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Use AI-generated translation as primary result in translateDuty #818
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│ │ │ Implement comprehensive military-to-civilian resume translation tool to help veterans translate their military experience into │ │ civilian-friendly language. Features include: │ │ │ │ - AI-powered translation using @xenova/transformers │ │ - Military terminology and job title mappings │ │ - Professional summary generation │ │ - Smart suggestions for resume improvement │ │ - Download translated resume functionality │ │ - Auth-protected page with user-friendly UI │ │ - Added to navigation menu under About section
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Co-authored-by: jeromehardaway <[email protected]>
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Just as a heads up, I was blocked by some firewall rules while working on your feedback. Expand below for details. Warning Firewall rules blocked me from connecting to one or more addresses (expand for details)I tried to connect to the following addresses, but was blocked by firewall rules:
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[WIP] Address feedback on Military Resume Translator AI translation PR
Use AI-generated translation as primary result in translateDuty
Nov 16, 2025
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November 16, 2025 20:51
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The
translateDutyfunction requested 3 AI-generated sequences but returned only the preliminary terminology replacement as the main translation, wasting the AI computation.Changes
src/lib/military-translator.ts:200: Use first AI-generated result as primary translation with fallback to preliminary translationThis ensures the AI model output is actually utilized while maintaining graceful degradation if generation fails.
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