diff --git a/src/main/java/de/extio/lmlib/agent/BaseAgent.java b/src/main/java/de/extio/lmlib/agent/BaseAgent.java
index 89c198f..a17a327 100644
--- a/src/main/java/de/extio/lmlib/agent/BaseAgent.java
+++ b/src/main/java/de/extio/lmlib/agent/BaseAgent.java
@@ -37,6 +37,8 @@ public interface BaseAgent {
 	static final Logger LOGGER = LoggerFactory.getLogger(BaseAgent.class);
 	
 	static final ObjectMapper objectMapper = new ObjectMapper();
+
+	int MAX_TOOL_CALL_ROUNDS = 6;
 	
 	default String name() {
 		throw new UnsupportedOperationException("Name must be implemented in the agent");
@@ -222,7 +224,7 @@ public interface BaseAgent {
 							}
 							
 							if (!completion.toolCalls().isEmpty() && responseHandler instanceof final ToolCallingAgentResponseHandler toolCallingAgentResponseHandler) {
-								if (toolCallRounds >= 6) {
+								if (toolCallRounds >= MAX_TOOL_CALL_ROUNDS) {
 									parseException = new IllegalStateException("Too many tool call rounds");
 									break;
 								}
diff --git a/src/main/java/de/extio/lmlib/client/oai/responses/OpenAiResponsesApiDialect.java b/src/main/java/de/extio/lmlib/client/oai/responses/OpenAiResponsesApiDialect.java
index cdd037d..701565e 100644
--- a/src/main/java/de/extio/lmlib/client/oai/responses/OpenAiResponsesApiDialect.java
+++ b/src/main/java/de/extio/lmlib/client/oai/responses/OpenAiResponsesApiDialect.java
@@ -64,6 +64,21 @@ public interface OpenAiResponsesApiDialect {
 		return List.of();
 	}
 
+	/**
+	 * Controls whether encrypted reasoning payloads should be requested for
+	 * stateless replay.
+	 * <p>
+	 * lm-lib defaults this to {@code true} so existing Responses tool-call loops keep
+	 * working without additional configuration.
+	 *
+	 * @param modelProfile the resolved model profile for the request
+	 * @return {@code true} to include encrypted reasoning content when replay is
+	 *         stateless, otherwise {@code false}
+	 */
+	default boolean includeEncryptedReasoningContent(final ModelProfile modelProfile) {
+		return true;
+	}
+
 	/**
 	 * Caps the number of built-in tool calls the Responses API may execute during a
 	 * single request.
diff --git a/src/main/java/de/extio/lmlib/client/oai/responses/ResponsesApiClient.java b/src/main/java/de/extio/lmlib/client/oai/responses/ResponsesApiClient.java
index f49507b..df8fb09 100644
--- a/src/main/java/de/extio/lmlib/client/oai/responses/ResponsesApiClient.java
+++ b/src/main/java/de/extio/lmlib/client/oai/responses/ResponsesApiClient.java
@@ -879,7 +879,7 @@ public class ResponsesApiClient implements Client{
 
 	private List<String> createIncludeList(final ModelProfile modelProfile, final boolean store) {
 		final var include = new LinkedHashSet<>(this.responsesDialect().include(modelProfile));
-		if (!store) {
+		if (!store && this.responsesDialect().includeEncryptedReasoningContent(modelProfile)) {
 			include.add(OpenAiResponsesApiDialect.INCLUDE_REASONING_ENCRYPTED_CONTENT);
 		}
 		return List.copyOf(include);