Pre-action boundary checking — validates agent tool calls against declared capabilities and task contracts
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Spring Boot 4.0 patterns for enterprise Java 25 applications
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설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Layered architecture: controller (REST), service (business logic), repository (data access), model/entity, dto, config, exception.
Constructor injection preferred. Use @RequiredArgsConstructor with final fields. Avoid field injection with @Autowired.
// GOOD: Constructor injection
@Service
@RequiredArgsConstructor
public class UserService {
private final UserRepository userRepository;
private final EmailService emailService;
}
@RestController + @RequestMapping. Use @Validated for input, ResponseEntity for responses, proper HTTP status codes.
See examples/controller-example.java for reference implementation.
Business logic in services. @Transactional boundaries at service level. Interface + implementation pattern.
See examples/service-example.java for reference implementation.
Spring Data JPA. @Query or method naming for custom queries. @Entity with proper JPA annotations.
See examples/repository-example.java and examples/entity-example.java for reference implementations.
@RestControllerAdvice for global handling. Domain-specific exceptions with proper HTTP status mapping.
See examples/exception-handler-example.java for reference implementation.
Profile-based: application-{profile}.yml. @ConfigurationProperties for type-safe config. Externalize sensitive values.
# application.yml
spring:
profiles:
active: ${SPRING_PROFILES_ACTIVE:local}
datasource:
url: ${DATABASE_URL}
username: ${DATABASE_USERNAME}
password: ${DATABASE_PASSWORD}
See examples/config-properties-example.java for type-safe configuration properties.
Spring Security with SecurityFilterChain. Externalize secrets. Proper authentication/authorization patterns.
See examples/security-config-example.java for reference implementation.
@WebMvcTest (controller), @DataJpaTest (repository), @SpringBootTest (integration), @MockBean for mocking.
See examples/controller-test-example.java and examples/repository-test-example.java for reference implementations.
Always: constructor injection, layered architecture, DTOs, global exception handling, externalized config, proper security, layer-appropriate tests.
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Pre-action boundary checking — validates agent tool calls against declared capabilities and task contracts
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Auto-detect project context and optimize harness — deactivate unused agents/skills, suggest missing experts, generate project profile
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Adversarial code review using attacker mindset — trust boundary, attack surface, business logic, and defense evaluation
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Apache Airflow best practices for DAG authoring, testing, and production deployment
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Alembic migration patterns for naming conventions, safety checks, expand-contract, env.py configuration, and CI integration
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Pre-routing ambiguity analysis — scores request clarity and asks clarifying questions when needed (inspired by ouroboros)
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