I know this is an old question, but recently ran into the issue.
The setting is placed into a thread-local, meaning that if your application is set to thread-safe and you handle a request in a different thread than the one you set the default deadline for, it can be lost. For me, the solution was to set the deadline before every request as part of the middleware chain.
This is not documented, and required looking through the source to figure it out.