Summary

This article discusses the challenges of scalability in data pipelines and introduces the concept of specification-driven composition as a solution. It emphasizes the separation of workflow intent from implementation, which enhances governance and reduces duplication of transformation logic. The article outlines the core components of this approach, including specifications, composers, capability registries, and capability pipelines, and provides a technical implementation using AWS services. The benefits of this pattern are particularly relevant in regulated environments, where traceability and flexibility are crucial.

💭 Your Thoughts

It's a good idea, but the migration cost ... maybe worth to try for the new pipelines.

Data Problems Addressed

Technologies Referenced