diff --git a/.github/cdk/main.ts b/.github/cdk/main.ts
index d5832f5a..99a32975 100644
--- a/.github/cdk/main.ts
+++ b/.github/cdk/main.ts
@@ -1,47 +1,53 @@
-import { App, CheckoutJob, Stack, Workflow } from "cdkactions";
+import { App, CheckoutJob, Stack, Workflow } from "cdkactions"
 import { CDKPublishStack } from "@pennlabs/kraken"
-import { Construct } from "constructs";
-import { DjangoBaseDockerStack, DockerPublishStack, ShibbolethDockerStack } from "./docker";
+import { Construct } from "constructs"
+import {
+	DjangoBaseDockerStack,
+	DockerPublishStack,
+	ShibbolethDockerStack,
+} from "./docker"
 
 class TerraformLintStack extends Stack {
-  constructor(scope: Construct, name: string) {
-    super(scope, name);
+	constructor(scope: Construct, name: string) {
+		super(scope, name)
 
-    const workflow = new Workflow(this, 'terraform', {
-      name: 'Lint terraform files',
-      on: {
-        push: {
-          paths: ['terraform/**.tf']
-        }
-      },
-    });
+		const workflow = new Workflow(this, "terraform", {
+			name: "Lint terraform files",
+			on: {
+				push: {
+					paths: ["terraform/**.tf"],
+				},
+			},
+		})
 
-    new CheckoutJob(workflow, 'lint', {
-      runsOn: 'ubuntu-latest',
-      steps: [
-        {
-          uses: 'hashicorp/setup-terraform@v1'
-        },
-        {
-          run: 'terraform fmt -check -recursive terraform'
-        }
-      ],
-    });
-  }
+		new CheckoutJob(workflow, "lint", {
+			runsOn: "ubuntu-latest",
+			steps: [
+				{
+					uses: "hashicorp/setup-terraform@v1",
+				},
+				{
+					run: "terraform fmt -check -recursive terraform",
+				},
+			],
+		})
+	}
 }
 
-const app = new App();
+const app = new App()
 
 // CDK stacks
-new CDKPublishStack(app, 'kraken');
-new CDKPublishStack(app, 'kittyhawk');
+new CDKPublishStack(app, "kraken")
+new CDKPublishStack(app, "kittyhawk")
 
 // Docker stacks
-const dockerImages = ['datadog-agent', 'pg-s3-backup', 'team-sync'];
-dockerImages.map(name => new DockerPublishStack(app, name));
-new DjangoBaseDockerStack(app, {pythonVersions: ['3.9.14', '3.8.5', '3.10.1']});
-new ShibbolethDockerStack(app);
+const dockerImages = ["datadog-agent", "pg-s3-backup", "team-sync"]
+dockerImages.map((name) => new DockerPublishStack(app, name))
+new DjangoBaseDockerStack(app, {
+	pythonVersions: ["3.9.14", "3.8.5", "3.10.1", "3.11"],
+})
+new ShibbolethDockerStack(app)
 
 // Misc stacks
-new TerraformLintStack(app, 'terraform');
-app.synth();
+new TerraformLintStack(app, "terraform")
+app.synth()
diff --git a/.github/cdk/package.json b/.github/cdk/package.json
index 4f129eee..1b94a679 100644
--- a/.github/cdk/package.json
+++ b/.github/cdk/package.json
@@ -14,7 +14,7 @@
   },
   "dependencies": {
     "@pennlabs/kraken": "^0.8.10",
-    "cdkactions": "^0.2.0",
+    "cdkactions": "^0.2.3",
     "constructs": "^3.3.259"
   },
   "devDependencies": {
diff --git a/.github/cdk/yarn.lock b/.github/cdk/yarn.lock
index 2bae83ac..560f8186 100644
--- a/.github/cdk/yarn.lock
+++ b/.github/cdk/yarn.lock
@@ -45,7 +45,7 @@ cdkactions-cli@^0.2.3:
     yaml "^1.10.0"
     yargs "^16.2.0"
 
-cdkactions@^0.2.0, cdkactions@^0.2.3:
+cdkactions@^0.2.3:
   version "0.2.3"
   resolved "https://registry.yarnpkg.com/cdkactions/-/cdkactions-0.2.3.tgz#aa27bf720962376d54f8ef95cdfb0ab46458b966"
   integrity sha512-/DYQ2qsT6fzgZB+cmQjtPqR4aAWCqAytWbFpJK+iJLQ4jQrl6l4uMf01TLiWY3mAILS0YGlwPcoBbGvq9Jnz5g==
diff --git a/.github/workflows/cdkactions_docker-django-base.yaml b/.github/workflows/cdkactions_docker-django-base.yaml
index bcee4891..fc38e764 100644
--- a/.github/workflows/cdkactions_docker-django-base.yaml
+++ b/.github/workflows/cdkactions_docker-django-base.yaml
@@ -84,6 +84,32 @@ jobs:
           cache-to: type=local,dest=/tmp/.buildx-cache
           build-args: PYTHON_VERSION=3.10.1
           tags: pennlabs/django-base:${{ github.sha }}-3.10.1
+  publish-django-base-3-11:
+    name: Publish django-base-3-11
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: docker/setup-qemu-action@v1
+      - uses: docker/setup-buildx-action@v1
+      - name: Cache Docker layers
+        uses: actions/cache@v2
+        with:
+          path: /tmp/.buildx-cache
+          key: buildx-publish-django-base-3-11
+      - uses: docker/login-action@v1
+        with:
+          username: ${{ secrets.DOCKER_USERNAME }}
+          password: ${{ secrets.DOCKER_PASSWORD }}
+      - name: Build/Publish
+        uses: docker/build-push-action@v2
+        with:
+          context: docker/django-base
+          file: docker/django-base/Dockerfile
+          push: ${{ github.ref == 'refs/heads/master' }}
+          cache-from: type=local,src=/tmp/.buildx-cache
+          cache-to: type=local,dest=/tmp/.buildx-cache
+          build-args: PYTHON_VERSION=3.11
+          tags: pennlabs/django-base:${{ github.sha }}-3.11
   publish-django-base:
     name: Publish django-base
     runs-on: ubuntu-latest
diff --git a/docker/django-base/Dockerfile b/docker/django-base/Dockerfile
index 51b762e4..296d932c 100644
--- a/docker/django-base/Dockerfile
+++ b/docker/django-base/Dockerfile
@@ -1,4 +1,4 @@
-ARG PYTHON_VERSION=3.10.1
+ARG PYTHON_VERSION=3.10
 FROM python:${PYTHON_VERSION}-slim-buster
 
 LABEL maintainer="Penn Labs"