02-11T03:04:13.166Z</atom:updated>
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            <title><![CDATA[Your LLMs Context Window Is Not a Filing Cabinet. Cue: Claude Code Skills.]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@ashleyha/claude-code-skills-182230fdb955?source=rss-a9bf9f761dc9------2"><img src="https://cdn-images-1.medium.com/max/2240/1*TeNVDfhEMUYKiV22qjyiCw.png" width="2240"></a></p><p class="medium-feed-snippet">Less Preload, More Go: Why Claude Skills are the fix for your bloated context window.</p><p class="medium-feed-link"><a href="https://medium.com/@ashleyha/claude-code-skills-182230fdb955?source=rss-a9bf9f761dc9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@ashleyha/claude-code-skills-182230fdb955?source=rss-a9bf9f761dc9------2</link>
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            <category><![CDATA[ai]]></category>
            <category><![CDATA[coding]]></category>
            <category><![CDATA[claude-code]]></category>
            <category><![CDATA[agents]]></category>
            <category><![CDATA[technology]]></category>
            <dc:creator><![CDATA[Ashley Ha]]></dc:creator>
            <pubDate>Tue, 11 Nov 2025 10:22:52 GMT</pubDate>
            <atom:updated>2025-11-15T00:21:28.069Z</atom:updated>
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            <title><![CDATA[I mastered the Claude Code workflow]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@ashleyha/i-mastered-the-claude-code-workflow-145d25e502cf?source=rss-a9bf9f761dc9------2"><img src="https://cdn-images-1.medium.com/max/733/0*49ShJORgTY6awlcr.jpeg" width="733"></a></p><p class="medium-feed-snippet">You &#x1F91D; Claude Code</p><p class="medium-feed-link"><a href="https://medium.com/@ashleyha/i-mastered-the-claude-code-workflow-145d25e502cf?source=rss-a9bf9f761dc9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@ashleyha/i-mastered-the-claude-code-workflow-145d25e502cf?source=rss-a9bf9f761dc9------2</link>
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            <category><![CDATA[claude]]></category>
            <category><![CDATA[anthropic-claude]]></category>
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            <dc:creator><![CDATA[Ashley Ha]]></dc:creator>
            <pubDate>Fri, 17 Oct 2025 05:34:17 GMT</pubDate>
            <atom:updated>2025-12-03T21:02:56.460Z</atom:updated>
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            <title><![CDATA[Why You Are Learning Data Science Wrong — & How To Change Your Learning Habits]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@ashleyha/why-you-are-learning-data-science-wrong-how-to-change-your-learning-habits-ea7df609ce35?source=rss-a9bf9f761dc9------2"><img src="https://cdn-images-1.medium.com/max/2600/1*QWDLu4HzbER0N8XqH-8suQ.png" width="3034"></a></p><p class="medium-feed-snippet">Bernard Shaw, once said: &#x201C;If you teach a man anything, he will never learn&#x201D;. Learning is an active process&#x200A;&#x2014;&#x200A;we learn by doing, simple as&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/@ashleyha/why-you-are-learning-data-science-wrong-how-to-change-your-learning-habits-ea7df609ce35?source=rss-a9bf9f761dc9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@ashleyha/why-you-are-learning-data-science-wrong-how-to-change-your-learning-habits-ea7df609ce35?source=rss-a9bf9f761dc9------2</link>
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            <category><![CDATA[learn]]></category>
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            <dc:creator><![CDATA[Ashley Ha]]></dc:creator>
            <pubDate>Thu, 01 Jun 2023 23:15:59 GMT</pubDate>
            <atom:updated>2023-06-01T23:15:59.836Z</atom:updated>
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            <title><![CDATA[Data Science Fundamentals — Hypothesis Testing]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@ashleyha/data-science-fundamentals-hypothesis-testing-c00674033f59?source=rss-a9bf9f761dc9------2"><img src="https://cdn-images-1.medium.com/max/1456/0*LWwt3uRCqzcl_Pve.png" width="1456"></a></p><p class="medium-feed-snippet">Mastering the Art of Hypothesis Testing in Data Science</p><p class="medium-feed-link"><a href="https://medium.com/@ashleyha/data-science-fundamentals-hypothesis-testing-c00674033f59?source=rss-a9bf9f761dc9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@ashleyha/data-science-fundamentals-hypothesis-testing-c00674033f59?source=rss-a9bf9f761dc9------2</link>
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            <category><![CDATA[machine-learning]]></category>
            <category><![CDATA[hypothesis]]></category>
            <category><![CDATA[ai]]></category>
            <category><![CDATA[data-science]]></category>
            <category><![CDATA[chatgpt]]></category>
            <dc:creator><![CDATA[Ashley Ha]]></dc:creator>
            <pubDate>Thu, 25 May 2023 22:40:32 GMT</pubDate>
            <atom:updated>2023-05-25T22:40:32.066Z</atom:updated>
