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Springboot Training — Topic-Wise Mock Tests
Expand any module below to start a live timed MCQ exam across 386 Mock Test sets (max 2 free attempts per topic per day).
All Modules & Topics in Springboot Training
Spring Boot 3 Overview — Opinionated Defaults, Embedded Servers & Zero-XML Philosophy
Purpose: To understand and apply Spring Boot 3 Overview — Opinionated Defaults, Embedded Servers & Zero-XML Philosophy in real Springboot systems — specifically: How Spring Boot wraps the Spring IoC Container (`ApplicationContext`) with opinionated Starter dependencies, Conditional Auto-Configuration, an embedded Tomcat/Jetty/Undertow server, and production-ready Actuator metrics, so your code stays reliable, fast, and easy to maintain in production.
Spring Framework vs Spring MVC vs Spring Boot — IoC Container, `DispatcherServlet` & Auto-Setup
Purpose: To understand and apply Spring Framework vs Spring MVC vs Spring Boot — IoC Container, `DispatcherServlet` & Auto-Setup in real Springboot systems — specifically: Clear architectural boundaries: **Spring Core** provides IoC & Dependency Injection; **Spring MVC** is the web module (`DispatcherServlet`, `@Controller`); **Spring Boot** auto-wires both with curated BOM versions and embedded servers, so your code stays reliable, fast, and easy to maintain in production.
Spring Boot 4-Layer Architecture — Presentation, Business Service, Persistence & Database Flow
Purpose: To understand and apply Spring Boot 4-Layer Architecture — Presentation, Business Service, Persistence & Database Flow in real Springboot systems — specifically: Strict separation of concerns: **1. Presentation Layer** (`@RestController`, HTTP/DTO validation), **2. Service Layer** (`@Service`, business rules & `@Transactional` boundaries), **3. Persistence Layer** (`@Repository`, JPA/JDBC), and **4. Database**, so your code stays reliable, fast, and easy to maintain in production.
Core Spring Boot 3.4 Features — `SpringApplication`, `CommandLineRunner`, Profiles & Java 21 Virtual Threads
Purpose: To understand and apply Core Spring Boot 3.4 Features — `SpringApplication`, `CommandLineRunner`, Profiles & Java 21 Virtual Threads in real Springboot systems — specifically: Customizing `SpringApplication` (`Banner.Mode`, `ApplicationRunner` / `CommandLineRunner` startup tasks, `ApplicationEvent` pub/sub), environment-specific `@Profile`, and enabling Project Loom **Java 21 Virtual Threads** with a single property!, so your code stays reliable, fast, and easy to maintain in production.
`Spring Initializr` (`start.spring.io`) — Project Metadata, Maven Wrapper (`mvnw`) & Directory Layout
Purpose: To understand and apply `Spring Initializr` (`start.spring.io`) — Project Metadata, Maven Wrapper (`mvnw`) & Directory Layout in real Springboot systems — specifically: Generating standardized builds via `start.spring.io` (or IDE wizard / `curl https://start.spring.io/starter.zip`), why committing Maven Wrapper (`mvnw` / `mvnw.cmd`) guarantees reproducible CI builds, and root package placement rules, so your code stays reliable, fast, and easy to maintain in production.
Spring Boot Starters & `spring-boot-starter-parent` BOM Dependency Management
Purpose: To understand and apply Spring Boot Starters & `spring-boot-starter-parent` BOM Dependency Management in real Springboot systems — specifically: How opinionated `spring-boot-starter-*` poms (`starter-web`, `starter-data-jpa`, `starter-security`, `starter-test`) bundle cohesive transitive libraries while `spring-boot-dependencies` Bill of Materials (BOM) guarantees tested version compatibility, so your code stays reliable, fast, and easy to maintain in production.
Executable Fat JARs (`JarLauncher`, `BOOT-INF`) vs External Tomcat WAR Deployment
Purpose: To understand and apply Executable Fat JARs (`JarLauncher`, `BOOT-INF`) vs External Tomcat WAR Deployment in real Springboot systems — specifically: How `spring-boot-maven-plugin` (`repackage` goal) creates a self-contained **Executable Nested JAR** (`Main-Class: JarLauncher`, `Start-Class: YourApp`, `BOOT-INF/classes`, `BOOT-INF/lib`), Docker Layered JAR caching, and `SpringBootServletInitializer` for legacy WARs, so your code stays reliable, fast, and easy to maintain in production.
