Krennic is trying to foster codependency in Galen to ensure his cooperation, but ends up way too involved.

Meanwhile Galen is playing his long con game and expertly manipulating Krennic into thinking he has the upper hand, Galen's trust and the promise of something more, while actually exploiting Krennic's weakness and communicating with the rebellion.