diff --git a/fluent/agentic/src/main/java/io/serverlessworkflow/fluent/agentic/AgentAdapters.java b/fluent/agentic/src/main/java/io/serverlessworkflow/fluent/agentic/AgentAdapters.java
index eafd2a82..3b463644 100644
--- a/fluent/agentic/src/main/java/io/serverlessworkflow/fluent/agentic/AgentAdapters.java
+++ b/fluent/agentic/src/main/java/io/serverlessworkflow/fluent/agentic/AgentAdapters.java
@@ -15,9 +15,9 @@
  */
 package io.serverlessworkflow.fluent.agentic;
 
-import static dev.langchain4j.agentic.internal.AgentExecutor.agentsToExecutors;
+import static dev.langchain4j.agentic.internal.AgentUtil.agentsToExecutors;
 
-import dev.langchain4j.agentic.Cognisphere;
+import dev.langchain4j.agentic.cognisphere.Cognisphere;
 import dev.langchain4j.agentic.internal.AgentExecutor;
 import dev.langchain4j.agentic.internal.AgentInstance;
 import io.serverlessworkflow.impl.expressions.LoopPredicateIndex;
@@ -27,10 +27,11 @@
 import java.util.stream.Stream;
 
 public final class AgentAdapters {
+
   private AgentAdapters() {}
 
   public static List<AgentExecutor> toExecutors(Object... agents) {
-    return agentsToExecutors(Stream.of(agents).map(AgentInstance.class::cast).toList());
+    return agentsToExecutors(Stream.of(agents).map(AgentInstance.class::cast).toArray());
   }
 
   public static Function<Cognisphere, Object> toFunction(AgentExecutor exec) {
diff --git a/fluent/agentic/src/main/java/io/serverlessworkflow/fluent/agentic/LoopAgentsBuilder.java b/fluent/agentic/src/main/java/io/serverlessworkflow/fluent/agentic/LoopAgentsBuilder.java
index 732b4c95..31f00316 100644
--- a/fluent/agentic/src/main/java/io/serverlessworkflow/fluent/agentic/LoopAgentsBuilder.java
+++ b/fluent/agentic/src/main/java/io/serverlessworkflow/fluent/agentic/LoopAgentsBuilder.java
@@ -15,7 +15,7 @@
  */
 package io.serverlessworkflow.fluent.agentic;
 
-import dev.langchain4j.agentic.Cognisphere;
+import dev.langchain4j.agentic.cognisphere.Cognisphere;
 import dev.langchain4j.agentic.internal.AgentExecutor;
 import io.serverlessworkflow.api.types.ForTaskConfiguration;
 import io.serverlessworkflow.api.types.func.ForTaskFunction;
diff --git a/fluent/agentic/src/test/java/io/serverlessworkflow/fluent/agentic/AgentWorkflowBuilderTest.java b/fluent/agentic/src/test/java/io/serverlessworkflow/fluent/agentic/AgentWorkflowBuilderTest.java
index e34652c5..8ba84630 100644
--- a/fluent/agentic/src/test/java/io/serverlessworkflow/fluent/agentic/AgentWorkflowBuilderTest.java
+++ b/fluent/agentic/src/test/java/io/serverlessworkflow/fluent/agentic/AgentWorkflowBuilderTest.java
@@ -24,7 +24,7 @@
 import static org.mockito.Mockito.spy;
 
 import dev.langchain4j.agentic.AgentServices;
-import dev.langchain4j.agentic.Cognisphere;
+import dev.langchain4j.agentic.cognisphere.Cognisphere;
 import io.serverlessworkflow.api.types.ForkTask;
 import io.serverlessworkflow.api.types.Task;
 import io.serverlessworkflow.api.types.TaskItem;