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quarkus-tdd

Develop and refactor Quarkus 3.x LTS services by writing tests first. Covers API responses, event handling, and asynchronous operations, with unit and integration tests plus coverage checks to show how much code is tested.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

원문원문 설명 보기

Test-driven development for Quarkus 3.x LTS using JUnit 5, Mockito, REST Assured, Camel testing, and JaCoCo. Use when adding features, fixing bugs, or refactoring event-driven services.

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이럴 때 유용합니다

  • Adding REST endpoints with tests first
  • Reproducing bugs before fixing them
  • Testing Apache Camel routes and event handling
  • Checking asynchronous failures and log context
  • Reviewing test coverage after refactoring

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  • SKILL.md24.9 KB

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

Quarkus TDD Workflow

TDD guidance for Quarkus 3.x services with 80%+ coverage (unit + integration). Optimized for event-driven architectures with Apache Camel.

When to Use

  • New features or REST endpoints
  • Bug fixes or refactors
  • Adding data access logic, security rules, or reactive streams
  • Testing Apache Camel routes and event handlers
  • Testing event-driven services with RabbitMQ
  • Testing conditional flow logic
  • Validating CompletableFuture async operations
  • Testing LogContext propagation

Workflow

  1. Write tests first (they should fail)
  2. Implement minimal code to pass
  3. Refactor with tests green
  4. Enforce coverage with JaCoCo (80%+ target)

Unit Tests with @Nested Organization

Follow this structured approach for comprehensive, readable tests:

@ExtendWith(MockitoExtension.class)
@DisplayName("OrderService Unit Tests")
class OrderServiceTest {

  @Mock
  private OrderRepository orderRepository;

  @Mock
  private EventService eventService;

  @Mock
  private FulfillmentPublisher fulfillmentPublisher;

  @InjectMocks
  private OrderService orderService;

  private CreateOrderCommand validCommand;

  @BeforeEach
  void setUp() {
    validCommand = new CreateOrderCommand(
        "customer-123",
        List.of(new OrderLine("sku-123", 2))
    );
  }

  @Nested
  @DisplayName("Tests for createOrder")
  class CreateOrder {

    @Test
    @DisplayName("Should persist order and publish fulfillment event")
    void givenValidCommand_whenCreateOrder_thenPersistsAndPublishes() {
      // ARRANGE
      doNothing().when(orderRepository).persist(any(Order.class));

      // ACT
      OrderReceipt receipt = orderService.createOrder(validCommand);

      // ASSERT
      assertThat(receipt).isNotNull();
      assertThat(receipt.customerId()).isEqualTo("customer-123");
      verify(orderRepository).persist(any(Order.class));
      verify(fulfillmentPublisher).publishAsync(receipt);
      verify(eventService).createSuccessEvent(receipt, "ORDER_CREATED");
    }

    @Test
    @DisplayName("Should reject missing customer id")
    void givenMissingCustomerId_whenCreateOrder_thenThrowsBadRequest() {
      // ARRANGE
      CreateOrderCommand invalid = new CreateOrderCommand("", validCommand.lines());

      // ACT & ASSERT
      WebApplicationException exception = assertThrows(
          WebApplicationException.class,
          () -> orderService.createOrder(invalid)
      );

      assertThat(exception.getResponse().getStatus()).isEqualTo(400);
      verify(orderRepository, never()).persist(any(Order.class));
      verify(fulfillmentPublisher, never()).publishAsync(any());
    }

    @Test
    @DisplayName("Should record error event when persistence fails")
    void givenPersistenceFailure_whenCreateOrder_thenRecordsErrorEvent() {
      // ARRANGE
      doThrow(new PersistenceException("database unavailable"))
          .when(orderRepository).persist(any(Order.class));

      // ACT & ASSERT
      PersistenceException exception = assertThrows(
          PersistenceException.class,
          () -> orderService.createOrder(validCommand)
      );

      assertThat(exception.getMessage()).contains("database unavailable");
      verify(eventService).createErrorEvent(
          eq(validCommand),
          eq("ORDER_CREATE_FAILED"),
          contains("database unavailable")
      );
      verify(fulfillmentPublisher, never()).publishAsync(any());
    }

