ended5월 22일· 1 sources
Translate Once, Deploy Everywhere: Ending the LLM Re-Prompting Cycle
다국어 번역 자동화: 반복적인 LLM 프롬프팅에서 벗어나는 방법
Why it matters
Current LLM-based translation workflows force developers to re-establish context and repeat instructions for every language and file—a tedious but avoidable inefficiency. As multilingual products become standard, this repetitive approach creates significant time waste at scale. The article advocates for treating code and content files as translatable documents, enabling single-shot translation into multiple languages without re-prompting.
1
Sources
+0
24h
—
Growth
4d
Active
LLM translationMultilingual localizationStructured contentTranslation workflowCode translation