diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 36035b7..847acde 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -5,7 +5,7 @@ ci:
 
 repos:
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: "25.1.0"
+    rev: "26.5.0"
     hooks:
       - id: black-jupyter
 
@@ -49,7 +49,7 @@ repos:
         args: [--prose-wrap=always]
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.13.0"
+    rev: "v0.15.13"
     hooks:
       - id: ruff
         args: ["--fix", "--show-fixes"]
@@ -65,7 +65,7 @@ repos:
   #         - pytest
 
   - repo: https://github.com/codespell-project/codespell
-    rev: "v2.4.1"
+    rev: "v2.4.2"
     hooks:
       - id: codespell
         additional_dependencies:
@@ -92,12 +92,12 @@ repos:
         exclude: .pre-commit-config.yaml
 
   - repo: https://github.com/abravalheri/validate-pyproject
-    rev: v0.24.1
+    rev: v0.25
     hooks:
       - id: validate-pyproject
 
   - repo: https://github.com/python-jsonschema/check-jsonschema
-    rev: 0.33.3
+    rev: 0.37.2
     hooks:
       - id: check-dependabot
       - id: check-github-workflows