    @Test
    @DisplayName("Should reject null commands")
    void givenNullCommand_whenCreateOrder_thenThrowsNullPointerException() {
      // ACT & ASSERT
      assertThrows(
          NullPointerException.class,
          () -> orderService.createOrder(null)
      );

      verify(orderRepository, never()).persist(any(Order.class));
    }
  }
}

Key Testing Patterns

  1. @Nested Classes: Group tests by method being tested
  2. @DisplayName: Provide readable test descriptions for test reports
  3. Naming Convention: givenX_whenY_thenZ for clarity
  4. AAA Pattern: Explicit // ARRANGE, // ACT, // ASSERT comments
  5. @BeforeEach: Setup common test data to reduce duplication
  6. assertDoesNotThrow: Test success scenarios without catching exceptions
  7. assertThrows: Test exception scenarios with message validation using AssertJ
  8. Comprehensive Coverage: Test happy paths, null inputs, edge cases, exceptions
  9. Verify Interactions: Use Mockito verify() to ensure methods are called correctly
  10. Never Verify: Use never() to ensure methods are NOT called in error scenarios

Testing Camel Routes

@QuarkusTest
@DisplayName("Business Rules Camel Route Tests")
class BusinessRulesRouteTest {

  @Inject
  CamelContext camelContext;

  @Inject
  ProducerTemplate producerTemplate;

  @InjectMock
  EventService eventService;

  @InjectMock
  DocumentValidator documentValidator;

  private BusinessRulesPayload testPayload;

  @BeforeEach
  void setUp() {
    // ARRANGE - Test data
    testPayload = new BusinessRulesPayload();
    testPayload.setDocumentId(1L);
    testPayload.setFlowProfile(FlowProfile.BASIC);
  }

  @Nested
  @DisplayName("Tests for business-rules-publisher route")
  class BusinessRulesPublisher {

    @Test
    @DisplayName("Should successfully publish message to RabbitMQ")
    void givenValidPayload_whenPublish_thenMessageSentToQueue() throws Exception {
      // ARRANGE
      MockEndpoint mockRabbitMQ = camelContext.getEndpoint("mock:rabbitmq", MockEndpoint.class);
      mockRabbitMQ.expectedMessageCount(1);

      // Replace real endpoint with mock for testing
      camelContext.getRouteController().stopRoute("business-rules-publisher");
      AdviceWith.adviceWith(camelContext, "business-rules-publisher", advice -> {
        advice.replaceFromWith("direct:business-rules-publisher");
        advice.weaveByToString(".*spring-rabbitmq.*").replace().to("mock:rabbitmq");
      });
      camelContext.getRouteController().startRoute("business-rules-publisher");

      // ACT
      producerTemplate.sendBody("direct:business-rules-publisher", testPayload);

      // ASSERT — body is a JSON String after .marshal().json(JsonLibrary.Jackson)
      mockRabbitMQ.assertIsSatisfied(5000);

      assertThat(mockRabbitMQ.getExchanges()).hasSize(1);
      String body = mockRabbitMQ.getExchanges().get(0).getIn().getBody(String.class);
      assertThat(body).contains("\"documentId\":1");
    }

    @Test
    @DisplayName("Should handle marshalling to JSON")
    void givenPayload_whenPublish_thenMarshalledToJson() throws Exception {
      // ARRANGE
      MockEndpoint mockMarshal = new MockEndpoint("mock:marshal");
      camelContext.addEndpoint("mock:marshal", mockMarshal);
      mockMarshal.expectedMessageCount(1);

      camelContext.getRouteController().stopRoute("business-rules-publisher");
      AdviceWith.adviceWith(camelContext, "business-rules-publisher", advice -> {
        advice.weaveAddLast().to("mock:marshal");
      });
      camelContext.getRouteController().startRoute("business-rules-publisher");

      // ACT
      producerTemplate.sendBody("direct:business-rules-publisher", testPayload);

      // ASSERT
      mockMarshal.assertIsSatisfied(5000);

