diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 714b133..b0170b9 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -25,13 +25,13 @@ repos:
   - id: trailing-whitespace
 
 - repo: https://github.com/psf/black-pre-commit-mirror
-  rev: "25.12.0"
+  rev: "26.10.0"
   hooks:
   - id: black-jupyter
     args: ["--line-length", "99"]
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: "v0.14.10"
+  rev: "v0.16.10"
   hooks:
     - id: ruff
       args: ["--fix", "--show-fixes"]
@@ -42,14 +42,14 @@ repos:
   - id: setup-cfg-fmt
 
 - repo: https://github.com/pre-commit/mirrors-mypy
-  rev: "v1.19.1"
+  rev: "v2.4.0"
   hooks:
     - id: mypy
       files: src
       stages: [manual]
 
 - repo: https://github.com/kynan/nbstripout
-  rev: "0.8.2"
+  rev: "0.9.1"
   hooks:
     - id: nbstripout
       args: ["--drop-empty-cells",
@@ -62,13 +62,13 @@ repos:
     stages: [manual]
 
 - repo: https://github.com/codespell-project/codespell
-  rev: "v2.4.1"
+  rev: "v2.4.3"
   hooks:
   - id: codespell
     args: ["-L", ""]
 
 - repo: https://github.com/shellcheck-py/shellcheck-py
-  rev: "v0.11.0.1"
+  rev: "v0.11.0.1-1"
   hooks:
   - id: shellcheck