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Built an open-source pipeline that takes a single sentence and produces a cinematic reel with characters, animation, music, and narration, using FLUX.2, Wan2.2, and other models on a single AMD GPU. The pipeline includes a director agent, character generation, keyframe animation, vision critic, music, and narration stages.