How do you guys handle running data migrations with dynamo?

Deploy a lambda that we call from the console. Sometimes a migration spans multiple lambdas if we need to fan out, connected through SQS queues

Btw an RDS (Aurora RDS Serverless with Data API) construct is in the work and supports migrations. It’s pretty much a custom resource that invokes a Lambda function that runs the migrations.