      String body = mockMarshal.getExchanges().get(0).getIn().getBody(String.class);
      assertThat(body).contains("\"documentId\":1");
      assertThat(body).contains("\"flowProfile\":\"BASIC\"");
    }
  }

  @Nested
  @DisplayName("Tests for document-processing route")
  class DocumentProcessing {

    @Test
    @DisplayName("Should route invoice to correct processor")
    void givenInvoiceType_whenProcess_thenRoutesToInvoiceProcessor() throws Exception {
      // ARRANGE
      MockEndpoint mockInvoice = camelContext.getEndpoint("mock:invoice", MockEndpoint.class);
      mockInvoice.expectedMessageCount(1);

      camelContext.getRouteController().stopRoute("document-processing");
      AdviceWith.adviceWith(camelContext, "document-processing", advice -> {
        advice.weaveByToString(".*direct:process-invoice.*").replace().to("mock:invoice");
      });
      camelContext.getRouteController().startRoute("document-processing");

      // ACT
      producerTemplate.sendBodyAndHeader("direct:process-document",
          testPayload, "documentType", "INVOICE");

      // ASSERT
      mockInvoice.assertIsSatisfied(5000);
    }

    @Test
    @DisplayName("Should handle validation errors gracefully")
    void givenValidationError_whenProcess_thenRoutesToErrorHandler() throws Exception {
      // ARRANGE
      MockEndpoint mockError = camelContext.getEndpoint("mock:error", MockEndpoint.class);
      mockError.expectedMessageCount(1);

      camelContext.getRouteController().stopRoute("document-processing");
      AdviceWith.adviceWith(camelContext, "document-processing", advice -> {
        advice.weaveByToString(".*direct:validation-error-handler.*")
            .replace().to("mock:error");
      });
      camelContext.getRouteController().startRoute("document-processing");

      // Mock validator bean to throw exception
      when(documentValidator.validate(any())).thenThrow(new ValidationException("Invalid document"));

      // ACT
      producerTemplate.sendBody("direct:process-document", testPayload);

      // ASSERT
      mockError.assertIsSatisfied(5000);

      Exception exception = mockError.getExchanges().get(0).getException();
      assertThat(exception).isInstanceOf(ValidationException.class);
      assertThat(exception.getMessage()).contains("Invalid document");
    }
  }
}

Testing Event Services

@ExtendWith(MockitoExtension.class)
@DisplayName("EventService Unit Tests")
class EventServiceTest {

  @Mock
  private EventRepository eventRepository;

  @Mock
  private ObjectMapper objectMapper;

  @InjectMocks
  private EventService eventService;

  private BusinessRulesPayload testPayload;

  @BeforeEach
  void setUp() {
    // ARRANGE
    testPayload = new BusinessRulesPayload();
    testPayload.setDocumentId(1L);
  }

  @Nested
  @DisplayName("Tests for createSuccessEvent")
  class CreateSuccessEvent {

    @Test
    @DisplayName("Should create success event with correct attributes")
    void givenValidPayload_whenCreateSuccessEvent_thenEventPersisted() throws Exception {
      // ARRANGE
      when(objectMapper.writeValueAsString(testPayload)).thenReturn("{\"documentId\":1}");

      // ACT
      assertDoesNotThrow(() ->
          eventService.createSuccessEvent(testPayload, "DOCUMENT_PROCESSED"));

      // ASSERT
      verify(eventRepository).persist(argThat(event ->
          event.getType().equals("DOCUMENT_PROCESSED") &&
          event.getStatus() == EventStatus.SUCCESS &&
          event.getPayload().equals("{\"documentId\":1}") &&
          event.getTimestamp() != null
      ));
    }

    @Test
    @DisplayName("Should throw exception when payload is null")
    void givenNullPayload_whenCreateSuccessEvent_thenThrowsException() {
      // ARRANGE
      Object nullPayload = null;

      // ACT & ASSERT
      NullPointerException exception = assertThrows(
          NullPointerException.class,
          () -> eventService.createSuccessEvent(nullPayload, "EVENT_TYPE")
      );

      assertThat(exception.getMessage()).isEqualTo("Payload cannot be null");
      verify(eventRepository, never()).persist(any());
    }
  }

