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Updates and insights from the translate-kit team.

Translation Quality: When Context Changes Everything

How I improved translation quality by propagating rich metadata to the translator, replacing fixed batching with token-aware waves, and adding cost control and model fallback.

Module Factory: The Hardest 5%

Translating strings inside React components is solved. Translating module-level constants is not. This is how module factory works, why it's hard, and where I drew the line between safe and easy.

Performance Optimizations in translate-kit

How I reduced client bundle size and improved code-splitting in the code generated by translate-kit, aligning with next-intl best practices.

Why I'm Building translate-kit

The idea behind translate-kit: a build-time translation SDK that uses AI to handle the entire i18n pipeline, from extracting strings to generating translations.