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[CI]: Investigate/fix cases of CI tests not running on latest code from PR branch #24682

@njhill

Description

@njhill

We've seen a couple of recent cases where PR changes fail on main after being merged, but the same test that ran on the PR's CI prior to merge passed. It appears that the code which the passing test ran on wasn't the latest code from the PR branch.

This is separate to the issue of test scoping. In these cases the test in question did run and passed.

It also shouldn't be a consequence of the use of USE_PRECOMPILED_WHEELS because the code differences in question were just changes to python files.

Examples:

Slack threads: here, here.

This is obviously very high priority since it's causing frequent unnecessary breakages to main.

cc @dougbtv

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