Spring Boot DevTools (`RestartClassLoader`), LiveReload & Rapid Local Iteration
Purpose: To understand and apply Spring Boot DevTools (`RestartClassLoader`), LiveReload & Rapid Local Iteration in real Springboot systems — specifically: How `spring-boot-devtools` uses a dual-ClassLoader trick (**Base ClassLoader** keeps immutable ` ~/.m2` JARs warm in memory; **RestartClassLoader** reloads ONLY your edited `target/classes` in ~300 ms!), disables template caches in dev, and turns itself OFF in packaged JARs, so your code stays reliable, fast, and easy to maintain in production.
Core Stereotype & DI Annotations — `@SpringBootApplication`, `@Service`, `@Bean`, `@Qualifier` & Scopes
Purpose: To understand and apply Core Stereotype & DI Annotations — `@SpringBootApplication`, `@Service`, `@Bean`, `@Qualifier` & Scopes in real Springboot systems — specifically: The 3-in-1 `@SpringBootApplication` meta-annotation, `@Component` vs `@Service` vs `@Repository` (which adds `PersistenceExceptionTranslationPostProcessor`!), `@Configuration` (`proxyBeanMethods`) + `@Bean`, `@Primary` vs `@Qualifier`, and Singleton vs Prototype bean scopes, so your code stays reliable, fast, and easy to maintain in production.
Spring Boot 3 Auto-Configuration Internals — `AutoConfiguration.imports` & `@ConditionalOn*` Guards
Purpose: To understand and apply Spring Boot 3 Auto-Configuration Internals — `AutoConfiguration.imports` & `@ConditionalOn*` Guards in real Springboot systems — specifically: How Spring Boot 3 moved from legacy `spring.factories` to **`META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports`**, evaluates `@ConditionalOnClass`, `@ConditionalOnMissingBean`, `@ConditionalOnProperty`, and prints the Positive/Negative match report via `--debug`, so your code stays reliable, fast, and easy to maintain in production.
Externalized Config — `application.yml`, Property Precedence, `@Profile` & `@ConfigurationProperties` Records
Purpose: To understand and apply Externalized Config — `application.yml`, Property Precedence, `@Profile` & `@ConfigurationProperties` Records in real Springboot systems — specifically: 12-Factor externalized configuration: `application.yml` vs `.properties`, OS Environment Variables (`SPRING_DATASOURCE_URL` relaxed binding!) overriding packaged files, profile-specific `application-prod.yml`, and validated `@ConfigurationProperties` Java 21 `record`s, so your code stays reliable, fast, and easy to maintain in production.
Embedded Server Tuning — `server.port`, Random Test Ports (`0`), Graceful Shutdown & Compression
Purpose: To understand and apply Embedded Server Tuning — `server.port`, Random Test Ports (`0`), Graceful Shutdown & Compression in real Springboot systems — specifically: Configuring `server.port` (CLI `--server.port=9090`, `SERVER_PORT`, or `server.port=0` for OS-assigned random free port in integration tests!), `server.shutdown=graceful` (draining in-flight requests on `SIGTERM`!), and HTTP Gzip/Zstd response compression, so your code stays reliable, fast, and easy to maintain in production.
`spring-boot-starter-web` — Embedded Tomcat, Jackson `ObjectMapper` & MVC Auto-Wiring
Purpose: To understand and apply `spring-boot-starter-web` — Embedded Tomcat, Jackson `ObjectMapper` & MVC Auto-Wiring in real Springboot systems — specifically: What `spring-boot-starter-web` auto-configures: Embedded Apache Tomcat (`8080`), `DispatcherServlet` mapped to `/`, `MappingJackson2HttpMessageConverter` (`ObjectMapper` + `JavaTimeModule`), static asset serving, and `MultipartResolver`, so your code stays reliable, fast, and easy to maintain in production.
`DispatcherServlet` Front Controller Lifecycle — `HandlerMapping`, `HandlerInterceptor` & Message Converters
Purpose: To understand and apply `DispatcherServlet` Front Controller Lifecycle — `HandlerMapping`, `HandlerInterceptor` & Message Converters in real Springboot systems — specifically: Step-by-step HTTP request pipeline: Filter Chain -> **`DispatcherServlet`** -> `RequestMappingHandlerMapping` -> `HandlerInterceptor.preHandle()` -> `RequestMappingHandlerAdapter` (resolving `@PathVariable`/`@RequestBody`) -> Controller -> `HttpMessageConverter` JSON response!, so your code stays reliable, fast, and easy to maintain in production.
