diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 872cb47..8f20c93 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,11 +1,11 @@
 repos:
     - repo: https://github.com/astral-sh/ruff-pre-commit
-      rev: v0.8.4
+      rev: v0.9.2
       hooks:
           - id: ruff
             args: [--fix]
           - id: ruff-format
     - repo: https://github.com/crate-ci/typos
-      rev: v1.28.4
+      rev: dictgen-v0.3.1
       hooks:
           - id: typos
diff --git a/reasonify-headless/reasonify/utils/tool.py b/reasonify-headless/reasonify/utils/tool.py
index 5eadf16..af48d46 100644
--- a/reasonify-headless/reasonify/utils/tool.py
+++ b/reasonify-headless/reasonify/utils/tool.py
@@ -24,7 +24,7 @@ def tool[T: Callable](function: T) -> T:
 @register_component("stubs")
 @SimpleComponent
 def stubfile():
-    return f"```py\n{"\n\n".join(stubs.values())}\n```"
+    return f"```py\n{'\n\n'.join(stubs.values())}\n```"
 
 
 @tool