diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index d6f79c22b..bdda0c530 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -17,11 +17,11 @@ jobs:
     strategy:
       max-parallel: 5
       matrix:
-        python-version: [3.6, 3.7, 3.8, 3.9]
+        python-version: ["3.6", "3.7", "3.8", "3.9", "3.10", "3.11"]
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install dependencies
diff --git a/.gitignore b/.gitignore
index d4d6156d0..a090a0754 100644
--- a/.gitignore
+++ b/.gitignore
@@ -103,6 +103,9 @@ ENV/
 # mypy
 .mypy_cache/
 
+#ruff
+.ruff_cache
+
 # vim
 *.swp
 *.swo
diff --git a/tox.ini b/tox.ini
index e033f6e49..c9d05f77b 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,5 +1,5 @@
 [tox]
-envlist = py36, py37, py38, py39, coverage, lint
+envlist = py36, py37, py38, py39, py310, py311, coverage, lint
 
 [gh-actions]
 python =
@@ -7,6 +7,8 @@ python =
     3.7: py37
     3.8: py38
     3.9: py39
+    3.10: py310
+    3.11: py311
 
 [testenv]
 basepython =
@@ -14,6 +16,8 @@ basepython =
     py37: python3.7
     py38: python3.8
     py39: python3.9
+    py310: python3.10
+    py311: python3.11
     py3: python3.6
 
 commands =