AI Coding Costs on No Semicolonshttps://nosemicolons.com/tags/ai-coding-costs/Recent content in AI Coding Costs on No SemicolonsHugoen-usWed, 08 Apr 2026 08:54:17 +0000The AI Code Efficiency Illusion: Why Faster Development Doesn't Always Mean Better ROIhttps://nosemicolons.com/posts/ai-code-efficiency-illusion-roi-analysis/Wed, 08 Apr 2026 08:54:17 +0000https://nosemicolons.com/posts/ai-code-efficiency-illusion-roi-analysis/<p>You ship features 3x faster with AI assistance, your velocity charts look incredible, and leadership is thrilled. Six months later, your technical debt has exploded, maintenance costs have doubled, and that &ldquo;productivity boost&rdquo; feels more like a sugar rush crash. Sound familiar?</p> <p>I&rsquo;ve been tracking AI development ROI across several teams for the past year, and the results are eye-opening. While AI undoubtedly makes us faster at writing initial code, the relationship between speed and actual return on investment is far more nuanced than most of us realize.</p>