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    <description>Notes on architecture, legacy modernization and applied AI: the decisions behind reliable software, from 20 years of critical systems.</description>
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      <title>Beyond the Chatbot: Building Agentic Workflows for Real-World Due Diligence</title>
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      <pubDate>Tue, 10 Feb 2026 12:00:00 GMT</pubDate>
      <description>Why 'Chat with PDF' isn't enough for business strategy, and how we engineered Python-based AI Agents to automate complex investment analysis.</description>
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      <title>From Monoliths to Microservices: What 15 Years of Java Taught Me About Node.js</title>
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      <pubDate>Sat, 24 Jan 2026 12:00:00 GMT</pubDate>
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