diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 80d96321..9e7d11b4 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,7 +11,7 @@ ci:
 
 repos:
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: "26.1.0"
+    rev: "26.5.1"
     hooks:
       - id: black-jupyter
         exclude: dev_notes/
@@ -54,13 +54,13 @@ repos:
         args: [--prose-wrap=always]
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.15.0"
+    rev: "v0.15.14"
     hooks:
       - id: ruff
         args: ["--fix", "--show-fixes"]
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: "v1.19.1"
+    rev: "v2.1.0"
     hooks:
       - id: mypy
         files: src
@@ -69,7 +69,7 @@ repos:
           - pytest
 
   - repo: https://github.com/codespell-project/codespell
-    rev: "v2.4.1"
+    rev: "v2.4.2"
     hooks:
       - id: codespell
         args: ["--write-changes", "--ignore-words", ".codespell-whitelist"]