Build a maintainable test data strategy with factories, builders, and realistic fixtures that stay isolated and fast.
## CONTEXT Test data is where suites quietly rot. Hardcoded objects duplicated across files break in waves when a model changes, shared mutable fixtures cause order-dependent flakiness, and unrealistic data hides bugs that real data would expose. A strong test data strategy uses factories or builders that produce…
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