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Diagnose and tune Hibernate ORM runtime behaviour in Java/Spring apps - persistence context and entity lifecycle, lazy vs eager loading, N+1 queries, fetch joins, entity graphs, projections, cascades and orphan removal, dirty checking and flush,…
원문 언어: 영어
Add AI/LLM capabilities to Java applications safely - model-provider abstraction (Spring AI ChatClient or a provider SDK), structured outputs with schema validation, tool calling and its authorization, retrieval-augmented generation, embeddings and vector…
원문 언어: 영어
Make and review software design and architecture decisions in Java codebases - SOLID and dependency direction, layered vs hexagonal (ports and adapters), package-by-feature vs by-layer, domain models and invariants, DDD where it pays off, modular monolith vs…
원문 언어: 영어
Review Java changes (a diff, branch, PR or files) for correctness, security, data integrity, concurrency, API compatibility, test adequacy, performance and maintainability, and judge release readiness against the repository's own standards. Covers Spring…
원문 언어: 영어
Core Java language and runtime guidance for writing or modifying plain Java code - records, sealed types, generics, collections, streams, exceptions, immutability, concurrency, virtual threads, CompletableFuture, java.time, I/O, JVM memory/GC, null handling…
원문 언어: 영어
Relational database engineering for Java applications - schema design, keys, constraints, indexes and normalization, SQL query design, transactions and isolation levels, connection pool sizing (HikariCP), migrations with Flyway/Liquibase and rollback…
원문 언어: 영어
Shared foundation workflow for any Java task in an existing repository (Spring Boot, web/REST, JPA/Hibernate, Android, libraries, multi-module builds). Use at the start of any Java implementation, bug fix, refactor, upgrade or review to discover the…
원문 언어: 영어
Diagnose and fix Java build failures, dependency conflicts, application startup and bean-wiring errors, security configuration failures, SQL/transaction/network/messaging failures and Android build problems, and plan or execute upgrades (Java versions, Spring…
원문 언어: 영어
Design and implement external API calls and asynchronous messaging in Java - HTTP clients (RestClient, WebClient, HTTP interfaces), Kafka, RabbitMQ/AMQP, JMS and cloud messaging; sync vs async choice, message contracts and schema evolution, delivery…
원문 언어: 영어
Build, change, test and prepare native Android applications in Java or mixed Java/Kotlin - Gradle configuration, Activities/Fragments and lifecycle, Java/Kotlin interoperability, Jetpack libraries (Lifecycle/ViewModel, Room, WorkManager, Navigation, Hilt) and…
원문 언어: 영어
Measure, diagnose and improve Java application performance and resilience - profiling (JFR, async-profiler, thread/heap dumps), JVM memory and GC behaviour, thread and connection pool sizing, database query optimisation, HTTP client configuration, timeouts…
원문 언어: 영어
Make Java services production-ready and deployable - logging, metrics, tracing and correlation ids, Spring Boot Actuator health/readiness/liveness, OpenTelemetry, Docker/OCI images (Dockerfile or Cloud Native Buildpacks), environment-specific configuration,…
원문 언어: 영어
Implement Java features from a specification-driven workflow (GitHub Spec Kit or an equivalent) - read the constitution, spec, plan, tasks and acceptance criteria, map tasks to the right Java skills, plan small reviewable changes, implement, write tests…
원문 언어: 영어
Write, fix and review automated tests and quality gates for Java projects - JUnit (Jupiter), Mockito, AssertJ, parameterized tests, Spring Boot test slices, MockMvc, Testcontainers, repository/transaction tests, contract tests, Android unit and…
원문 언어: 영어
Design and implement Java web layers - REST APIs, server-side rendered pages (Thymeleaf, Vaadin), and frontend/backend integration - covering HTTP semantics, resource design, versioning, request validation, ProblemDetail error handling, DTO mapping,…
원문 언어: 영어
Implement, configure, test, troubleshoot and package Spring Boot applications (3.x and 4.x) - project setup, auto-configuration, starters, dependency injection, configuration properties and profiles, REST controllers, validation and error handling, Boot test…
원문 언어: 영어
Design and change the Spring Data JPA layer - entities, repositories, derived/JPQL/native/Specification queries, projections, pagination and sorting, relationships and aggregate boundaries, service-layer transactions, auditing, optimistic locking,…
원문 언어: 영어
Configure, review and test application security in Spring apps - SecurityFilterChain, authentication and authorization, OAuth 2.0 / OpenID Connect login, JWT and opaque-token resource servers, role/scope/permission rules, method security, sessions, CORS,…
원문 언어: 영어
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