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The Space's demo code (app.py etc.) lives in a SEPARATE private repo, wiltodelta/raiw-hf-space, which nothing documented -- so finding it cost a long detour through the Space's commit authorship and a hunt for a write token that never existed locally. Record it, plus the deploy flow that replaced the old web-UI editing: push to that repo's main -> sync-to-hf.yml mirrors the files via HfApi.upload_folder (adds a commit on top of the Space history, never a force push). Also call out the two automations that both touch the Space so they are not confused: sync-to-hf.yml ships demo-code changes, while this repo's distribute.yml factory-rebuilds the Space on a library release so its `remove-ai-watermarks>=` pin re-resolves. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>