I've experienced multiple copies of Spotify on different machines getting forever stuck just showing a blank screen when opened. Although that's probably more Spotifys fault rather than the tools used to build it.
Spotify does not like it when the internet connection is spotty or not existing during startup, even when you put it in offline mode before, or when your corporate VPN null-routes the Spotify IP range.
