@rrezartprebreza
rrezartprebreza
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Top skills by rrezartprebreza
rrezartprebreza
Spring Boot Skills
rrezartprebrezaagent-qa-browser-regression
Use when verifying an existing browser journey with agent-qa against a running Spring Boot application. Covers target selection, scoped execution, run evidence, and memidex provenance while…
rrezartprebreza
Spring Boot Skills
rrezartprebrezaai-observability
Use when adding Spring AI-specific model observations, token usage, latency, externally configured cost attribution, advisor telemetry, or protected prompt and completion logging. Use…
rrezartprebreza
Spring Boot Skills
rrezartprebrezadomain-driven-design
Use when evolving aggregate invariants, value objects or domain events in an existing DDD-style Spring Boot 3 application, or when DDD is explicitly requested. Preserve existing API…
rrezartprebreza
Spring Boot Skills
rrezartprebrezaflyway-migrations
Use when creating database migrations, schema changes, seed data, or any SQL that modifies database structure. Covers Flyway naming conventions, versioning, and safe migration patterns.
rrezartprebreza
Spring Boot Skills
rrezartprebrezajava-supply-chain-security
Use when reviewing Maven or Gradle dependency risk, SBOM coverage, vulnerability findings, or Java release provenance. Covers compatible remediation and CI trust boundaries; container…
rrezartprebreza
Spring Boot Skills
rrezartprebrezalayered-architecture
Use when generating or modifying any Spring Boot class — controllers, services, repositories, DTOs, mappers, or configuration. Enforces strict layer separation and prevents business logic…
rrezartprebreza
Spring Boot Skills
rrezartprebrezamulti-module-maven
Use when working in a multi-module Maven project. Covers parent POM conventions, shared dependency management, inter-module rules, and build ordering.
rrezartprebreza
Spring Boot Skills
rrezartprebrezaoauth2-resource-server
Use when configuring Spring Boot as an OAuth2 resource server, validating JWTs from an external auth provider (Keycloak, Auth0, Okta, Cognito), extracting claims, or implementing…
rrezartprebreza
Spring Boot Skills
rrezartprebrezaopenapi-first
Use when the project follows API-first / OpenAPI-first approach: generating controller interfaces, DTOs, and clients from an OpenAPI spec. Use when you see openapi.yaml…
rrezartprebreza
Spring Boot Skills
rrezartprebrezarest-api-conventions
Use when generating REST controllers, DTOs, success response contracts, pagination, HTTP status mapping, or API versioning. For RFC 9457 exception and error response formatting, use…
rrezartprebreza
Spring Boot Skills
rrezartprebrezaspring-ai-integration
Use when integrating LLMs, chat clients, embeddings, RAG pipelines, or AI agents into Spring Boot. Covers Spring AI ChatClient, prompt templates, embeddings, vector stores, and structured…
rrezartprebreza
Spring Boot Skills
rrezartprebrezaspring-batch
Use when building batch jobs, ETL pipelines, scheduled imports/exports, or any chunk-oriented bulk processing with Spring Batch. Covers the Spring Batch 5 / Boot 3 builder API…
rrezartprebreza
Spring Boot Skills
rrezartprebrezahateoas
Use when adding hypermedia links to REST responses, building self-describing APIs, or implementing Spring HATEOAS. Use when you see EntityModel, CollectionModel, or RepresentationModel in…
rrezartprebreza
Spring Boot Skills
rrezartprebrezahexagonal-architecture
Use when the project follows hexagonal (ports & adapters) architecture. Prevents domain code from depending on Spring or JPA. Use when you see packages like domain/, application/…
rrezartprebreza
Spring Boot Skills
rrezartprebrezamulti-tenancy
Use when implementing tenant resolution, database or schema isolation, tenant-aware JPA, reactive tenant context, migrations, caching, jobs, or authorization in Spring Boot 3.
