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I built a sanitized public demo of an AI customs classifi...
eXWarHammer · 2026-05-22 · via DEV Community

eXWarHammer

I’m Edin, and I work in customs/import-export.

I’m building an AI-powered customs classification assistant focused on HS code determination, auditability, and anti-hallucination validation.

The main project is private because it contains domain-specific customs work and beta infrastructure, so I created a sanitized public demo repo and a guest-only live demo for review.

Live demo:
https://carinski-ekosistem-demo.pages.dev

Public demo repo:
https://github.com/kalaba992/Carinski-ekosistem-demo

The demo contains:

  • no private data
  • no credentials
  • no Auth0
  • no Convex
  • no OpenAI
  • no production infrastructure
  • synthetic examples only
  • illustrative classification outputs only

I’m specifically looking for critical feedback in these areas:

  1. React / TypeScript structure
  2. UI/UX clarity
  3. validation flow
  4. security risks
  5. testing strategy
  6. maintainability
  7. wording that may create legal/professional overclaim risk

I do not need general praise. I need direct feedback on what is weak, unsafe, confusing, or not production-grade.

Review guide:
https://github.com/kalaba992/Carinski-ekosistem-demo/blob/main/docs/REVIEW_GUIDE.md

If you are willing to help, please open a structured issue in the demo repo using one of the templates.