> Okay, great, I get that. But how do you achieve it?

The key steps are to follow a clear level of detail, split code into CTEs, and avoid macros.

Your feedback would be amazing! It's brand new, so it's still a bit rough around the edges, and I would love to improve it ❤️🎉

Yes, one of the main focuses has been to write code that is both human-readable and easy for large language models to analyze.

> But why is that important?

The Starlight Data Framework is a starting point for great data management. How do you define ownership in your data org? Suggestions & feedback are highly appreciated!

🔗 https://starlightinsights.com/starlight-data-framework/data-contracts

✅ Align business and technical definitions
✅ Start small—focus on source & model contracts first
✅ Assign both primary and backup owners
✅ Adapt and evolve contracts as your organization grows

💡 Your comment matters!

With Data Contracts, you can clearly define expectations, standardize definitions, and, most importantly, establish true ownership over your data.

📌 Key takeaways:
✅ Define ownership for each data component
✅ Document everything—clarity beats assumptions