[Task]: Use build sha for base images in docker file + dependabot to update them. #15307
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We can avoid fetching build manifest for upstream images in our set up by pinning the versions to a specific build sha. If that image is on your local registry docker will just use it. This better enables offline development by removing the need to ping dockerhub regularly.
We can use dependabot to keep these images up to date and proactively maintain our base systems.
Example:
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