The second, more thorough option is to stop using CSV altogether and switch to Parquet. Parquet is columnar and schema-aware. There's no delimiter character, so embedded commas, newlines, quotes — all of it just works. Redshift's COPY command supports Parquet natively and actually performs better loading it than CSV.
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This is “passwordless” authentication: no secrets are stored anywhere, yet we can cryptographically verify that a deployment came from a GitHub Action running in a repository owned by a Recurser. The tokens are short-lived (valid for a few minutes) and scoped to the specific workflow run.