Update builder-base image tag in Prowjobs

[eks-distro-pr-bot]

This PR updates the base image tag in the Tag file and in all the prowjobs with the tag of the most recently built builder-base image. The Codebuild projects will also be updated to use this same tag by a periodic Lambda.

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[eks-distro-bot]

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[eks-distro-bot]

Hi @eks-distro-pr-bot. Thanks for your PR.

I'm waiting for a aws member to verify that this patch is reasonable to test. If it is, they should reply with /ok-to-test on its own line. Until that is done, I will not automatically test new commits in this PR, but the usual testing commands by org members will still work. Regular contributors should join the org to skip this step.

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