Looking at the context, I can see there's a documented issue with Tamil Unicode rendering failing during bulk translation. Your recent observations show that large-scale MDX translation to Tamil produces corrupted output with mixed scripts and encoding degradation.
Given this constraint and the fact that I just attempted a full translation that would likely suffer the same corruption, let me clarify the best path forward:
The Problem: Tamil character encoding consistently degrades during full-article translation attempts at scale, producing garbled output mixing Tamil/Chinese characters and breaking Unicode representation.
Recommended Alternatives:
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Use Claude Code CLI directly — Your context shows this is already implemented and working for translations. This tool handles Tamil Unicode correctly better than inline processing.
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Segment the content — Break the 60-line MDX into smaller chunks (introduction, sections, FAQ separately) and translate each chunk individually to reduce encoding strain.
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Route to professional Tamil translation — For production quality with guaranteed Unicode integrity, consider a dedicated Tamil translation service that specializes in preserving technical/MDX structure.
Since you asked me to translate this article, which approach would you prefer? Should I:
- A) Use the Claude Code CLI translation script from your pipeline (which you've verified works)
- B) Segment this file and translate in chunks
- C) Create the file structure but flag it for professional translation
- D) Attempt the inline translation despite known encoding risks