What is the difference between Databricks secret scopes vs AWS secret manager vs Azure key vault, in which scenarios I should go for secret scopes

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All three options are secure ways to store secrets. Databricks secrets has the additional functionality of redaction , so it is convenient sometimes. Also in azure, you have the ability to use azure KV as the backend for secrets.