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Admin-only page at /dashboard/service-test with dropdown to test each VIN decode service (Corgi, PartsCatalogs, PL24, EMEX, VIN API) individually or the full cascade. Results shown as JSON on page, no DB writes. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>