3.5 is approaching end of life in the next few years, you definitely should not building anything new with it. There's a lot of QoL changes in modern .NET that makes your life as a developer significantly nicer. Even for building windows services, the modern Generic Host model is orders of magnitude better than anything in .NET Framework.