When you discovered the need for a way to store data in a way that is cloud-native, distributed, and would work to allow multiple instances of multiple services to share appropriate data without chances of data corruption or collision.
The use of Redis as a cache for interim work output is a common pattern in microservice ecosystems. Because of how common this pattern is, we wrote a blog post about it that describes the pattern in general terms. You can find the blog post on Medium.