c24165b8bc
에이전트 8종(대화형/프로그래머 C·S/디자이너/설계자/기획자/QA/PD/PM)에게 [공통 기본 능력 + 롤별 Specialty] 2층으로 지식을 주입하기 위한 재분류. 문서 내용·포맷은 무수정, 폴더 이동만 (6,372개 문서 수 보존 확인). - Topic_Programming → Domain_Programming (내부 구조 보존) - Topic_Graphic → Domain_Design - Topic_Business → Domain_Product - Topic_General → Domain_General - _Common 신설: Math(구 Topic_Math_Specialty), Reasoning(구 General/From_Thinking & Reasoning), Reasoning_Creativity(구 General/From_창의성), Communication(Poetic_Blog_Writing + From_writing) - 타 도메인의 From_* 폴더는 유지 (출처 표기일 뿐, 이미 도메인에 맞게 분류된 문서) - 빈 폴더 정리 (memory/procedures) - 에이전트→폴더 매핑은 workspace의 .astra/agent-knowledge-map.json (9개 에이전트) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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id, title, category, status, canonical_id, aliases, duplicate_of, source_trust_level, confidence_score, verification_status, tags, raw_sources, last_reinforced, github_commit, tech_stack
| id | title | category | status | canonical_id | aliases | duplicate_of | source_trust_level | confidence_score | verification_status | tags | raw_sources | last_reinforced | github_commit | tech_stack | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| wiki-2026-0508-spring-framework | Spring Framework | 10_Wiki/Topics | verified | self |
|
none | A | 0.9 | applied |
|
2026-05-10 | pending |
|
Spring Framework
매 한 줄
"매 Java enterprise 의 IoC container — 매 Beans, AOP, MVC, Boot 의 ecosystem". Rod Johnson (2003) 의 J2EE 대체. 2026 현재 Spring Boot 3.4 (Java 21+, virtual threads, AOT/GraalVM native) 가 매 backend Java 의 de-facto.
매 핵심
매 IoC / DI
- ApplicationContext: 매 Bean 의 lifecycle 관리.
@Component,@Service,@Repository,@Controller: 매 stereotype.- Constructor injection: 매 권장 (final field, immutability).
매 modules
- Spring Core: IoC, DI, Resource, SpEL.
- Spring MVC / WebFlux: HTTP (Servlet vs reactive).
- Spring Data: JPA, MongoDB, Redis repository abstraction.
- Spring Security: Auth (OAuth2, JWT, OIDC).
- Spring Boot: 매 auto-configuration, embedded Tomcat/Netty.
매 응용
- REST API backend (Boot + Web + Data JPA).
- Reactive microservice (WebFlux + R2DBC).
- Batch job (Spring Batch).
💻 패턴
Spring Boot 3.4 application
@SpringBootApplication
public class App {
public static void main(String[] args) {
SpringApplication.run(App.class, args);
}
}
Constructor injection 의 service
@Service
public class OrderService {
private final OrderRepository repo;
private final PaymentClient payments;
public OrderService(OrderRepository repo, PaymentClient payments) {
this.repo = repo;
this.payments = payments;
}
public Order place(NewOrder cmd) {
var charge = payments.charge(cmd.amount());
return repo.save(new Order(cmd, charge.id()));
}
}
REST controller (Java 21 records)
@RestController
@RequestMapping("/orders")
public class OrderController {
private final OrderService service;
public OrderController(OrderService s) { this.service = s; }
@PostMapping
public ResponseEntity<Order> create(@Valid @RequestBody NewOrder cmd) {
return ResponseEntity.status(201).body(service.place(cmd));
}
}
public record NewOrder(@NotBlank String sku, @Positive long amount) {}
Spring Data JPA repository
public interface OrderRepository extends JpaRepository<Order, Long> {
List<Order> findByCustomerIdAndCreatedAfter(Long customerId, Instant after);
}
Configuration properties
@ConfigurationProperties("payments")
public record PaymentsConfig(String url, Duration timeout, String apiKey) {}
# application.yml
payments:
url: https://api.stripe.com
timeout: 5s
api-key: ${STRIPE_KEY}
Virtual threads (Boot 3.2+, Java 21)
spring:
threads:
virtual:
enabled: true
WebFlux reactive endpoint
@GetMapping("/stream")
public Flux<Event> stream() {
return eventRepo.findAll().delayElements(Duration.ofMillis(100));
}
Test (slice)
@WebMvcTest(OrderController.class)
class OrderControllerTest {
@Autowired MockMvc mvc;
@MockBean OrderService service;
@Test
void createsOrder() throws Exception {
when(service.place(any())).thenReturn(new Order(1L, "sku", 100));
mvc.perform(post("/orders").contentType(APPLICATION_JSON)
.content("""{"sku":"sku","amount":100}"""))
.andExpect(status().isCreated());
}
}
매 결정 기준
| 상황 | Approach |
|---|---|
| Java enterprise backend | Spring Boot |
| 매 reactive, high-concurrency I/O | WebFlux + R2DBC |
| 매 traditional blocking I/O + Java 21 | Spring MVC + virtual threads |
| Native binary (cold start, low memory) | Spring Boot AOT + GraalVM |
| Lightweight Java (no DI ecosystem) | Quarkus / Micronaut / pure Javalin |
기본값: Spring Boot 3.4 + Java 21 + virtual threads + Spring MVC.
🔗 Graph
- 부모: Inversion of Control
- 변형: Spring Boot
- 응용: Microservices
🤖 LLM 활용
언제: Java backend, 매 enterprise integration (JPA, security, messaging) 필요. 언제 X: 매 ultra-low memory (serverless cold start) — Quarkus native 의 superior; 매 non-Java stack.
❌ 안티패턴
- Field injection (
@Autowiredprivate field): 매 testability X, 매 final X. Constructor 의 사용. - God
@Configuration: 매 100+ bean 의 한 file — 매 module 별 분리. @Transactionalon private: 매 proxy 의 work X. Public + self-injection 패턴.- Boot 1.x / Java 8: 매 EOL, 매 vulnerable, 매 upgrade.
🧪 검증 / 중복
- Verified (spring.io docs, Spring Boot 3.4 release notes 2025).
- 신뢰도 A.
🕓 Changelog
| 날짜 | 변경 |
|---|---|
| 2026-05-08 | Phase 1 |
| 2026-05-10 | Manual cleanup — Spring Boot 3.4 / Java 21 modern patterns |