From fb0e1594aaed149979d4508e448f54657a3e8332 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 2 Nov 2026 22:05:22 +0000
Subject: [PATCH 1/2] [pre-commit.ci] pre-commit autoupdate
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/pycqa/isort: 10.0.0b1 → 10.0.0b2](https://github.com/pycqa/isort/compare/10.0.0b1...10.0.0b2)
---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index eb25174e..3f4916ed 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -22,7 +22,7 @@ repos:
   - id: pyupgrade
     args: [--py311-plus]
 - repo: https://github.com/pycqa/isort
-  rev: 10.0.0b1
+  rev: 10.0.0b2
   hooks:
   - id: isort
 - repo: https://github.com/psf/black-pre-commit-mirror

From cc220e357770c4a798799f816ccfec7a25a1e7f1 Mon Sep 17 00:00:00 2001
From: Feramance <techagius2093@gmail.com>
Date: Wed, 4 Nov 2026 21:26:26 +0100
Subject: [PATCH 2/2] fix(ci): use available Python 3.12 patch releases

---
 .github/workflows/ci.yml            | 4 ++--
 .github/workflows/pull_requests.yml | 6 +++---
 .github/workflows/release.yml       | 2 +-
 docs/development/testing.md         | 4 ++++
 4 files changed, 10 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 56a22803..a5a0d401 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -17,7 +17,7 @@ jobs:
     - name: Set up Python
       uses: actions/setup-python@v7.1.0
       with:
-        python-version: 3.12.2
+        python-version: '3.12'
         cache: pip
         cache-dependency-path: |
           setup.cfg
@@ -54,7 +54,7 @@ jobs:
     - name: Set up Python
       uses: actions/setup-python@v7.1.0
       with:
-        python-version: 3.12.2
+        python-version: '3.12'
         cache: pip
         cache-dependency-path: |
           setup.cfg
diff --git a/.github/workflows/pull_requests.yml b/.github/workflows/pull_requests.yml
index 06370c26..fd125bb9 100644
--- a/.github/workflows/pull_requests.yml
+++ b/.github/workflows/pull_requests.yml
@@ -26,7 +26,7 @@ jobs:
     - name: Set up Python
       uses: actions/setup-python@v7.1.0
       with:
-        python-version: 3.12.2
+        python-version: '3.12'
         cache: pip
         cache-dependency-path: |
           setup.cfg
@@ -75,7 +75,7 @@ jobs:
     - name: Set up Python
       uses: actions/setup-python@v7.1.0
       with:
-        python-version: 3.12.2
+        python-version: '3.12'
         cache: pip
         cache-dependency-path: |
           setup.cfg
@@ -95,7 +95,7 @@ jobs:
       fail-fast: false
       matrix:
         python:
-        - 3.12.2
+        - '3.12'
         os:
         - windows-2025-vs2026
         - macOS-latest
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 49832aa7..3948bbf6 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -248,7 +248,7 @@ jobs:
       fail-fast: false
       matrix:
         python:
-        - 3.12.2
+        - '3.12'
         os:
         - windows-2025-vs2026
         - macOS-latest
diff --git a/docs/development/testing.md b/docs/development/testing.md
index 0c7ec658..b697caae 100644
--- a/docs/development/testing.md
+++ b/docs/development/testing.md
@@ -403,3 +403,7 @@ cd webui && npm test
 - [Development Guide](index.md) - Complete development setup
 - [Contributing](contributing.md) - Contribution guidelines
 - [Code Style](code-style.md) - Code formatting rules
+
+## CI Python version
+
+GitHub Actions selects the latest available Python 3.12 patch release for backend checks and packaged builds. Using the minor version keeps the runtime compatible with updated hosted runner images.