This PR addresses the following problem / context:

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Implementation summary: the following was changed / added / removed:

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• Changes are limited to the intended scope.
• Tests were added or updated where appropriate.
• Relevant tests and lint checks pass.
• No secrets, credentials, or sensitive data were publicly exposed.
• Documentation was updated where necessary.

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Any special considerations, known limitations, risks, workarounds, or follow-up work to note?

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