diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index fe16046..6b95dab 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -16,7 +16,7 @@ ci:
 repos:
   # Autoformat: Python code, syntax patterns are modernized
   - repo: https://github.com/asottile/pyupgrade
-    rev: v3.15.0
+    rev: v3.16.0
     hooks:
       - id: pyupgrade
         args:
@@ -24,7 +24,7 @@ repos:
 
   # Autoformat: Python code
   - repo: https://github.com/PyCQA/autoflake
-    rev: v2.2.1
+    rev: v2.3.1
     hooks:
       - id: autoflake
         # args ref: https://github.com/PyCQA/autoflake#advanced-usage
@@ -33,25 +33,25 @@ repos:
 
   # Autoformat: Python code
   - repo: https://github.com/pycqa/isort
-    rev: 5.12.0
+    rev: 5.13.2
     hooks:
       - id: isort
 
   # Autoformat: Python code
   - repo: https://github.com/psf/black
-    rev: 23.10.1
+    rev: 24.4.2
     hooks:
       - id: black
 
   # Autoformat: markdown, yaml, javascript (see the file .prettierignore)
   - repo: https://github.com/pre-commit/mirrors-prettier
-    rev: v3.0.3
+    rev: v4.0.0-alpha.8
     hooks:
       - id: prettier
 
   # Autoformat and linting, misc. details
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.5.0
+    rev: v4.6.0
     hooks:
       - id: end-of-file-fixer
       - id: requirements-txt-fixer
@@ -60,13 +60,13 @@ repos:
 
   # Linting: Python code (see the file .flake8)
   - repo: https://github.com/PyCQA/flake8
-    rev: "6.1.0"
+    rev: "7.1.0"
     hooks:
       - id: flake8
 
   # formatting notebooks
   - repo: https://github.com/nbQA-dev/nbQA
-    rev: 1.7.0
+    rev: 1.8.5
     hooks:
       - id: nbqa-pyupgrade
         args: