A release may exceed backend capacity under expected peak traffic. The team needs evidence before increasing rollout traffic. Which approach best fits?

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

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