diff --git a/requirements-dev.txt b/requirements-dev.txt
index 3d73da3..2620eed 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -28,13 +28,13 @@ mypy-extensions==0.4.3
     #   mypy
 pathspec==0.10.3
     # via black
-platformdirs==2.6.0
+platformdirs==2.6.2
     # via black
 pygls==1.0.0
     # via ruff-lsp (pyproject.toml)
 python-lsp-jsonrpc==1.0.0
     # via ruff-lsp (pyproject.toml)
-ruff==0.0.194
+ruff==0.0.203
     # via ruff-lsp (pyproject.toml)
 tomli==2.0.1
     # via
@@ -52,6 +52,7 @@ typing-extensions==4.4.0
     #   cattrs
     #   importlib-metadata
     #   mypy
+    #   platformdirs
     #   ruff-lsp (pyproject.toml)
 ujson==5.6.0
     # via python-lsp-jsonrpc
diff --git a/requirements.txt b/requirements.txt
index bbb0163..19f1d90 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -16,7 +16,7 @@ lsprotocol==2022.0.0a9
     # via pygls
 pygls==1.0.0
     # via ruff-lsp (pyproject.toml)
-ruff==0.0.194
+ruff==0.0.203
     # via ruff-lsp (pyproject.toml)
 typeguard==2.13.3
     # via pygls
diff --git a/ruff_lsp/server.py b/ruff_lsp/server.py
index 6837314..cc8478e 100755
--- a/ruff_lsp/server.py
+++ b/ruff_lsp/server.py
@@ -236,6 +236,7 @@ class Location(TypedDict):
 
 class Fix(TypedDict):
     content: str
+    message: str | None
     location: Location
     end_location: Location
 
@@ -388,13 +389,19 @@ def code_action(params: CodeActionParams) -> list[CodeAction] | None:
         for diagnostic in params.context.diagnostics:
             if diagnostic.source == "Ruff":
                 if diagnostic.data is not None:
+                    fix = cast(Fix, diagnostic.data)
+
+                    title: str
+                    if fix.get("message"):
+                        title = f"Ruff: {fix['message']}"
+                    elif diagnostic.code:
+                        title = f"Ruff: Fix {diagnostic.code}"
+                    else:
+                        title = "Ruff: Autofix"
+
                     actions.append(
                         CodeAction(
-                            title=(
-                                f"Ruff: Fix {diagnostic.code}"
-                                if diagnostic.code
-                                else "Ruff: Fix"
-                            ),
+                            title=title,
                             kind=CodeActionKind.QuickFix,
                             data=params.text_document.uri,
                             edit=_create_workspace_edit(
diff --git a/ruff_lsp/utils.py b/ruff_lsp/utils.py
index 72c7e5b..334d43d 100644
--- a/ruff_lsp/utils.py
+++ b/ruff_lsp/utils.py
@@ -86,8 +86,7 @@ def run_path(
         result = subprocess.run(
             argv,
             encoding="utf-8",
-            stdout=subprocess.PIPE,
-            stderr=subprocess.PIPE,
+            capture_output=True,
             check=False,
             cwd=cwd,
         )