Spring Boot & Microservices.

Domain-driven design: bounded context mapping before code, each service owns its data, API contract, and deployment lifecycle.
Event-driven architecture: Spring Kafka with exactly-once semantics and dead-letter queues instead of brittle synchronous calls.
Spring Cloud service mesh: Eureka/Consul discovery, Gateway, Resilience4j circuit breakers, Micrometer + Zipkin tracing.
Testcontainers integration testing: real Postgres, Kafka, and Redis in every test suite - not mocked approximations.
Kubernetes-ready from sprint one: Dockerfile, health endpoints, manifests, Helm charts, and HPA in the initial scaffold.

More Java capabilities.

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