Effective software testing requires a layered approach rather than relying on a single best practice. Different categories of tests—unit, service-scoped integration, component integration, and end-to-end—each offer unique benefits. This strategy ensures robust coverage, addressing various types of problems and enhancing overall confidence in software quality.