[cherry-pick][2.58.0][core][taskEvents out of GCS][10/n] Fix bugs found after migration (#65247) - #65360

[cherry-pick][2.58.0][core][taskEvents out of GCS][10/n] Fix bugs found after migration (#65247)#65360

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elliot-barn/cherry-pick-2.58.0-task-events-bugfixes-65247-v2ray-project/ray:elliot-barn/cherry-pick-2.58.0-task-events-bugfixes-65247-v2Copy head branch name to clipboard