https://nosemicolons.com/tags/ai-roi/Recent content in AI ROI on No SemicolonsHugoen-usTue, 09 Jun 2026 10:53:14 +0000https://nosemicolons.com/posts/ai-code-generation-success-metrics/Tue, 09 Jun 2026 10:53:14 +0000https://nosemicolons.com/posts/ai-code-generation-success-metrics/<p>Ever wondered why some AI-generated code blocks sail through production while others crash and burn? I spent the last six months tracking every piece of AI-assisted code my team shipped, and the results completely flipped my assumptions about what makes generated code successful.</p> <p>Spoiler alert: It wasn&rsquo;t cyclomatic complexity, test coverage, or any of the traditional metrics we&rsquo;ve been obsessing over. The metric that actually predicted production success caught me completely off guard.</p>