Routing & Parameter Binding — `@PathVariable`, `@RequestParam`, `@RequestHeader` & `ResponseEntity<T>`
Purpose: To understand and apply Routing & Parameter Binding — `@PathVariable`, `@RequestParam`, `@RequestHeader` & `ResponseEntity<T>` in real Springboot systems — specifically: Clean URI path variables (`/courses/{slug}`) vs optional query filters (`@RequestParam(defaultValue = "0") int page`), explicit parameter names (`-parameters` compiler flag in Boot 3!), and full status/header control with `ResponseEntity<T>`, so your code stays reliable, fast, and easy to maintain in production.
Resource Mutation — `@PostMapping` (`201 Created` + `Location`), `PUT` vs `PATCH` & `@DeleteMapping` (`204`)
Purpose: To understand and apply Resource Mutation — `@PostMapping` (`201 Created` + `Location`), `PUT` vs `PATCH` & `@DeleteMapping` (`204`) in real Springboot systems — specifically: Deserializing JSON payloads with `@RequestBody`, building RFC-9110 `Location` headers via `ServletUriComponentsBuilder.fromCurrentRequest()`, understanding HTTP **Idempotency** (`GET`, `PUT`, `DELETE` are idempotent; `POST` is NOT!), and returning `204 No Content`, so your code stays reliable, fast, and easy to maintain in production.
Global Exception Handling — `@RestControllerAdvice`, `@ExceptionHandler` & RFC-9457 `ProblemDetail`
Purpose: To understand and apply Global Exception Handling — `@RestControllerAdvice`, `@ExceptionHandler` & RFC-9457 `ProblemDetail` in real Springboot systems — specifically: Replacing scattered controller `try/catch` blocks with a single `@RestControllerAdvice` aspect, extending `ResponseEntityExceptionHandler`, and returning Spring Framework 6’s native **`ProblemDetail`** (`application/problem+json` RFC-9457 standard!), so your code stays reliable, fast, and easy to maintain in production.
Jakarta Bean Validation (`spring-boot-starter-validation`) — `@Valid`, Nested DTOs & Custom Validators
Purpose: To understand and apply Jakarta Bean Validation (`spring-boot-starter-validation`) — `@Valid`, Nested DTOs & Custom Validators in real Springboot systems — specifically: Note that Spring Boot 2.3+ extracted Hibernate Validator into explicit **`spring-boot-starter-validation`**! Enforcing `@NotBlank`, `@Email`, `@Size`, `@Positive`, cascading `@Valid` on nested objects/lists, and `@Validated` for method/query parameters, so your code stays reliable, fast, and easy to maintain in production.
DTO Projections, Static (`@JsonIgnore`) & Dynamic (`MappingJacksonValue`) Filtering + Content Negotiation
Purpose: To understand and apply DTO Projections, Static (`@JsonIgnore`) & Dynamic (`MappingJacksonValue`) Filtering + Content Negotiation in real Springboot systems — specifically: Preventing sensitive field exposure (`passwordHash`, `internalMargin`) and Mass-Assignment attacks (`role = "ADMIN"`): dedicated Request/Response Java `record` DTOs, `@JsonProperty(access = WRITE_ONLY)`, `@JsonView`, `MappingJacksonValue` `SimpleBeanPropertyFilter`, and XML/JSON Content Negotiation, so your code stays reliable, fast, and easy to maintain in production.
REST API Versioning Strategies, `Spring HATEOAS` (`EntityModel`) & Internationalization (`i18n`)
Purpose: To understand and apply REST API Versioning Strategies, `Spring HATEOAS` (`EntityModel`) & Internationalization (`i18n`) in real Springboot systems — specifically: Four industry API versioning patterns (**URI Path** `/api/v1/users`, **Custom Header** `X-API-VERSION=1`, **Media-Type Accept** `application/vnd.company.v1+json`, **Query Param**), hypermedia links with `spring-boot-starter-hateoas` (`WebMvcLinkBuilder`), and `Accept-Language` `MessageSource` `i18n`, so your code stays reliable, fast, and easy to maintain in production.
