AI translation tools like ChatGPT and Claude consistently break mobile resource files in predictable ways. Here are the 5 most common failures that destroy strings.xml, .strings, and JSON localization files.
Most mobile developers assume AI translation means pointing ChatGPT at their strings files. This assumption costs teams weeks of debugging broken formats and inconsistent translations when they hit production scale.
AI translation can destroy mobile resource files if not properly constrained. This guide shows how to safely translate Android strings.xml, iOS .strings, and React Native JSON files with validation scripts and CI/CD integration.
Raw LLMs like ChatGPT consistently break mobile resource files through placeholder corruption, plural form errors, and structural XML damage. Here's why this happens and what breaks first.
