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  <title>Move the Needle — Notes from the field</title><link>https://movetheneedle.info/thinking/</link><description>Strategic perspective from Samuel on complex technology, AI, organizations, and transformation.</description><language>en</language>
  <item><title>The AI Efficiency Paradox</title><link>https://www.linkedin.com/pulse/ai-efficiency-paradox-why-developer-experience-just-became-mota-4taif/</link><guid>https://www.linkedin.com/pulse/ai-efficiency-paradox-why-developer-experience-just-became-mota-4taif/</guid><pubDate>Tue, 16 Jun 2026 08:00:00 GMT</pubDate><description>Why AI moves the engineering constraint from code generation into understanding, verification, and organizational clarity.</description></item>
  <item><title>The Software Engineering Trap: Why Code Is Cheap, but Decisions Are Expensive</title><link>https://www.linkedin.com/pulse/software-engineering-trap-why-code-cheap-decisions-expensive-mota-sjwze/</link><guid>https://www.linkedin.com/pulse/software-engineering-trap-why-code-cheap-decisions-expensive-mota-sjwze/</guid><pubDate>Tue, 02 Jun 2026 08:00:00 GMT</pubDate><description>Architecture, validation, and human judgment in an agentic software delivery system.</description></item>
  <item><title>Find the Needle: What AI Actually Does to Software Engineering</title><link>https://www.linkedin.com/pulse/find-needle-what-ai-actually-does-software-engineering-samuel-mota-4z3ve/</link><guid>https://www.linkedin.com/pulse/find-needle-what-ai-actually-does-software-engineering-samuel-mota-4z3ve/</guid><pubDate>Wed, 13 May 2026 08:00:00 GMT</pubDate><description>The move from autocomplete to supervised agents—and why the demo is not the deployment.</description></item>
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