diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 232359a..69be581 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,7 +1,7 @@
 repos:
   # ruff PyPARRM
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.9.2
+    rev: v0.9.3
     hooks:
       - id: ruff
         name: ruff lint pyparrm
@@ -10,7 +10,7 @@ repos:
 
   # ruff examples
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.9.2
+    rev: v0.9.3
     hooks:
       - id: ruff
         name: ruff lint examples
@@ -19,7 +19,7 @@ repos:
 
   # codespell
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.3.0
+    rev: v2.4.0
     hooks:
       - id: codespell
         additional_dependencies: