diff --git a/.github/workflows/ci_orig.yml b/.github/workflows/ci_orig.yml
index 137ef701..2d30b2d5 100644
--- a/.github/workflows/ci_orig.yml
+++ b/.github/workflows/ci_orig.yml
@@ -9,7 +9,7 @@ jobs:
     timeout-minutes: 30
     strategy:
       matrix:
-        python-version: ['3.10']
+        python-version: ['3.10','3.11','3.12']
         aiida-version: ['stable']
 
     services:
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 97db138b..c69896ad 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -13,7 +13,7 @@ repos:
   rev: v3.15.0
   hooks:
   - id: pyupgrade
-    args: ["--py7-plus"]
+    args: ["--py310-plus"]
 
 - repo: https://github.com/PyCQA/isort
   rev: 5.13.2
diff --git a/docs/source/conf.py b/docs/source/conf.py
index a4c66014..315fe13b 100755
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -14,7 +14,6 @@
 import sys
 import time
 
-
 from aiida import load_profile
 from aiida.storage.sqlite_temp import SqliteTempBackend
 
@@ -120,7 +119,7 @@
     "source_repository": "https://github.com/stfc/aiida-mlip/",
     "source_branch": "main",
     "source_directory": "docs/",
-    }
+}
 
 
 # Add any paths that contain custom themes here, relative to this directory.
@@ -143,7 +142,7 @@
 
 # If not '', a 'Last updated on:' timestamp is inserted at every page bottom,
 # using the given strftime format.
-html_last_updated_fmt = '%b %d, %Y'
+html_last_updated_fmt = "%b %d, %Y"
 
 # If true, SmartyPants will be used to convert quotes and dashes to
 # typographically correct entities.