https://nosemicolons.com/tags/software-evolution/Recent content in Software Evolution on No SemicolonsHugoen-usFri, 17 Apr 2026 09:09:47 +0000https://nosemicolons.com/posts/ai-code-evolution-timeline-production-changes/Fri, 17 Apr 2026 09:09:47 +0000https://nosemicolons.com/posts/ai-code-evolution-timeline-production-changes/<p>Ever wonder what happens to that AI-generated code after it ships? You know the feeling — Claude or Copilot spits out a beautiful function, you tweak it a bit, tests pass, and off it goes to production. But six months later, you&rsquo;re staring at that same code wondering why it&rsquo;s causing issues or how it&rsquo;s somehow become the most reliable part of your system.</p> <p>I&rsquo;ve been obsessively tracking AI-generated code across several production systems for the past year, and the patterns that emerged surprised me. Let me share what I learned about how our AI-assisted code actually behaves in the wild.</p>