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System Design for AI in Production / 84

Design a language detection system.

Detecting the language of a string sounds trivial until the input is three words, mixes two languages, or is half code. A strong answer picks the model by latency budget, handles short text and code-switching, and returns calibrated confidence instead of a brittle single guess.

Updated Aug 2026 · Grounded in real Applied AI Engineer interview loops and written to a senior-engineer editorial bar.

Detecting the language of a string sounds trivial until the input is three words, mixes two languages, or is half code. A strong answer picks the model by latency budget, handles short text and code-switching, and returns calibrated confidence instead of a brittle single guess.

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