Midjourney released a new scanner tool to refine image generation through precise visual references. Simultaneously, developers are shifting toward agent loop architectures to reduce hallucination in complex workflows. This transition moves AI from linear prompting to iterative self-correction. Practitioners should prioritize these feedback loops to improve reliability in production agents.