It's not unusual for a steam boiler to fail very, very early. You usually don't see a leak with a boiler —running hot or standing cold. You would have to manually flood the boiler to find a leak. Many leaks are first detected when steam turns to vapor emitting from the chimney flue. I try to run the heck out of steam boilers, while going outside a few times to see the top of the chimney. I've found many failures and one of them was only 8 years old.
Almost all of the newer boilers failing is mostly due to the near-boiler piping being incorrectly installed. The piping has to be specifically configured to compensate for being so much smaller than the old steamers. See: https://historicbldgs.com/steam_heat.html
Yes, the boiler needs to be checked out for possible failure. It could be helpful if you can show us a pic of the piping.