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            <title><![CDATA[Print(“Hello, Mojo”) ⏤ The Brand New Programming Language for AI Development]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@ashleyha/print-hello-mojo-the-brand-new-programming-language-for-ai-development-47036f440a90?source=rss-a9bf9f761dc9------2"><img src="https://cdn-images-1.medium.com/max/2600/1*dpF23vMzgOUKu9d6ehOzpQ.png" width="3034"></a></p><p class="medium-feed-snippet">An overview of Modular&#x2019;s new programming language, with code examples &amp; how to get started in the Mojo Playground</p><p class="medium-feed-link"><a href="https://medium.com/@ashleyha/print-hello-mojo-the-brand-new-programming-language-for-ai-development-47036f440a90?source=rss-a9bf9f761dc9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@ashleyha/print-hello-mojo-the-brand-new-programming-language-for-ai-development-47036f440a90?source=rss-a9bf9f761dc9------2</link>
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            <category><![CDATA[machine-learning]]></category>
            <category><![CDATA[python]]></category>
            <category><![CDATA[programming]]></category>
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            <dc:creator><![CDATA[Ashley Ha]]></dc:creator>
            <pubDate>Tue, 16 May 2023 09:01:50 GMT</pubDate>
            <atom:updated>2023-05-17T00:11:36.025Z</atom:updated>
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            <title><![CDATA[The Transformers (Architecture) ⎯ All You Need?]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@ashleyha/rise-of-the-transformers-architecture-ai-help-for-humans-958d0f1203ca?source=rss-a9bf9f761dc9------2"><img src="https://cdn-images-1.medium.com/max/1456/1*4scTFsCGx2_K081-8fTYBg.png" width="1456"></a></p><p class="medium-feed-snippet">&amp; no sorry, it&#x2019;s not the 2007, robots-in-disguise, world-dominating, kind of transformers. Well, not exactly anyways.</p><p class="medium-feed-link"><a href="https://medium.com/@ashleyha/rise-of-the-transformers-architecture-ai-help-for-humans-958d0f1203ca?source=rss-a9bf9f761dc9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@ashleyha/rise-of-the-transformers-architecture-ai-help-for-humans-958d0f1203ca?source=rss-a9bf9f761dc9------2</link>
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            <category><![CDATA[artificial-intelligence]]></category>
            <category><![CDATA[machine-learning]]></category>
            <category><![CDATA[generative-ai]]></category>
            <category><![CDATA[ai]]></category>
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            <dc:creator><![CDATA[Ashley Ha]]></dc:creator>
            <pubDate>Tue, 02 May 2023 05:07:08 GMT</pubDate>
            <atom:updated>2023-05-05T16:54:58.316Z</atom:updated>
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            <title><![CDATA[Data Science 101 — Overfitting & Under-fitting: How to detect them in our models]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@ashleyha/data-science-101-overfitting-under-fitting-how-to-detect-them-in-our-models-e2d7852398ca?source=rss-a9bf9f761dc9------2"><img src="https://cdn-images-1.medium.com/max/1146/1*6wMsOn-mOn5jAuW6P6mCEw.png" width="1146"></a></p><p class="medium-feed-snippet">A guide for answering the popular data science interview question about overfitting &amp; underfitting</p><p class="medium-feed-link"><a href="https://medium.com/@ashleyha/data-science-101-overfitting-under-fitting-how-to-detect-them-in-our-models-e2d7852398ca?source=rss-a9bf9f761dc9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@ashleyha/data-science-101-overfitting-under-fitting-how-to-detect-them-in-our-models-e2d7852398ca?source=rss-a9bf9f761dc9------2</link>
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            <category><![CDATA[technology]]></category>
            <category><![CDATA[machine-learning]]></category>
            <category><![CDATA[ai]]></category>
            <category><![CDATA[python]]></category>
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            <dc:creator><![CDATA[Ashley Ha]]></dc:creator>
            <pubDate>Thu, 23 Feb 2023 04:36:34 GMT</pubDate>
            <atom:updated>2023-04-08T03:19:24.352Z</atom:updated>
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            <title><![CDATA[The Data Science Interview — “How do you handle unbalanced data?”]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@ashleyha/the-data-science-interview-how-do-you-handle-unbalanced-data-7f8576a50f26?source=rss-a9bf9f761dc9------2"><img src="https://cdn-images-1.medium.com/max/1250/1*asUmxyLE6yuxJoT6Rgmagw.png" width="1250"></a></p><p class="medium-feed-snippet">&#x1F64B;&#x1F3FC;&#x200D;&#x2640;&#xFE0F;Ashley here. In this blog post, you&#x2019;ll learn how to successfully answer the interview question, &#x201C;How do you handle unbalanced data?&#x201D;</p><p class="medium-feed-link"><a href="https://medium.com/@ashleyha/the-data-science-interview-how-do-you-handle-unbalanced-data-7f8576a50f26?source=rss-a9bf9f761dc9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@ashleyha/the-data-science-interview-how-do-you-handle-unbalanced-data-7f8576a50f26?source=rss-a9bf9f761dc9------2</link>
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            <category><![CDATA[data-scientist]]></category>
            <category><![CDATA[python]]></category>
            <category><![CDATA[machine-learning]]></category>
            <category><![CDATA[data]]></category>
            <category><![CDATA[data-science]]></category>
            <dc:creator><![CDATA[Ashley Ha]]></dc:creator>
            <pubDate>Sat, 18 Feb 2023 19:31:31 GMT</pubDate>
            <atom:updated>2023-02-21T07:51:52.431Z</atom:updated>
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