The answer
Yes. Document flexibility does not define your product's rules. A documented schema helps the application validate inputs, interpret records consistently, and manage changes to stored data.
How does a database schema translate product requirements into structured data?
Is an application schema still useful with a document database?
More FAQs in How does a database schema translate product requirements into structured data?
Choose a clear convention, such as a documented null value or omitted field, and use it consistently. Specify how forms, queries, and API responses interpret that state.
Examples with optional fields, unassigned tasks, and invalid references expose assumptions that a fully populated record hides. They help reviewers check whether validation matches the intended behavior.
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