Prompt Integrity: We Stopped Letting the LLM Rewrite Your Prompts — Here's What Broke

<p>The failure report that changed how we build goodesign is the kind you can reconstruct from almost any prompt-rewriting pipeline, because they all break the same way. Picture a completely ordinary session: a user uploads a photo of their living room, types a five-word prompt — "make it cozy, keep the rug" — and gets back a render where the rug was gone, the sofa had visibly grown, and the whole

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