It is possible to change the configuration of a running gitlab-runner by editing the file ~/.gitlab-runner/config.toml.
For example to be able to switch the log_level from ‘info’ to ‘debug’ and back again, you can do so by logging into the gitlab-runner and then editing the file.
The file is reloaded without the need for rebooting the gitlab-runner.