  @Nested
  @DisplayName("Tests for createErrorEvent")
  class CreateErrorEvent {

    @Test
    @DisplayName("Should create error event with error message")
    void givenError_whenCreateErrorEvent_thenEventPersistedWithMessage() throws Exception {
      // ARRANGE
      String errorMessage = "Processing failed";
      when(objectMapper.writeValueAsString(testPayload)).thenReturn("{\"documentId\":1}");

      // ACT
      assertDoesNotThrow(() ->
          eventService.createErrorEvent(testPayload, "PROCESSING_ERROR", errorMessage));

      // ASSERT
      verify(eventRepository).persist(argThat(event ->
          event.getType().equals("PROCESSING_ERROR") &&
          event.getStatus() == EventStatus.ERROR &&
          event.getErrorMessage().equals(errorMessage) &&
          event.getPayload().equals("{\"documentId\":1}")
      ));
    }

    @ParameterizedTest
    @DisplayName("Should reject invalid error messages")
    @ValueSource(strings = {"", " "})
    void givenBlankErrorMessage_whenCreateErrorEvent_thenThrowsException(String blankMessage) {
      // ACT & ASSERT
      IllegalArgumentException exception = assertThrows(
          IllegalArgumentException.class,
          () -> eventService.createErrorEvent(testPayload, "ERROR", blankMessage)
      );

      assertThat(exception.getMessage()).contains("Error message cannot be blank");
    }
  }
}

Testing CompletableFuture

@ExtendWith(MockitoExtension.class)
@DisplayName("FileStorageService Unit Tests")
class FileStorageServiceTest {

  @Mock
  private S3Client s3Client;

  @Mock
  private ExecutorService executorService;

  @InjectMocks
  private FileStorageService fileStorageService;

  private InputStream testInputStream;
  private LogContext testLogContext;

  @BeforeEach
  void setUp() {
    // ARRANGE
    testInputStream = new ByteArrayInputStream("test content".getBytes());
    testLogContext = new LogContext();
    testLogContext.put("traceId", "trace-123");
  }

  @Nested
  @DisplayName("Tests for uploadOriginalFile")
  class UploadOriginalFile {

    @Test
    @DisplayName("Should successfully upload file and return document info")
    void givenValidFile_whenUpload_thenReturnsDocumentInfo() throws Exception {
      // ARRANGE
      doAnswer(invocation -> {
        ((Runnable) invocation.getArgument(0)).run();
        return null;
      }).when(executorService).execute(any(Runnable.class));

      when(s3Client.putObject(any(PutObjectRequest.class), any(RequestBody.class)))
          .thenReturn(PutObjectResponse.builder().build());

      // ACT
      CompletableFuture<StoredDocumentInfo> future =
          fileStorageService.uploadOriginalFile(testInputStream, 1024L,
              testLogContext, InvoiceFormat.UBL);

      StoredDocumentInfo result = future.join();

      // ASSERT
      assertThat(result).isNotNull();
      assertThat(result.getPath()).isNotBlank();
      assertThat(result.getSize()).isEqualTo(1024L);
      assertThat(result.getUploadedAt()).isNotNull();

      verify(s3Client).putObject(any(PutObjectRequest.class), any(RequestBody.class));
    }

    @Test
    @DisplayName("Should handle S3 upload failure")
    void givenS3Failure_whenUpload_thenCompletableFutureFails() {
      // ARRANGE — run synchronously so exception propagates through the future
      doAnswer(invocation -> {
        ((Runnable) invocation.getArgument(0)).run();
        return null;
      }).when(executorService).execute(any(Runnable.class));

      when(s3Client.putObject(any(PutObjectRequest.class), any(RequestBody.class)))
          .thenThrow(new StorageException("S3 unavailable"));

      // ACT
      CompletableFuture<StoredDocumentInfo> future =
          fileStorageService.uploadOriginalFile(testInputStream, 1024L,
              testLogContext, InvoiceFormat.UBL);