rrezartprebreza
Spring Boot Skills
rrezartprebrezaasync-execution
Use when adding or debugging Spring @Async work, executor saturation, asynchronous failures or lost thread context. Not a substitute for durable jobs or reactive pipelines.
rrezartprebreza
Spring Boot Skills
rrezartprebrezaconfiguration-properties
Use when introducing or correcting grouped Spring Boot configuration, typed property binding, validation, profiles or secret injection. Do not rewrite unrelated single-value configuration.
rrezartprebreza
Spring Boot Skills
rrezartprebrezamcp-server
Use when exposing Spring Boot 3 application capabilities through Model Context Protocol tools, resources, or prompts. Covers Spring AI 1.x tool callback registration, transports, schemas…
rrezartprebreza
Spring Boot Skills
rrezartprebrezaresilience-retry
Use when adding retries, backoff, or concurrency protection to Spring Boot 3 / Spring Framework 6 services. Covers Spring Retry or Resilience4j selection, proxy behavior, and transaction…
rrezartprebreza
Spring Boot Skills
rrezartprebrezascheduled-tasks
Use when creating or reviewing @Scheduled jobs, cron/time-zone configuration, overlapping runs or multi-instance scheduling. Not for Spring Batch chunk/restart mechanics or arbitrary async…
rrezartprebreza
Spring Boot Skills
rrezartprebrezasecurity-audit-logging
Use when designing or reviewing security audit events, their redaction, durable storage, integrity, or failure policies in Spring Boot. General metrics and debugging logs belong to…
rrezartprebreza
Spring Boot Skills
rrezartprebrezaspring-ai-security
Use when threat-modeling or hardening a Spring AI RAG, chat, or tool-calling workflow against prompt injection, unauthorized actions, data exposure, or unbounded execution. Ordinary…
rrezartprebreza
Spring Boot Skills
rrezartprebrezacontainer-native-deployment
Use when packaging a Spring Boot 3 application as an OCI image or GraalVM native executable. Covers buildpacks, layered images, JVM containers, AOT hints, probes, security, and verification.
rrezartprebreza
Spring Boot Skills
rrezartprebrezahttp-interface-clients
Use when calling external HTTP APIs from Spring Boot 3 / Spring Framework 6 with declarative HttpExchange interfaces. Covers manual proxy registration, RestClient versus WebClient, and…
rrezartprebreza
Spring Boot Skills
rrezartprebrezaidempotency-patterns
Use when making retried HTTP commands or message processing safe against duplicate effects, including database-backed request keys, payload conflicts and concurrent retries. Do not apply…
rrezartprebreza
Spring Boot Skills
rrezartprebrezaproblem-details-rfc9457
Use when implementing exception mapping or RFC 9457 error responses in Spring Boot 3. Preserve an existing legacy error contract unless migration is requested.
rrezartprebreza
Spring Boot Skills
rrezartprebrezaevent-driven-messaging
Use when implementing Kafka, RabbitMQ, Pulsar, or JMS producers and consumers in Spring Boot 3. Covers event contracts, idempotency, retries, dead-letter handling, ordering, and outbox…
rrezartprebreza
Spring Boot Skills
rrezartprebrezaproduction-observability
Use when adding service-wide Spring Boot 3 Actuator, Micrometer metrics, distributed tracing, OpenTelemetry export, structured logging, health probes, dashboards, or alerts. Combine with…
rrezartprebreza
Spring Boot Skills
rrezartprebrezaapi-versioning
Use when versioning Spring MVC or WebFlux APIs in Spring Boot 3 / Spring Framework 6. Covers explicit URL, header, and media-type strategies, compatibility rules, and deprecation handling.
rrezartprebreza
Spring Boot Skills
rrezartprebrezanull-safety
Use when annotating nullability in Spring Boot 3 / Spring Framework 6 code, integrating Kotlin, or adding static nullability checks without assuming Spring Framework 7 JSpecify defaults.