synthetic data

Synthetic cases add coverage cheaply and inherit the generator's blind spots. Use them for named slices and adversarial variants, keep real traffic as the launch gate, and measure the gap between the two.

Synthetic data is cheap and fast, but provider terms, inherited errors and narrow coverage decide whether it helps. Check the contract first, then design the data and the evaluation.