httpcore: Write Error on reusing potentially closed connection

With a service deployed with httpx version with httpcore interface, I started receiving the following error:

<class 'httpcore._exceptions.WriteError'>: [Errno 104] Connection reset by peer

The only problem is that this is when connecting to a service that others applications have no problems. The connection is (should be) HTTP/1.1 in this case.