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Microsoft Developer Community Blog
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Fixing Broken Markdown in AI Translation: Hardening a Production Pipeline

MinseokSong's avatar
MinseokSong
MVP
Apr 30, 2026

A Co-op Translator v0.18.1 community report on building a structure-preserving multilingual documentation pipeline

By Minseok Song and Hiroshi Yoshioka (Microsoft MVPs)   TL;DR Recent community feedback, especially from Japanese translations, revealed that many translation failures were not semantic, but ...
Updated Apr 20, 2026
Version 1.0
azure ai foundry
python
MinseokSong's avatar
MinseokSong
MVP
Apr 30, 2026

Really appreciate your support HiroshiYoshioka​!

Your insights and detailed reports truly helped shape this work.

I especially appreciated your point about Japanese word boundaries and morphology. It aligns closely with what we've seen, where many issues were structural rather than purely linguistic.

That perspective made the importance of the HTML/tag-based approach much clearer. Thanks again for sharing it.