      // ASSERT
      assertThatThrownBy(() -> future.join())
          .isInstanceOf(CompletionException.class)
          .hasCauseInstanceOf(StorageException.class)
          .hasMessageContaining("S3 unavailable");
    }

    @Test
    @DisplayName("Should propagate LogContext to async operation")
    void givenLogContext_whenUpload_thenContextPropagated() throws Exception {
      // ARRANGE
      AtomicReference<LogContext> capturedContext = new AtomicReference<>();

      doAnswer(invocation -> {
        capturedContext.set(CustomLog.getCurrentContext());
        ((Runnable) invocation.getArgument(0)).run();
        return null;
      }).when(executorService).execute(any(Runnable.class));

      // ACT
      fileStorageService.uploadOriginalFile(testInputStream, 1024L,
          testLogContext, InvoiceFormat.UBL).join();

      // ASSERT
      assertThat(capturedContext.get()).isNotNull();
      assertThat(capturedContext.get().get("traceId")).isEqualTo("trace-123");
    }
  }
}

Resource Layer Tests (REST Assured)

@QuarkusTest
@DisplayName("DocumentResource API Tests")
class DocumentResourceTest {

  @InjectMock
  DocumentService documentService;

  @Nested
  @DisplayName("Tests for GET /api/documents")
  class ListDocuments {

    @Test
    @DisplayName("Should return list of documents")
    void givenDocumentsExist_whenList_thenReturnsOk() {
      // ARRANGE
      List<Document> documents = List.of(createDocument(1L, "DOC-001"));
      when(documentService.list(0, 20)).thenReturn(documents);

      // ACT & ASSERT
      given()
          .when().get("/api/documents")
          .then()
          .statusCode(200)
          .body("$.size()", is(1))
          .body("[0].referenceNumber", equalTo("DOC-001"));
    }
  }

  @Nested
  @DisplayName("Tests for POST /api/documents")
  class CreateDocument {

    @Test
    @DisplayName("Should create document and return 201")
    void givenValidRequest_whenCreate_thenReturns201() {
      // ARRANGE
      Document document = createDocument(1L, "DOC-001");
      when(documentService.create(any())).thenReturn(document);

      // ACT & ASSERT
      given()
          .contentType(ContentType.JSON)
          .body("""
              {
                "referenceNumber": "DOC-001",
                "description": "Test document",
                "validUntil": "2030-01-01T00:00:00Z",
                "categories": ["test"]
              }
              """)
          .when().post("/api/documents")
          .then()
          .statusCode(201)
          .header("Location", containsString("/api/documents/1"))
          .body("referenceNumber", equalTo("DOC-001"));
    }

    @Test
    @DisplayName("Should return 400 for invalid input")
    void givenInvalidRequest_whenCreate_thenReturns400() {
      // ACT & ASSERT
      given()
          .contentType(ContentType.JSON)
          .body("""
              {
                "referenceNumber": "",
                "description": "Test"
              }
              """)
          .when().post("/api/documents")
          .then()
          .statusCode(400);
    }
  }

  private Document createDocument(Long id, String referenceNumber) {
    Document document = new Document();
    document.setId(id);
    document.setReferenceNumber(referenceNumber);
    document.setStatus(DocumentStatus.PENDING);
    return document;
  }
}

Integration Tests with Real Database

@QuarkusTest
@TestProfile(IntegrationTestProfile.class)
@DisplayName("Document Integration Tests")
class DocumentIntegrationTest {

  @Test
  @Transactional
  @DisplayName("Should create and retrieve document via API")
  void givenNewDocument_whenCreateAndRetrieve_thenSuccessful() {
    // ACT - Create via API
    Long id = given()
        .contentType(ContentType.JSON)
        .body("""
            {
              "referenceNumber": "INT-001",
              "description": "Integration test",
              "validUntil": "2030-01-01T00:00:00Z",
              "categories": ["test"]
            }
            """)
        .when().post("/api/documents")
        .then()
        .statusCode(201)
        .extract().path("id");

    // ASSERT - Retrieve via API
    given()
        .when().get("/api/documents/" + id)
        .then()
        .statusCode(200)
        .body("referenceNumber", equalTo("INT-001"));
  }
}

