I don't use data pipeline anymore, but 2 years ago when I was using it in my previous company there were a few moments that drove me nuts. I vaguely remember one day AWS upgraded data pipeline to a newer version and broke hundreds of our pipelines that write data to Redshift. We contacted AWS and they rolled that update back...