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Copilot AI commented Nov 16, 2025

The translateDuty function 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 translation
return {
  original: duty,
  translated: suggestions[0] || preliminaryTranslation,  // Was: preliminaryTranslation
  suggestions: suggestions,
  confidence: 0.85,
};

This ensures the AI model output is actually utilized while maintaining graceful degradation if generation fails.


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jeromehardaway and others added 2 commits November 16, 2025 15:35
│                                                                                                                                                │
│   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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vets-who-code-app Error Error Nov 16, 2025 8:54pm

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Copilot AI commented Nov 16, 2025

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:

  • checkpoint.prisma.io
    • Triggering command: /usr/local/bin/node /home/REDACTED/work/vets-who-code-app/vets-who-code-app/node_modules/prisma/build/child {"product":"prisma","version":"6.10.1","cli_install_type":"local","information":"","local_timestamp":"2025-11-16T20:46:16Z","project_hash":"4713398e","cli_path":"/home/REDACTED/work/vets-who-code-app/vets-who-code-app/node_modules/.bin/prisma","cli_path_hash":"a42231ea","endpoint":"REDACTED","disable":false,"arch":"x64","os":"linux","node_version":"v20.19.5","ci":true,"ci_name":"GitHub Actions","command":"-v","schema_providers":["postgresql"],"schema_preview_features":["driverAdapters"],"schema_generators_providers":["prisma-client-js"],"cache_file":"/home/REDACTED/.cache/checkpoint-nodejs/prisma-a42231ea","cache_duration":43200000,"remind_duration":172800000,"force":false,"timeout":5000,"unref":true,"child_path":"/home/REDACTED/work/vets-who-code-app/vets-who-code-app/node_modules/prisma/build/child","client_event_id":"","previous_client_event_id":"","check_if_update_available":true} (dns block)
    • Triggering command: /usr/local/bin/node /home/REDACTED/work/vets-who-code-app/vets-who-code-app/node_modules/prisma/build/child {"product":"prisma","version":"6.10.1","cli_install_type":"local","information":"","local_timestamp":"2025-11-16T20:46:18Z","project_hash":"4713398e","cli_path":"/home/REDACTED/work/vets-who-code-app/vets-who-code-app/node_modules/.bin/prisma","cli_path_hash":"a42231ea","endpoint":"REDACTED","disable":false,"arch":"x64","os":"linux","node_version":"v20.19.5","ci":true,"ci_name":"GitHub Actions","command":"generate --postinstall \"UNABLE_TO_FIND_POSTINSTALL_TRIGGER__ENVAR_MISSING\"","schema_providers":["postgresql"],"schema_preview_features":["driverAdapters"],"schema_generators_providers":["prisma-client-js"],"cache_file":"/home/REDACTED/.cache/checkpoint-nodejs/prisma-a42231ea","cache_duration":43200000,"remind_duration":172800000,"force":false,"timeout":5000,"unref":true,"child_path":"/home/REDACTED/work/vets-who-code-app/vets-who-code-app/node_modules/prisma/build/child","client_event_id":"","previous_client_event_id":"","check_if_update_available":true} (dns block)

If you need me to access, download, or install something from one of these locations, you can either:

Copilot AI changed the title [WIP] Address feedback on Military Resume Translator AI translation PR Use AI-generated translation as primary result in translateDuty Nov 16, 2025
Copilot AI requested a review from jeromehardaway November 16, 2025 20:51
Copilot finished work on behalf of jeromehardaway November 16, 2025 20:51
Base automatically changed from military-resume-translator to master November 16, 2025 21:57
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2 participants