Spring AOP Architecture — CGLIB Subclass Proxies, JoinPoints, Pointcuts & Self-Invocation Trap
Purpose: To understand and apply Spring AOP Architecture — CGLIB Subclass Proxies, JoinPoints, Pointcuts & Self-Invocation Trap in real Springboot systems — specifically: Core AOP vocabulary (**Aspect**, **JoinPoint**, **Advice**, **Pointcut**, **Weaving**), why Spring Boot 2+/3+ defaults to **CGLIB** class-based runtime proxies (`spring.aop.proxy-target-class=true`), and how `@Transactional`, `@Cacheable`, and `@PreAuthorize` are ALL powered by Spring AOP!, so your code stays reliable, fast, and easy to maintain in production.
`@Before`, `@After`, `@AfterReturning` & `@AfterThrowing` — Security, Audit & Failure Logging Advices
Purpose: To understand and apply `@Before`, `@After`, `@AfterReturning` & `@AfterThrowing` — Security, Audit & Failure Logging Advices in real Springboot systems — specifically: Choosing the right advice lifecycle: **`@Before`** (pre-check / argument audit via `JoinPoint.getArgs()`), **`@AfterReturning`** (inspect return value when successful), **`@AfterThrowing`** (alert on unhandled exceptions without swallowing them!), and **`@After`** (`finally` cleanup), so your code stays reliable, fast, and easy to maintain in production.
`@Around` Advice with `ProceedingJoinPoint` — SLA Latency Profiling & Idempotent Retry Interceptors
Purpose: To understand and apply `@Around` Advice with `ProceedingJoinPoint` — SLA Latency Profiling & Idempotent Retry Interceptors in real Springboot systems — specifically: The most powerful AOP advice: `@Around` wraps target execution completely, decides whether/how many times to call `pjp.proceed()`, measures nanoTime SLA latency in `try/finally`, and binds Micrometer `Timer` metrics, so your code stays reliable, fast, and easy to maintain in production.
Spring JDBC & `HikariCP` — Connection Pool Sizing & Modern `JdbcClient` / `JdbcTemplate`
Purpose: To understand and apply Spring JDBC & `HikariCP` — Connection Pool Sizing & Modern `JdbcClient` / `JdbcTemplate` in real Springboot systems — specifically: Why Spring Boot defaults to **`HikariCP`** (fastest zero-overhead JDBC pool on the JVM), pool sizing formula (`connections = (core_count * 2) + effective_spindle_count`), and Spring Boot 3.2+ fluent **`JdbcClient`** mapping directly to Java `record`s (`DataClassRowMapper`), so your code stays reliable, fast, and easy to maintain in production.
Embedded H2 Database & Schema Migrations — Dev Prototyping vs Production `Flyway` / `Liquibase`
Purpose: To understand and apply Embedded H2 Database & Schema Migrations — Dev Prototyping vs Production `Flyway` / `Liquibase` in real Springboot systems — specifically: Running zero-install `jdbc:h2:mem:academydb` in `dev` profile (`spring.h2.console.enabled=true`), initializing `schema.sql`/`data.sql` (`defer-datasource-initialization`), and why production MUST use **`Flyway`** or **`Liquibase`** with `ddl-auto: validate`!, so your code stays reliable, fast, and easy to maintain in production.
`Spring Data JPA` & Hibernate 6 — `@Entity`, `JpaRepository`, `@Query`, Pagination & `@Transactional`
Purpose: To understand and apply `Spring Data JPA` & Hibernate 6 — `@Entity`, `JpaRepository`, `@Query`, Pagination & `@Transactional` in real Springboot systems — specifically: JPA Persistence Context (1st-level cache) & Automatic Dirty Checking, `JpaRepository<T, ID>`, derived query methods, custom JPQL `@Query`, `Page<T>` vs `Slice<T>` (`Slice` skips the expensive `SELECT COUNT(*)`!), and `@Transactional(readOnly = true)` optimizations, so your code stays reliable, fast, and easy to maintain in production.
