mav-bp-integration-testing

Integration testing in a CI pipeline requires defining test boundaries across APIs and databases, configuring containerised dependencies, and implementing health-check driven setup to ensure deterministic runs without hitting production systems.

Data isolation and environment setup for deterministic integration tests involve using isolated, repeatable environments with containerised services or sandboxes, ensuring test data is managed and reset during teardown to prevent cross-test contamination.

Intermittent integration test failures often stem from non-deterministic environments, unmanaged dependencies, or missing health checks during setup. Applying structured test governance with proper timeouts and isolated data management ensures repeatable runs.

Health checks are needed in test automation for service-to-service interactions to verify that all containerised dependencies and local servers are fully operational before executing test suites, preventing false negatives from startup delays.

Yes, production sandboxes can be used for integration testing as a dependency strategy to avoid hitting live production systems. Sandboxes provide real boundaries for third-party service interactions while maintaining data isolation and deterministic test behavior.

Hitting production systems during integration tests is forbidden because it compromises data integrity and creates non-deterministic behavior. Tests should instead target containerised services, local servers, or sandboxes to ensure predictable and isolated execution.