Staging Workflow Advice: Headless Shopify to native Shopify migration. Build Unpublished Theme in Main Store vs Using a Separate Development Store?

I’m rebuilding a headless Shopify site (Sanity + Vercel) into a fully native Shopify theme.
The production store already has all real products, metafields, apps, and checkout settings.

My dilemma:
Should I develop directly in the client’s main store using an unpublished theme (safer, uses real data), and only create a Development Store if I need to test destructive apps or scripts?

Is moving a theme between stores easy and reliable if I need to switch later?

Looking for best-practice advice from the community.

Developing the new theme as an unpublished theme in the main store is recommended, because you work directly with real data, apps, and settings while keeping it hidden from customers.​

You can still keep a dev store as a sandbox for risky tests, but treat the main store as your primary place to build and preview the new theme. Also, if you reconsider Hydrogen, it is still a strong option, and using Weaverse.io can give you a theme-customizer experience very close to native Shopify while staying headless.