0.7.1 supports proper tagging of runs as well as user comments. You can explore these features by installing the latest pre-release:
pip install guildai --pre --upgrade
Refer to Tagging and Comments in the release doc for examples.
Please feel free to reply to this topic with questions or issues.
Thanks for checking it out!