01Programmatic container management via Testcontainers integration
02Isolated environment variable orchestration for local and CI tests
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04Dynamic setup of databases, caches, and message brokers
05Automated Docker Compose configuration for test dependencies
06Standardized cleanup routines for post-test resource management