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    <title>Machine Coding on Programmer.ie: Modern AI programming</title>
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      <title>Machine Coding: Building Software with AI</title>
      <link>http://programmer.ie/books/freestyle-cognition/13-chapter/</link>
      <pubDate>Fri, 28 Aug 2026 10:00:00 +0100</pubDate>
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      <description>&lt;blockquote&gt;&#xA;&lt;p&gt;&amp;ldquo;First, solve the problem. Then, write the code.&amp;rdquo;&lt;/p&gt;&lt;/blockquote&gt;&#xA;&lt;h2 id=&#34;summary&#34;&gt;Summary&lt;/h2&gt;&#xA;&lt;p&gt;Machine coding is no longer just asking an AI to write files for you.&lt;/p&gt;&#xA;&lt;p&gt;That was the early version. You described an app, the model produced a pile of code, you copied it into a folder, ran it, pasted the errors back, and hoped the loop converged.&lt;/p&gt;&#xA;&lt;p&gt;That workflow taught us something important: conversation can turn into software. But it also hid the real lesson.&lt;/p&gt;</description>
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