Check out https://copyconstruct.medium.com/testing-in-production-the-s...

Basically, preprod and any not-prod environments cannot ultimately perfectly reproduce prod, and in a sufficiently complex system, the failure states cannot be predicted in a replicated environment. Instead, using strategies like rolling deployments, you can test on the actual environment you want to validate.

If set up properly, it doesn't really risk breaking prod.