AutoRef Harness for Multi-Reference Image Generation
September 27, 2026
AutoRef uses an executable program harness to coordinate reasoning models and generation models for multi-subject image synthesis. This approach manages complex criteria such as subject fidelity and overall image naturalness to prevent duplication or unnatural pasting.
HOW THIS AFFECTS YOU
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builderYou can use this harness pattern to orchestrate complex multi-step generative workflows.
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designerThis improves the reliability of generating images that accurately combine multiple specific reference subjects.