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Document Localization Studio

swati goyal on February 14, 2026

This is a submission for the GitHub Copilot CLI Challenge What I Built I built Document Localization Studio — a terminal-first + UI-pow...
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sagar saini

This is a really interesting take on localization — especially the focus on going beyond translation into structural and contextual adaptation. Handling things like units, currency, legal clauses, and QA checks makes this feel much closer to a real production workflow than a simple translation tool.

I also like the “terminal-first + UI-powered” approach — it feels practical for developers while still being accessible to non-technical users.

One thing I’m curious about is how you see AI-based translation fitting into this pipeline long-term — as the primary engine, or more as an assistive layer alongside deterministic transformations and glossary enforcement?

Projects like this highlight how localization is really a data-consistency and context-preservation problem, not just a language problem. Great prototype and direction!

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swati goyal

Thank you Sagar

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Deepak Singh

This highlights how localization is really about preserving meaning and context across regions, not just converting words. The structured pipeline approach makes a lot of sense for real-world documents. Interesting approach to document localization. Do you see this evolving into something like CI/CD for multilingual documentation, where localization checks run automatically during releases?

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swati goyal

Thank you Deepak

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Savita Devi

Impressive work 👏

Document Localization Studio goes far beyond basic translation by handling terminology, legal locks, FX/unit conversion, and structure-aware QA — that’s real enterprise-level thinking. Clean execution, strong feature depth, and great use of GitHub Copilot CLI for rapid iteration. 🚀

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swati goyal

Thank you Savita

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Alex P

Hmm, interesting

I've subscribed for updates

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swati goyal

Thank you Alex

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Annu Singhmar

Impressive!!

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swati goyal

Thank you Annu

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Gaurav

I like how this frames localization as a workflow problem rather than just a translation problem. Tools that combine automation, QA, and usability could really simplify global document management.

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swati goyal

Thank you Gaurav

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Smiley Shiney

Wow, that’s a great set of functionalities you’ve provided — really well thought out and comprehensive! 👏

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Vikas Mahendia

Nice project - I like how you're treating localisation as a structured workflow instead of just translation and how you used github copilot cli to achieve it.

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swati goyal

Thank You Vikas