https://nosemicolons.com/tags/production-performance/Recent content in Production-Performance on No SemicolonsHugoen-usMon, 27 Apr 2026 10:08:39 +0000https://nosemicolons.com/posts/ai-code-monitoring-production-performance-tracking/Mon, 27 Apr 2026 10:08:39 +0000https://nosemicolons.com/posts/ai-code-monitoring-production-performance-tracking/<p>Ever deployed AI-generated code only to wake up at 3 AM to a cascade of alerts? Yeah, me too. That perfect function Claude wrote for you might work beautifully in development, but production has a funny way of exposing edge cases that even the smartest AI models miss.</p> <p>The thing is, AI-generated code needs different monitoring than code we write ourselves. When I write a janky algorithm, I know exactly where the performance bottlenecks might lurk. But when GPT-4 generates an elegant solution I barely understand? That&rsquo;s where things get interesting—and potentially problematic.</p>