A developer wants fast checks for a pure calculation function without depending on deployed databases or network services. Which approach best fits?

1. Write focused unit tests with isolated dependencies.
2. Run realistic load tests and examine latency, error rate, and saturation.
3. Run integration tests against a representative database environment.
4. Use consumer-aware contract tests and compatible interface changes.