Scoring-only dress rehearsal
DCinside sends real candidates from the full admin extraction queue to Surf and receives model scores. DCinside records what it would have published and compares those choices with operators’ actual picks. No posts are published by the model during this rehearsal; operators continue as usual. The rehearsal checks the integration. Model quality needs later evaluation with real placements.Data flow
- DCinside applies its 24-hour age filter and sends each new candidate’s text and images once.
- Every cycle, DCinside sends engagement updates for all pending candidates and removal signals for posts leaving the queue.
- Surf returns a final score, post identity, model version and scoring time. We propose refreshing scores for every pending candidate each cycle.
- DCinside logs would-be picks. Late or stale responses are skipped for that cycle; recovered responses remain useful for reconciliation.