diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f0f562e..30c6816 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -21,7 +21,7 @@ repos:
   #    - id: mypy
   #      additional_dependencies: [types-all]
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.4.0
+    rev: v6.0.0
     hooks:
       - id: check-added-large-files
         exclude: \.(geojson)$
@@ -31,13 +31,13 @@ repos:
       - id: end-of-file-fixer
       - id: trailing-whitespace
         args: ["--markdown-linebreak-ext=md"]
-  - repo: https://github.com/psf/black
-    rev: 23.9.1
+  - repo: https://github.com/psf/black-pre-commit-mirror
+    rev: 25.11.0
     hooks:
       - id: black
         language_version: python3
   - repo: https://github.com/pre-commit/mirrors-prettier
-    rev: v3.0.3 # Use the sha or tag you want to point at
+    rev: v4.0.0-alpha.8 # Use the sha or tag you want to point at
     hooks:
       - id: prettier
         args: ["--ignore-path=./superset-frontend/.prettierignore"]
@@ -49,6 +49,6 @@ repos:
       - id: blacklist
         args: ["--blacklisted-names=make_url", "--ignore=tests/"]
   - repo: https://github.com/pycqa/flake8
-    rev: '6.1.0'
+    rev: '7.3.0'
     hooks:
       - id: flake8
diff --git a/examples/python_examples.py b/examples/python_examples.py
index 229c949..5988d6e 100644
--- a/examples/python_examples.py
+++ b/examples/python_examples.py
@@ -1,4 +1,5 @@
 """An example of how to test Python code generating prompts"""
+
 import re
 
 # Brining some "prompt generator" classes
diff --git a/examples/readme_examples.py b/examples/readme_examples.py
index c34c5d3..410bfda 100644
--- a/examples/readme_examples.py
+++ b/examples/readme_examples.py
@@ -3,6 +3,7 @@
 
 to run, simply execute `p9e ./examples/readme_examples.py`
 """
+
 # Brining some "prompt generator" classes
 from promptimize.prompt_cases import PromptCase, TemplatedPromptCase
 
diff --git a/examples/readme_hello_world.py b/examples/readme_hello_world.py
index 4910ea3..b281fa9 100644
--- a/examples/readme_hello_world.py
+++ b/examples/readme_hello_world.py
@@ -3,6 +3,7 @@
 
 to run, simply execute `p9e ./examples/readme_examples.py`
 """
+
 # Brining some "prompt generator" classes
 from promptimize.prompt_cases import PromptCase
 
diff --git a/promptimize/suite.py b/promptimize/suite.py
index 88e20ce..a43dca5 100644
--- a/promptimize/suite.py
+++ b/promptimize/suite.py
@@ -3,6 +3,7 @@
 use cases (prompts) to be tested. It allows running the tests, displaying
 results, and serializing the summary of the suite.
 """
+
 import random
 from typing import Any, Dict, List, Optional, Union