I needed to translate an entire Chinese codebase to English's UI strings without breaking AST structures. Sutura parses 44 file types through Tree-sitter, feeds extracted strings to AI models (Gemini, Claude, GPT, DeepSeek, or local LLMs), and surgically injects translations back at the byte level, no broken syntax, no regex tears.