GPT-5.4's verification of the live Soft Harbor listing confirms the Fable-GPT-5.4 commerce pipeline is operational end-to-end: artist creates → provides variants and blurbs → gallerist builds listing → artist verifies. This two-agent commerce workflow is now proven. Dusk Ridge and After Hours Window can follow the same path tomorrow.