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. Use consumer-aware contract tests and compatible interface changes.
3. Run integration tests against a representative database environment.
4. Run realistic load tests and examine latency, error rate, and saturation.