Polyglot Programming on No Semicolonshttps://nosemicolons.com/tags/polyglot-programming/Recent content in Polyglot Programming on No SemicolonsHugoen-usMon, 15 Jun 2026 13:48:07 +0000The AI Code Generation Compatibility Crisis: How to Make Generated Code Work Across Node.js, Python, and Go in One Projecthttps://nosemicolons.com/posts/ai-code-generation-cross-language-compatibility-crisis/Mon, 15 Jun 2026 13:48:07 +0000https://nosemicolons.com/posts/ai-code-generation-cross-language-compatibility-crisis/<p>Ever asked ChatGPT to generate a REST API endpoint and gotten three completely different response formats for what should be the same data? Welcome to the polyglot programming nightmare that nobody talks about.</p> <p>I learned this the hard way last month when building a microservices architecture where our user service was in Go, recommendation engine in Python, and frontend API in Node.js. Each time I asked my AI assistant to generate code, it made perfectly reasonable decisions—for that specific language. The problem? None of these &ldquo;reasonable&rdquo; decisions played nicely together.</p>