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# Translation & Localization Pipeline
Automate translation workflows, context-aware QA, and localization testing for products and docs.
Agent capabilities:
- Extract translatable strings, run MT + human-in-the-loop review, and validate context
- Maintain glossaries, detect UI truncation/regressions, and run pseudo-localization tests
- Deploy localized assets and notify stakeholders of changes
Integrations: Translation APIs, TMS (Crowdin/Transifex), CI pipelines.