diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index ac693993b..b43f5bbec 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -7,7 +7,7 @@ jobs:
     name: Pre-Commit
     runs-on: ubuntu-latest
     env:
-      PYTHON_VERSION: "3.10"
+      PYTHON_VERSION: "3.11"
 
     steps:
       - name: Check out the codebase
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 5ca606fd7..10b6135ab 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -14,7 +14,7 @@ jobs:
           - single_node
       fail-fast: false
     env:
-      PYTHON_VERSION: "3.10"
+      PYTHON_VERSION: "3.11"
 
     steps:
       - name: Check out the codebase
diff --git a/README.md b/README.md
index ceff956d5..ff3f1e7ad 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@ This is based on the work from [this fork](https://github.com/212850a/k3s-ansibl
 
 If you want more context on how this works, see:
 
-📄 [Documentation](https://docs.technotim.live/posts/k3s-etcd-ansible/) (including example commands)
+📄 [Documentation](https://technotim.live/posts/k3s-etcd-ansible/) (including example commands)
 
 📺 [Watch the Video](https://www.youtube.com/watch?v=CbkEWcUZ7zM)
 
@@ -28,7 +28,7 @@ on processor architecture:
 
 ## ✅ System requirements
 
-- Control Node (the machine you are running `ansible` commands) must have Ansible 2.11+ If you need a quick primer on Ansible [you can check out my docs and setting up Ansible](https://docs.technotim.live/posts/ansible-automation/).
+- Control Node (the machine you are running `ansible` commands) must have Ansible 2.11+ If you need a quick primer on Ansible [you can check out my docs and setting up Ansible](https://technotim.live/posts/ansible-automation/).
 
 - You will also need to install collections that this playbook uses by running `ansible-galaxy collection install -r ./collections/requirements.yml` (important❗)
 
@@ -101,7 +101,7 @@ scp debian@master_ip:~/.kube/config ~/.kube/config
 
 ### 🔨 Testing your cluster
 
-See the commands [here](https://docs.technotim.live/posts/k3s-etcd-ansible/#testing-your-cluster).
+See the commands [here](https://technotim.live/posts/k3s-etcd-ansible/#testing-your-cluster).
 
 ### Troubleshooting