Per-model 'distribute': n images/videos, embedding and rerank lists, TTS
sentences, transcriptions cut at silences, OCR batches are split over every
engine that has the model — here and on cluster nodes — and merged back.
Files a node generates are addressed through the head. Failed parts retry
once elsewhere. Models page block + tests.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01FKm7Z56iKjHgNkHc6VhWKz