diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 3e1da5c..2ceab0c 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: v0.15.8
+    rev: v0.15.9
     hooks:
       - id: ruff
         name: ruff lint pyparrm
@@ -10,7 +10,7 @@ repos:
 
   # ruff examples
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.15.8
+    rev: v0.15.9
     hooks:
       - id: ruff
         name: ruff lint examples