Application Shell Architecture is a design pattern used in Progressive Web Apps (PWAs) to ensure fast loading times by caching the minimal HTML, CSS, and JavaScript required to render a basic user interface. This approach allows the core UI to load instantly on repeat visits, while dynamic content is fetched and rendered separately, enhancing the user experience and offline capabilities.