Is it ok to edit config files in the data dir while TeamCity is running?

I am switching authentication for our enterprise version TC and rather than shut the Service off I wanted start editing the relevant files. So my main question is
will editing the file in TC_DATA_DIR/config cause any problems on the server while it's running.