diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 248ae0c0..55743168 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -24,7 +24,7 @@ repos:
     - id: end-of-file-fixer
     - id: trailing-whitespace
   - repo: https://github.com/tox-dev/pyproject-fmt
-    rev: v2.7.0
+    rev: v2.11.0
     hooks:
     - id: pyproject-fmt
   - repo: https://github.com/abravalheri/validate-pyproject
@@ -32,7 +32,7 @@ repos:
     hooks:
     - id: validate-pyproject
   - repo: https://github.com/sphinx-contrib/sphinx-lint
-    rev: v1.0.0
+    rev: v1.0.1
     hooks:
     - id: sphinx-lint
       types: [rst]
@@ -43,7 +43,7 @@ repos:
       additional_dependencies: ["toml"]
       entry: isort --profile=black
       name: isort (python)
-  - repo: https://github.com/psf/black
+  - repo: https://github.com/psf/black-pre-commit-mirror
     rev: 25.9.0
     hooks:
     - id: black
diff --git a/docs/data-processing/serialisation-formats/toml/pyproject.toml b/docs/data-processing/serialisation-formats/toml/pyproject.toml
index 260bbd2e..732e8efc 100644
--- a/docs/data-processing/serialisation-formats/toml/pyproject.toml
+++ b/docs/data-processing/serialisation-formats/toml/pyproject.toml
@@ -6,14 +6,14 @@
 line-length = 79
 
 [tool.isort]
-atomic=true
-force_grid_wrap=0
-include_trailing_comma=true
-lines_after_imports=2
-lines_between_types=1
-multi_line_output=3
-not_skip="__init__.py"
-use_parentheses=true
+atomic = true
+force_grid_wrap = 0
+include_trailing_comma = true
+lines_after_imports = 2
+lines_between_types = 1
+multi_line_output = 3
+not_skip = "__init__.py"
+use_parentheses = true
 
-known_first_party=["MY_FIRST_MODULE", "MY_SECOND_MODULE"]
-known_third_party=["mpi4py", "numpy", "requests"]
+known_first_party = [ "MY_FIRST_MODULE", "MY_SECOND_MODULE" ]
+known_third_party = [ "mpi4py", "numpy", "requests" ]
diff --git a/pyproject.toml b/pyproject.toml
index 56a12420..98a8be8f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,6 +17,7 @@ classifiers = [
   "Programming Language :: Python :: 3.11",
   "Programming Language :: Python :: 3.12",
   "Programming Language :: Python :: 3.13",
+  "Programming Language :: Python :: 3.14",
 ]
 dependencies = [  ]