The Drawbacks of using AWS SageMaker Feature Store

This post breaks down the key drawbacks of SageMaker Feature Store that teams often encounter when scaling ML workflows. By understanding these limitations early, you can make more informed architectural decisions and avoid unnecessary complexity later on.