Ask HN: What makes a successful partner program for SaaS companies?

I'm building a SaaS company and we've started a partnership program, which has helped us grow our revenue.

I was hoping to get some best practices from people that have built successful partnerships programs, as well as some feedback from web developers and consultants that have participated in these programs.