The server is back online (has been for a bit) and from what I figured out from logs and metrics there was an enormous spike in RAM usage that our process monitoring handled. Then around 10-15 minutes later there was another enormous RAM spike that increased so quickly that our internal tooling couldn't handle it which caused the server to freeze up.
Sorry for the trouble here!