diff --git a/composer/tools/composer_dags.py b/composer/tools/composer_dags.py
index a5306fa52d5..ed08b0e429b 100644
--- a/composer/tools/composer_dags.py
+++ b/composer/tools/composer_dags.py
@@ -111,6 +111,22 @@ def pause_dag(
                 logger.info("Unable to pause DAG %s", dag_id)
         logger.info(command_output[1])
 
+    @staticmethod
+    def pause_all_dags(
+        project_name: str,
+        environment: str,
+        location: str,
+        sdk_endpoint: str,
+    ) -> None:
+        """Pause all the DAGs in the given environment."""
+        command = (
+            f"CLOUDSDK_API_ENDPOINT_OVERRIDES_COMPOSER={sdk_endpoint} gcloud composer environments"
+            f" run {environment} --project={project_name} --location={location}"
+            f" dags pause -- \"^(?!airflow_monitoring$).*\" --treat-dag-id-as-regex -y"
+        )
+        command_output = DAG._run_shell_command_locally_once(command=command)
+        logger.info(command_output[1])
+
     @staticmethod
     def unpause_dag(
         project_name: str,
@@ -136,6 +152,22 @@ def unpause_dag(
                 logger.info("Unable to Unpause DAG %s", dag_id)
         logger.info(command_output[1])
 
+    @staticmethod
+    def unpause_all_dags(
+        project_name: str,
+        environment: str,
+        location: str,
+        sdk_endpoint: str,
+    ) -> None:
+        """UnPause all the DAGs in the given environment."""
+        command = (
+            f"CLOUDSDK_API_ENDPOINT_OVERRIDES_COMPOSER={sdk_endpoint} gcloud composer environments"
+            f" run {environment} --project={project_name} --location={location}"
+            f" dags unpause -- \".*\" --treat-dag-id-as-regex -y"
+        )
+        command_output = DAG._run_shell_command_locally_once(command=command)
+        logger.info(command_output[1])
+
     @staticmethod
     def describe_environment(
         project_name: str, environment: str, location: str, sdk_endpoint: str
@@ -151,25 +183,7 @@ def describe_environment(
         logger.info("Environment Info:\n %s", environment_json["name"])
         return environment_json
 
-
-def main(
-    project_name: str, environment: str, location: str, operation: str, sdk_endpoint=str
-) -> int:
-    logger.info("DAG Pause/UnPause Script for Cloud Composer")
-    environment_info = DAG.describe_environment(
-        project_name=project_name,
-        environment=environment,
-        location=location,
-        sdk_endpoint=sdk_endpoint,
-    )
-    versions = DAG.COMPOSER_AF_VERSION_RE.match(
-        environment_info["config"]["softwareConfig"]["imageVersion"]
-    ).groups()
-    logger.info(
-        "Image version: %s",
-        environment_info["config"]["softwareConfig"]["imageVersion"],
-    )
-    airflow_version = (int(versions[3]), int(versions[4]), int(versions[5]))
+def legacy_operations(project_name: str, environment: str, location: str, sdk_endpoint: str, airflow_version: tuple[int, int, int], operation: str) -> None:
     list_of_dags = DAG.get_list_of_dags(
         project_name=project_name,
         environment=environment,
@@ -201,6 +215,45 @@ def main(
                 dag_id=dag,
                 airflow_version=airflow_version,
             )
+
+def modern_operations(project_name: str, environment: str, location: str, sdk_endpoint: str, operation: str) -> None:
+    if operation == "pause":
+        DAG.pause_all_dags(
+            project_name=project_name,
+            environment=environment,
+            location=location,
+            sdk_endpoint=sdk_endpoint,
+        )
+    else:
+        DAG.unpause_all_dags(
+            project_name=project_name,
+            environment=environment,
+            location=location,
+            sdk_endpoint=sdk_endpoint,
+        )
+
+def main(
+    project_name: str, environment: str, location: str, operation: str, sdk_endpoint: str
+) -> int:
+    logger.info("DAG Pause/UnPause Script for Cloud Composer")
+    environment_info = DAG.describe_environment(
+        project_name=project_name,
+        environment=environment,
+        location=location,
+        sdk_endpoint=sdk_endpoint,
+    )
+    versions = DAG.COMPOSER_AF_VERSION_RE.match(
+        environment_info["config"]["softwareConfig"]["imageVersion"]
+    ).groups()
+    logger.info(
+        "Image version: %s",
+        environment_info["config"]["softwareConfig"]["imageVersion"],
+    )
+    airflow_version = (int(versions[3]), int(versions[4]), int(versions[5]))
+    if airflow_version < (2, 9, 0):
+        legacy_operations(project_name, environment, location, sdk_endpoint, airflow_version, operation)
+    else:
+        modern_operations(project_name, environment, location, sdk_endpoint, operation)
     return 0