Summary: Catch and update task but propagate Error as it is to report serious errors.

Test Plan: Trivial change. UT passed. Itests should pass.

Reviewers: vkumar, anijhawan

Reviewed By: anijhawan

Subscribers: svc_phabricator, yugaware

Differential Revision: https://phorge.dev.yugabyte.com/D38490