diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index f7fe7a8e..d6387701 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -49,10 +49,10 @@ jobs:
         os: [ windows-latest ]
         wdm-log: ['']
         include:
-          - python-version: '3.7'
-            selenium-version: '4.1.0'
+          - python-version: '3.11'
+            selenium-version: '4.6.0'
             os: ubuntu-latest
-          - python-version: '3.10'
+          - python-version: '3.11'
             selenium-version: '3.141.0'
             os: macos-latest
             wdm-log: '0'
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8944104b..5ff30cec 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,7 +1,15 @@
 # Changelog
 
 ---
-##3.7.0
+
+## 3.8.6
+- Officially support python 3.11 (3.11.1+)
+
+---
+### 3.7.1-3.8.5 changelog TBD
+
+---
+## 3.7.0
 - pytest-xdist support
 
 ## 3.6.2
diff --git a/setup.cfg b/setup.cfg
index f7d50431..05304fa3 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,5 +1,5 @@
 [bumpversion]
-current_version = 3.8.5
+current_version = 3.8.6
 commit = True
 tag = True
 
diff --git a/setup.py b/setup.py
index d8cd86de..1bcf9ab2 100644
--- a/setup.py
+++ b/setup.py
@@ -23,7 +23,7 @@
     long_description_content_type="text/markdown",
     packages=setuptools.find_packages(exclude=['tests']),
     include_package_data=True,
-    version='3.8.5',
+    version='3.8.6',
     description='Library provides the way to automatically manage drivers for different browsers',
     author='Sergey Pirogov',
     author_email='automationremarks@gmail.com',
@@ -37,6 +37,7 @@
         'Programming Language :: Python :: 3.8',
         'Programming Language :: Python :: 3.9',
         'Programming Language :: Python :: 3.10',
+        'Programming Language :: Python :: 3.11',
         'Topic :: Software Development :: '
         'Libraries :: Python Modules',
         'Operating System :: Microsoft :: Windows',
diff --git a/webdriver_manager/__init__.py b/webdriver_manager/__init__.py
index 56d5ad1d..f64508ee 100644
--- a/webdriver_manager/__init__.py
+++ b/webdriver_manager/__init__.py
@@ -1 +1 @@
-__version__ = "3.8.5"
+__version__ = "3.8.6"