Coverage with JaCoCo

Maven Configuration (Complete)

<plugin>
  <groupId>org.jacoco</groupId>
  <artifactId>jacoco-maven-plugin</artifactId>
  <version>0.8.13</version>
  <executions>
    <!-- Prepare agent for test execution -->
    <execution>
      <id>prepare-agent</id>
      <goals>
        <goal>prepare-agent</goal>
      </goals>
    </execution>

    <!-- Generate coverage report -->
    <execution>
      <id>report</id>
      <phase>verify</phase>
      <goals>
        <goal>report</goal>
      </goals>
    </execution>

    <!-- Enforce coverage thresholds -->
    <execution>
      <id>check</id>
      <goals>
        <goal>check</goal>
      </goals>
      <configuration>
        <rules>
          <rule>
            <element>BUNDLE</element>
            <limits>
              <limit>
                <counter>LINE</counter>
                <value>COVEREDRATIO</value>
                <minimum>0.80</minimum>
              </limit>
              <limit>
                <counter>BRANCH</counter>
                <value>COVEREDRATIO</value>
                <minimum>0.70</minimum>
              </limit>
            </limits>
          </rule>
        </rules>
      </configuration>
    </execution>
  </executions>
</plugin>

Run tests with coverage:

mvn clean test
mvn jacoco:report
mvn jacoco:check

# Report at: target/site/jacoco/index.html

Test Dependencies

<dependencies>
    <!-- Quarkus Testing -->
    <dependency>
        <groupId>io.quarkus</groupId>
        <artifactId>quarkus-junit5</artifactId>
        <scope>test</scope>
    </dependency>
    <dependency>
        <groupId>io.quarkus</groupId>
        <artifactId>quarkus-junit5-mockito</artifactId>
        <scope>test</scope>
    </dependency>

    <!-- Mockito -->
    <dependency>
        <groupId>org.mockito</groupId>
        <artifactId>mockito-core</artifactId>
        <scope>test</scope>
    </dependency>

    <!-- AssertJ (preferred over JUnit assertions) -->
    <dependency>
        <groupId>org.assertj</groupId>
        <artifactId>assertj-core</artifactId>
        <version>3.24.2</version>
        <scope>test</scope>
    </dependency>

    <!-- REST Assured -->
    <dependency>
        <groupId>io.rest-assured</groupId>
        <artifactId>rest-assured</artifactId>
        <scope>test</scope>
    </dependency>

    <!-- Camel Testing -->
    <dependency>
        <groupId>org.apache.camel.quarkus</groupId>
        <artifactId>camel-quarkus-junit5</artifactId>
        <scope>test</scope>
    </dependency>
</dependencies>

Best Practices

Test Organization

  • Use @Nested classes to group tests by method being tested
  • Use @DisplayName for readable test descriptions visible in reports
  • Follow givenX_whenY_thenZ naming convention for test methods
  • Use @BeforeEach for common test data setup to reduce duplication

Test Structure

  • Follow AAA pattern with explicit comments (// ARRANGE, // ACT, // ASSERT)
  • Use assertDoesNotThrow for success scenarios
  • Use assertThrows for exception scenarios with message validation
  • Verify exception messages match expected values using AssertJ contains() or isEqualTo()

Test Coverage

  • Test happy paths for all public methods
  • Test null input handling
  • Test edge cases (empty collections, boundary values, negative IDs, blank strings)
  • Test exception scenarios comprehensively
  • Mock all external dependencies (repositories, services, Camel endpoints)
  • Aim for 80%+ line coverage, 70%+ branch coverage

Assertions

  • Prefer AssertJ (assertThat) over JUnit assertions for value checks
  • Use fluent AssertJ API for readability: assertThat(list).hasSize(3).contains(item)
  • For exceptions: use JUnit assertThrows to capture, then AssertJ to validate the message
  • For non-throwing success paths: use JUnit assertDoesNotThrow
  • For collections: extracting(), filteredOn(), containsExactly()

