We wrote about our use of parameter store extensively. We have been very happy with it:

https://segment.com/blog/the-right-way-to-manage-secrets/

I really think it's just an AWS account with credstash under the hood, that some Amazon engineers work on full time. Seems like a no-brainer to use imo, since it's very polished.