InvalidSignature in Node with AWS SDK

Sometimes you run into a weird issue that is hard to debug. This was one of those times. I was working on a Lambda function that was supposed to retrieve a secret from AWS Secrets Manager. However, I kept getting random InvalidSignatureException errors in production.