Testing Integration

  • Use @QuarkusTest for integration tests
  • Use @InjectMock to mock dependencies in Quarkus tests
  • Prefer REST Assured for API testing
  • Use @TestProfile for test-specific configuration

Event-Driven Testing

  • Test Camel routes with AdviceWith and MockEndpoint
  • Use @CamelQuarkusTest annotation (if using standalone Camel tests)
  • Verify message content, headers, and routing logic
  • Test error handling routes separately
  • Mock external systems (RabbitMQ, S3, databases) in unit tests

Camel Route Testing

  • Use MockEndpoint for asserting message flow
  • Use AdviceWith to modify routes for testing (replace endpoints with mocks)
  • Test message transformation and marshalling
  • Test exception handling and dead letter queues

Testing Async Operations

  • Test CompletableFuture success and failure scenarios
  • Use .join() in tests to wait for async completion
  • Test exception propagation from CompletableFuture
  • Verify LogContext propagation to async operations

Performance

  • Keep tests fast and isolated
  • Run tests in continuous mode: mvn quarkus:test
  • Use parameterized tests (@ParameterizedTest) for input variations
  • Build reusable test data builders or factory methods

Quarkus-Specific

  • Stay on latest LTS version (Quarkus 3.x)
  • Test native compilation compatibility periodically
  • Use Quarkus test profiles for different scenarios
  • Leverage Quarkus dev services for local testing
  • Use @InjectMock instead of @MockBean (Quarkus-specific)

Verification Best Practices

  • Always verify interactions on mocked dependencies
  • Use verify(mock, never()) to ensure methods are NOT called in error scenarios
  • Use argThat() for complex argument matching
  • Verify the order of calls when it matters: InOrder from Mockito

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  • Reviewing keyboard navigation and modal focus
  • Checking contrast and control sizes
affaan-m/ECC28.3만2026년 10월 16일 업데이트

Investigate unreliable AI agents across 12 layers, including instructions, memory, tool execution, and display. Use code and logs to trace failures, rank findings by severity, and produce an ordered repair plan that prioritizes code changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Investigating failures that appear only inside an agent application
  • Tracing old conversation content leaking into new sessions
  • Checking skipped or falsely claimed tool execution
affaan-m/ECC28.3만2026년 10월 16일 업데이트

agent-eval

무료요약 있음AI 평가 80점

실제 개발 과제로 여러 코딩 에이전트를 비교합니다. 성공률, 확인 가능한 API 비용, 소요 시간과 반복 실행의 안정성을 측정해 도입 결정과 업데이트 후 평가에 활용합니다.

  • 실제 개발 과제로 에이전트를 비교합니다
  • 새 도구나 모델을 도입하기 전에 평가합니다
  • 에이전트 업데이트 후 성능을 확인합니다
affaan-m/ECC28.3만2026년 10월 16일 업데이트

Design and refine an AI agent’s available actions, tool inputs, and result formats. Define recovery steps for errors, manage the information kept in context, and evaluate changes through completion rates, retries, and cost per successful task.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Define an AI agent’s tool set and input formats
  • Make tool results and next steps easier to interpret
  • Specify safe retries and stopping conditions
affaan-m/ECC28.3만2026년 10월 16일 업데이트

Diagnose AI agent runs that fail repeatedly, loop through tools, or lose track of the task. Capture errors and environment details, test a focused recovery action, and produce a report explaining the evidence and outcome.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Diagnosing repeated failures in an agent run
  • Investigating loops through the same tool calls
  • Reviewing output degradation as context grows
affaan-m/ECC28.3만2026년 10월 5일 업데이트

agent-introspection-debugging

무료요약 있음AI 평가 100점

AI 에이전트의 반복 실패와 도구 사용을 기록하고 원인을 좁힙니다. 영향이 제한된 복구 작업과 결과 보고를 통해 근거 있는 재시도를 돕습니다.

  • 같은 도구 작업을 반복하는 원인 조사
  • 대화 증가에 따른 출력 품질 저하 조사
  • 파일 경로와 환경 불일치 확인
affaan-m/ECC28.3만2026년 10월 16일 업데이트

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