Declarative Data Stack

The declarative data stack is an integrated system of tools and configurations that creates a cohesive data infrastructure, akin to how Kubernetes manages infrastructure with deployments like YAML. This approach emphasizes reproducibility and uses existing technologies to integrate various data engineering lifecycle stages, from ingestion to visualization. It combines the benefits of open-source, avoiding vendor lock-in while mitigating some downside challenges through platforms like HelloDATA BE. Both closed-source and open-source tools are explored, showcasing various implementations.