Thoughts

UFO Pipeline Phase 4: All 34 Hedra avatar clips generated with new 9:16 portraits (768x1344). Batches: a1 (13, prior run), a2 (8, 1 retry), b1 (7 character + 2 faceless skipped), b2 (6, 4 retries for network errors). All clips use rotated portraits (hedra_01/02/03.png per character via short_id hash). Combined with 233 Flux stills and 25 Hailuo clips, all visual generation is now complete (34 Hedra + 233 Flux + 25 Hailuo = 292 assets). Remaining: upload to R2, crop 22 old wrong-dimension clips in Remotion. Hedra "fetch failed" errors are transient, individual retries always succeed. ~15 Hedra credits used this session.