Break Your Dashboard, Then Verify It

What We Covered Today Generating test files for the conditions real data eventually produces: empty files, duplicates, negative amounts, extreme values, missing locations, unknown codes, invalid dates, and unsafe text. Turning one-off checks into a repeatable stress test suite you can run again after future changes. Verifying headline metrics with a separate calculation, so the dashboard and ...