The Necklace That Failed Five Times: Building a Self-Critiquing Multi-Agent Portrait Pipeline

Introduction Most AI image generation workflows are open-loop: you write a prompt, you get an image, you decide if it's good. If it's not, you tweak the prompt and try again. The feedback loop runs th