diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index c7383de..8416bce 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -26,12 +26,12 @@ repos:
     -   id: pyupgrade
 
 -   repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 25.12.0
+    rev: 26.3.1
     hooks:
     - id: black-jupyter
 
 -   repo: https://github.com/codespell-project/codespell
-    rev: v2.4.1
+    rev: v2.4.2
     hooks:
     - id: codespell
       files: ^.*\.(py|md|rst)$