JPA Entity Relationships (`@ManyToOne`, `@OneToMany`) — `FetchType.LAZY` & Crushing the `N+1` Trap
Purpose: To understand and apply JPA Entity Relationships (`@ManyToOne`, `@OneToMany`) — `FetchType.LAZY` & Crushing the `N+1` Trap in real Springboot systems — specifically: Bidirectional mapping (`@OneToMany(mappedBy = "course")` + `@ManyToOne(fetch = FetchType.LAZY)` `@JoinColumn` owning side!), why JPA’s default `EAGER` on `@ManyToOne` / `@OneToOne` is a silent performance killer, and solving **`N+1` queries** via `@EntityGraph`, `JOIN FETCH`, or DTO Projections, so your code stays reliable, fast, and easy to maintain in production.
Spring Cache Abstraction — `@EnableCaching`, `@Cacheable(sync = true)`, `@CachePut` & `@CacheEvict`
Purpose: To understand and apply Spring Cache Abstraction — `@EnableCaching`, `@Cacheable(sync = true)`, `@CachePut` & `@CacheEvict` in real Springboot systems — specifically: Decoupling business logic from cache storage via `CacheManager`, SpEL cache keys (`key = "#courseCode"`), conditional caching (`condition` / `unless`), **`sync = true` Cache Stampede protection**, and cache invalidation on writes (`@CacheEvict`), so your code stays reliable, fast, and easy to maintain in production.
Cache Providers (`Caffeine`, `EhCache 3`, `Redis`) — Local JVM Heap Speed vs Distributed Consistency
Purpose: To understand and apply Cache Providers (`Caffeine`, `EhCache 3`, `Redis`) — Local JVM Heap Speed vs Distributed Consistency in real Springboot systems — specifically: Choosing the right backing store: **Caffeine** (Window-TinyLFU near-optimal hit rate in nanosecond JVM RAM), **EhCache 3** (`JCache` JSR-107 off-heap/disk tiers), and **Redis** (`spring-boot-starter-data-redis` shared across N Kubernetes pods with JSON serialization & jittered TTLs), so your code stays reliable, fast, and easy to maintain in production.
Server-Side Rendering with `Thymeleaf` — Natural HTML5 Templates, `th:text` XSS Escaping & Emails
Purpose: To understand and apply Server-Side Rendering with `Thymeleaf` — Natural HTML5 Templates, `th:text` XSS Escaping & Emails in real Springboot systems — specifically: Returning view names from `@Controller` (not `@RestController`!) backed by `src/main/resources/templates/*.html`, `Model.addAttribute()`, automatic HTML escaping with `th:text`, iteration (`th:each`), fragments, and rendering HTML PDFs / emails via `SpringTemplateEngine`, so your code stays reliable, fast, and easy to maintain in production.
OpenAPI 3.1 & Swagger UI (`springdoc-openapi`) — `@Operation`, `@Schema` & Bearer JWT Docs
Purpose: To understand and apply OpenAPI 3.1 & Swagger UI (`springdoc-openapi`) — `@Operation`, `@Schema` & Bearer JWT Docs in real Springboot systems — specifically: Replacing deprecated `Springfox` (broken on Boot 3 `jakarta.*`!) with **`org.springdoc:springdoc-openapi-starter-webmvc-ui`**, auto-generating `/v3/api-docs` + `/swagger-ui.html` from Java `record` DTOs & Jakarta `@Valid` annotations, and gating Swagger UI in production, so your code stays reliable, fast, and easy to maintain in production.
`Spring Security 6` Architecture — `SecurityFilterChain`, Lambda DSL, Stateless JWT, CORS & `@PreAuthorize`
Purpose: To understand and apply `Spring Security 6` Architecture — `SecurityFilterChain`, Lambda DSL, Stateless JWT, CORS & `@PreAuthorize` in real Springboot systems — specifically: How `DelegatingFilterProxy` -> `FilterChainProxy` -> **`SecurityFilterChain`** intercepts requests BEFORE `DispatcherServlet`! Spring Security 6 Lambda DSL (`http.csrf(...)`, `authorizeHttpRequests`), `BCryptPasswordEncoder`, OAuth2 / JWT Resource Server, and `@EnableMethodSecurity` (`@PreAuthorize`), so your code stays reliable, fast, and easy to maintain in production.
