diff --git a/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/AndroidGradleUtils.groovy b/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/AndroidGradleUtils.groovy
index cc9fa64bd25..77e918d25f4 100644
--- a/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/AndroidGradleUtils.groovy
+++ b/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/AndroidGradleUtils.groovy
@@ -1,19 +1,20 @@
 package datadog.trace.instrumentation.gradle
 
+
 import datadog.trace.api.civisibility.domain.BuildModuleLayout
 import datadog.trace.api.civisibility.domain.SourceSet
 import org.gradle.api.Project
 import org.gradle.api.file.FileTree
-import org.gradle.api.logging.Logger
-import org.gradle.api.logging.Logging
 import org.gradle.api.tasks.testing.Test
+import org.slf4j.Logger
+import org.slf4j.LoggerFactory
 
 import java.nio.file.Files
 import java.nio.file.Paths
 
 class AndroidGradleUtils {
 
-  private static final Logger LOGGER = Logging.getLogger(AndroidGradleUtils)
+  private static final Logger LOGGER = LoggerFactory.getLogger(AndroidGradleUtils)
 
   static BuildModuleLayout getAndroidModuleLayout(Project project, Test task) {
     try {
@@ -22,6 +23,7 @@ class AndroidGradleUtils {
         return null
       }
 
+      LOGGER.debug("Found Android plugin variant: {} for task {}", variant.name, task.path)
       def sources = getSources(variant)
       def destinations = getDestinations(variant, project)
       return new BuildModuleLayout(Collections.singletonList(new SourceSet(SourceSet.Type.CODE, sources, destinations)))
@@ -37,6 +39,7 @@ class AndroidGradleUtils {
       ?: project.plugins.findPlugin('com.android.application')
       ?: project.plugins.findPlugin('com.android.library')
 
+    LOGGER.debug("Found Android plugin: {}", androidPlugin.getClass().getName())
     def variants
     if (androidPlugin.class.simpleName == 'LibraryPlugin') {
       variants = project.android.libraryVariants
@@ -88,6 +91,8 @@ class AndroidGradleUtils {
     } else {
       destinationsTree = javaTree
     }
+
+    LOGGER.debug("Using destination tree: {}", destinationsTree.sourceTrees)
     return destinationsTree.files
   }
 
diff --git a/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityGradleListenerInjector_8_10.java b/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityGradleListenerInjector_8_10.java
index fae91e28997..5b2f325517b 100644
--- a/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityGradleListenerInjector_8_10.java
+++ b/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityGradleListenerInjector_8_10.java
@@ -3,17 +3,17 @@
 import java.lang.reflect.Method;
 import java.lang.reflect.Proxy;
 import java.util.Arrays;
-import org.gradle.api.logging.Logger;
-import org.gradle.api.logging.Logging;
 import org.gradle.initialization.ClassLoaderRegistry;
 import org.gradle.internal.service.DefaultServiceRegistry;
 import org.gradle.internal.service.ServiceRegistration;
 import org.gradle.internal.service.ServiceRegistry;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 public class CiVisibilityGradleListenerInjector_8_10 {
 
   private static final Logger LOGGER =
-      Logging.getLogger(CiVisibilityGradleListenerInjector_8_10.class);
+      LoggerFactory.getLogger(CiVisibilityGradleListenerInjector_8_10.class);
 
   /**
    * Performs listener injection for Gradle v8.10+. As the tracer currently uses v8.4, some of the
diff --git a/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityGradleListenerInjector_8_3.java b/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityGradleListenerInjector_8_3.java
index 74b3344f245..8b228c60190 100644
--- a/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityGradleListenerInjector_8_3.java
+++ b/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityGradleListenerInjector_8_3.java
@@ -1,16 +1,16 @@
 package datadog.trace.instrumentation.gradle;
 
 import java.util.Arrays;
-import org.gradle.api.logging.Logger;
-import org.gradle.api.logging.Logging;
 import org.gradle.initialization.ClassLoaderRegistry;
 import org.gradle.internal.service.DefaultServiceRegistry;
 import org.gradle.internal.service.ServiceRegistry;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 public class CiVisibilityGradleListenerInjector_8_3 {
 
   private static final Logger LOGGER =
-      Logging.getLogger(CiVisibilityGradleListenerInjector_8_3.class);
+      LoggerFactory.getLogger(CiVisibilityGradleListenerInjector_8_3.class);
 
   /** Performs listener injection for Gradle v8.3 - 8.9 */
   public static void injectCiVisibilityGradleListener(
diff --git a/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityPlugin.java b/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityPlugin.java
index 8ee6c6bb54b..6ac57672d66 100644
--- a/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityPlugin.java
+++ b/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityPlugin.java
@@ -15,18 +15,18 @@
 import org.gradle.api.Project;
 import org.gradle.api.artifacts.Configuration;
 import org.gradle.api.file.SourceDirectorySet;
-import org.gradle.api.logging.Logger;
-import org.gradle.api.logging.Logging;
 import org.gradle.api.tasks.SourceSet;
 import org.gradle.api.tasks.SourceSetContainer;
 import org.gradle.api.tasks.SourceSetOutput;
 import org.gradle.api.tasks.compile.JavaCompile;
 import org.gradle.api.tasks.testing.Test;
 import org.gradle.testing.jacoco.plugins.JacocoPluginExtension;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 public abstract class CiVisibilityPlugin implements Plugin<Project> {
 
-  private static final Logger LOGGER = Logging.getLogger(CiVisibilityPlugin.class);
+  private static final Logger LOGGER = LoggerFactory.getLogger(CiVisibilityPlugin.class);
 
   private static final String PLUGIN_EXTENSION_NAME = "dd-ci-visibility";
   private static final String JACOCO_PLUGIN_ID = "jacoco";
diff --git a/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityPluginExtension.java b/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityPluginExtension.java
index e39e07230b0..78a67b04d76 100644
--- a/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityPluginExtension.java
+++ b/dd-java-agent/instrumentation/gradle-8.3/src/main/groovy/datadog/trace/instrumentation/gradle/CiVisibilityPluginExtension.java
@@ -11,8 +11,6 @@
 import java.util.stream.Collectors;
 import javax.inject.Inject;
 import org.gradle.api.file.FileCollection;
-import org.gradle.api.logging.Logger;
-import org.gradle.api.logging.Logging;
 import org.gradle.api.model.ObjectFactory;
 import org.gradle.api.provider.Property;
 import org.gradle.api.services.ServiceReference;
@@ -24,10 +22,12 @@
 import org.gradle.jvm.toolchain.JavaLauncher;
 import org.gradle.process.CommandLineArgumentProvider;
 import org.gradle.testing.jacoco.plugins.JacocoTaskExtension;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 public abstract class CiVisibilityPluginExtension {
 
-  private static final Logger LOGGER = Logging.getLogger(CiVisibilityPluginExtension.class);
+  private static final Logger LOGGER = LoggerFactory.getLogger(CiVisibilityPluginExtension.class);
 
   public static final String MODULE_LAYOUT_PROPERTY = "moduleLayout";