diff --git a/python/ray/autoscaler/cli_logger.py b/python/ray/autoscaler/cli_logger.py
index 0fc059d51..4461dffda 100644
--- a/python/ray/autoscaler/cli_logger.py
+++ b/python/ray/autoscaler/cli_logger.py
@@ -268,7 +268,7 @@ class _CliLogger():
             self.pretty = _isatty()
         elif self._log_style == "record":
             self.pretty = False
-            self.color_mode = "false"
+            self._set_color_mode("false")
         elif self._log_style == "pretty":
             self.pretty = True
 
diff --git a/python/ray/autoscaler/commands.py b/python/ray/autoscaler/commands.py
index 2b62441a2..1b4b5c6f2 100644
--- a/python/ray/autoscaler/commands.py
+++ b/python/ray/autoscaler/commands.py
@@ -117,17 +117,6 @@ def create_or_update_cluster(config_file: str,
     else:
         cmd_output_util.set_output_redirected(redirect_command_output)
 
-    if use_login_shells:
-        cli_logger.warning(
-            "Commands running under a login shell can produce more "
-            "output than special processing can handle.")
-        cli_logger.warning(
-            "Thus, the output from subcommands will be logged as is.")
-        cli_logger.warning(
-            "Consider using {}, {}.", cf.bold("--use-normal-shells"),
-            cf.underlined("if you tested your workflow and it is compatible"))
-        cli_logger.newline()
-
     def handle_yaml_error(e):
         cli_logger.error("Cluster config invalid")
         cli_logger.newline()
@@ -508,7 +497,6 @@ def get_or_create_head_node(config,
                                                config["cluster_name"]))
 
     config = copy.deepcopy(config)
-    raw_config_file = config_file  # used for printing to the user
     config_file = os.path.abspath(config_file)
     try:
         head_node_tags = {
@@ -741,12 +729,12 @@ def get_or_create_head_node(config,
         with cli_logger.group("Useful commands"):
             cli_logger.print("Monitor autoscaling with")
             cli_logger.print(
-                cf.bold("  ray exec {}{} {}"), raw_config_file, modifiers,
+                cf.bold("  ray exec {}{} {}"), config_file, modifiers,
                 quote(monitor_str))
 
             cli_logger.print("Connect to a terminal on the cluster head")
             cli_logger.print(
-                cf.bold("  ray attach {}{}"), raw_config_file, modifiers)
+                cf.bold("  ray attach {}{}"), config_file, modifiers)
     finally:
         provider.cleanup()
 
diff --git a/python/ray/tests/test_cli_patterns/test_ray_up.txt b/python/ray/tests/test_cli_patterns/test_ray_up.txt
index 5804f5825..3ae4349bf 100644
--- a/python/ray/tests/test_cli_patterns/test_ray_up.txt
+++ b/python/ray/tests/test_cli_patterns/test_ray_up.txt
@@ -1,7 +1,3 @@
-Commands running under a login shell can produce more output than special processing can handle\.
-Thus, the output from subcommands will be logged as is\.
-Consider using --use-normal-shells, if you tested your workflow and it is compatible\.
-
 Cluster configuration valid
 Cluster: test-cli
 
@@ -45,6 +41,6 @@ Acquiring an up-to-date head node
 
 Useful commands
   Monitor autoscaling with
-    ray exec .+ 'tail -n 100 -f /tmp/ray/session_\*/logs/monitor\*'
+    ray exec .+ 'tail -n 100 -f /tmp/ray/session_latest/logs/monitor\*'
   Connect to a terminal on the cluster head
     ray attach .+
diff --git a/python/ray/tests/test_cli_patterns/test_ray_up_record.txt b/python/ray/tests/test_cli_patterns/test_ray_up_record.txt
index 8021628ca..0aa137248 100644
--- a/python/ray/tests/test_cli_patterns/test_ray_up_record.txt
+++ b/python/ray/tests/test_cli_patterns/test_ray_up_record.txt
@@ -1,6 +1,3 @@
-.+\.py.*Commands running under a login shell can produce more output than special processing can handle\.
-.+\.py.*Thus, the output from subcommands will be logged as is\.
-.+\.py.*Consider using --use-normal-shells, if you tested your workflow and it is compatible\.
 .+\.py.*Cluster configuration valid
 .+\.py.*Cluster: test-cli
 .+\.py.*Bootstrapping AWS config