Trust, but verify. Start off in a position of default trust, give people clear goals with a understood metric for success. If someone is not meeting expectations, then start more intensively managing for development with the explicit goal that you want to return to a place of trust.

Start with small wins to build trust that you can increasingly delegate larger and larger areas of responsibility.