The document discusses some of the challenges of developing and deploying web services at scale, including: - Meeting service level agreements for high availability and performance. - Choosing appropriate technologies and architectures that can scale to support large volumes of traffic and data. - Ensuring services are robust, reliable and secure through practices like rigorous testing, monitoring, and automated deployment. - Fostering collaboration between development and operations teams to address deployment issues as they arise.