It would only start producing request errors if there was bad coding. Many of Google's stuff (like the chrome updates) are done through GAE and receive no "special treatment" from GAE (except lifting the request limits which wouldn't affect any sites you make). GAE was made to be fast - and it is. It was made to be reliable - and it is (100% uptime in over 500 days).