`Spring Boot Actuator` & Micrometer — Kubernetes Liveness/Readiness Probes, Custom `HealthIndicator` & Prometheus
Purpose: To understand and apply `Spring Boot Actuator` & Micrometer — Kubernetes Liveness/Readiness Probes, Custom `HealthIndicator` & Prometheus in real Springboot systems — specifically: Production observability with `spring-boot-starter-actuator`: `/actuator/health/liveness` (restart deadlocked pod) vs `/actuator/health/readiness` (stop routing traffic while DB warms up), Micrometer dimensional metrics (`/actuator/prometheus`), and OpenTelemetry distributed tracing, so your code stays reliable, fast, and easy to maintain in production.
Spring Boot Testing Pyramid — `JUnit 5`, `Mockito`, `@WebMvcTest` (`MockMvc`), `@DataJpaTest` & `@SpringBootTest`
Purpose: To understand and apply Spring Boot Testing Pyramid — `JUnit 5`, `Mockito`, `@WebMvcTest` (`MockMvc`), `@DataJpaTest` & `@SpringBootTest` in real Springboot systems — specifically: What `spring-boot-starter-test` bundles (`JUnit Jupiter 5`, `Mockito`, `AssertJ`, `Hamcrest`, `JsonPath`, `MockMvc`), why **Slice Annotations** (`@WebMvcTest` loads ONLY web layer; `@DataJpaTest` loads ONLY JPA + transactional rollback!) beat heavy `@SpringBootTest` overuse, and Boot 3.4 `@MockitoBean`, so your code stays reliable, fast, and easy to maintain in production.
Richardson Maturity Model (Levels 0–3) & Production Cloud-Native Spring Boot Best Practices
Purpose: To understand and apply Richardson Maturity Model (Levels 0–3) & Production Cloud-Native Spring Boot Best Practices in real Springboot systems — specifically: Evaluating API maturity via the **Richardson Maturity Model** (Level 0: Swamp of POX single URI -> Level 1: Resource URIs -> Level 2: HTTP Verbs + Status Codes -> Level 3: HATEOAS Hypermedia Controls), Bucket4j / Redis Rate Limiting (`429 Too Many Requests`), Timeouts on `RestClient`, and Structured JSON Logging (`spring.logging.structured.format.console=ecs` in Boot 3.4!), so your code stays reliable, fast, and easy to maintain in production.
Modern Lambda SecurityFilterChain, CORS & Password Encoders
Purpose: To understand and apply Modern Lambda SecurityFilterChain, CORS & Password Encoders in real Springboot systems — specifically: Secure REST endpoints cleanly with Argon2/BCrypt and structured ProblemDetail 401/403s, so your code stays reliable, fast, and easy to maintain in production.
RSA JWT Issuance, Refresh Token Rotation & OAuth2 Resource Server
Purpose: To understand and apply RSA JWT Issuance, Refresh Token Rotation & OAuth2 Resource Server in real Springboot systems — specifically: Verify signed claims and tenant IDs across endpoints with zero session memory bloat, so your code stays reliable, fast, and easy to maintain in production.
@PreAuthorize Method RBAC & Security Audit Listeners
Purpose: To understand and apply @PreAuthorize Method RBAC & Security Audit Listeners in real Springboot systems — specifically: Enforce fine-grained ownership checks directly on business service methods, so your code stays reliable, fast, and easy to maintain in production.
Eliminating N+1 Queries via @EntityGraph, JOIN FETCH & Record DTOs
Purpose: To understand and apply Eliminating N+1 Queries via @EntityGraph, JOIN FETCH & Record DTOs in real Springboot systems — specifically: Slash 150 lazy-loading SQL queries down to 1 indexed projection query, so your code stays reliable, fast, and easy to maintain in production.
Optimistic Locking (@Version), HikariCP Tuning & Flyway SQL Migrations
Purpose: To understand and apply Optimistic Locking (@Version), HikariCP Tuning & Flyway SQL Migrations in real Springboot systems — specifically: Prevent concurrent lost updates and version every schema change reproducibly, so your code stays reliable, fast, and easy to maintain in production.
Spring @Cacheable with Redis TTLs & Targeted Eviction
Purpose: To understand and apply Spring @Cacheable with Redis TTLs & Targeted Eviction in real Springboot systems — specifically: Serve hot reference and catalog endpoints in < 4ms under peak concurrency, so your code stays reliable, fast, and easy to maintain in production.
