diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 3e9a1c1b..3416ba22 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -4,13 +4,13 @@ ci:
   autoupdate_schedule: "monthly"
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.14.14"
+    rev: "v0.15.9"
     hooks:
       - id: ruff
         args: ["--fix", "--unsafe-fixes"]
       - id: ruff-format
   - repo: https://github.com/PyCQA/autoflake
-    rev: v2.3.1
+    rev: v2.3.3
     hooks:
       - id: autoflake
         args:
@@ -38,7 +38,7 @@ repos:
         args: ["--fix=lf"]
       - id: trailing-whitespace
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.4.1
+    rev: v2.4.2
     hooks:
       - id: codespell
         args: ["--write-changes"]