Spring Kafka Producers, Consumer Groups, Retries & Dead-Letter Topics
Purpose: To understand and apply Spring Kafka Producers, Consumer Groups, Retries & Dead-Letter Topics in real Springboot systems — specifically: Decouple slow invoice/notification pipelines from synchronous customer APIs, so your code stays reliable, fast, and easy to maintain in production.
Resilience4j CircuitBreaker, Bulkhead & Exponential Backoff Retry
Purpose: To understand and apply Resilience4j CircuitBreaker, Bulkhead & Exponential Backoff Retry in real Springboot systems — specifically: Isolate degraded third-party gateways so upstream Spring threads never hang, so your code stays reliable, fast, and easy to maintain in production.
Transactional Outbox & ShedLock Distributed Cron Jobs
Purpose: To understand and apply Transactional Outbox & ShedLock Distributed Cron Jobs in real Springboot systems — specifically: Guarantee reliable event publishing and single-pod execution across scaled replicas, so your code stays reliable, fast, and easy to maintain in production.
@WebMvcTest Slices, Mockito & @ServiceConnection Testcontainers
Purpose: To understand and apply @WebMvcTest Slices, Mockito & @ServiceConnection Testcontainers in real Springboot systems — specifically: Run automated integration tests against real PostgreSQL and Redis containers in CI, so your code stays reliable, fast, and easy to maintain in production.
Actuator Readiness/Liveness Probes, Micrometer Prometheus & Tracing
Purpose: To understand and apply Actuator Readiness/Liveness Probes, Micrometer Prometheus & Tracing in real Springboot systems — specifically: Track p99 latency, JVM heap, Hikari pools, and trace IDs across every request, so your code stays reliable, fast, and easy to maintain in production.
Layered Spring Boot Dockerfiles, Virtual Threads & Graceful Shutdown
Purpose: To understand and apply Layered Spring Boot Dockerfiles, Virtual Threads & Graceful Shutdown in real Springboot systems — specifically: Deploy fast-booting, zero-downtime Java 21 containers to cloud clusters, so your code stays reliable, fast, and easy to maintain in production.
RFC 7807 ProblemDetails Global Error Responses & Jakarta Bean Validation Groups
Purpose: To understand and apply RFC 7807 ProblemDetails Global Error Responses & Jakarta Bean Validation Groups in real Springboot systems — specifically: Return standardized, client-friendly JSON error contracts across every REST controller, so your code stays reliable, fast, and easy to maintain in production.
Spring Cache Abstraction with Redis TTLs, Cache Stampede Prevention & Eviction
Purpose: To understand and apply Spring Cache Abstraction with Redis TTLs, Cache Stampede Prevention & Eviction in real Springboot systems — specifically: Accelerate read-heavy catalog/profile endpoints while keeping cached entries fresh on updates, so your code stays reliable, fast, and easy to maintain in production.
Resilience4j Retries, TimeLimiters, Circuit Breakers & @TransactionalEventListener
Purpose: To understand and apply Resilience4j Retries, TimeLimiters, Circuit Breakers & @TransactionalEventListener in real Springboot systems — specifically: Isolate downstream service failures and trigger side effects only after DB transactions commit, so your code stays reliable, fast, and easy to maintain in production.
Slice Tests (@WebMvcTest, @DataJpaTest) & Real-DB Integration with Testcontainers
Purpose: To understand and apply Slice Tests (@WebMvcTest, @DataJpaTest) & Real-DB Integration with Testcontainers in real Springboot systems — specifically: Verify JPA queries, Flyway migrations, and security filters against a real containerized database, so your code stays reliable, fast, and easy to maintain in production.
Spring Boot Actuator, Micrometer Metrics & Distributed Trace Propagation
Purpose: To understand and apply Spring Boot Actuator, Micrometer Metrics & Distributed Trace Propagation in real Springboot systems — specifically: Expose production health/readiness endpoints and latency histograms for cloud monitoring, so your code stays reliable, fast, and easy to maintain in production.
Spring IoC/Proxy Pitfalls, N+1 Query Fixes & Enterprise Interview Scenarios
Purpose: To understand and apply Spring IoC/Proxy Pitfalls, N+1 Query Fixes & Enterprise Interview Scenarios in real Springboot systems — specifically: Spot @Transactional self-invocation bugs and Hibernate N+1 bottlenecks instantly, so your code stays reliable, fast, and easy to maintain in production.
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