diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..1d085ca
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1 @@
+**
diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
new file mode 100644
index 0000000..1a1a071
--- /dev/null
+++ b/.github/CODEOWNERS
@@ -0,0 +1 @@
+* @clevyr/devops
diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
new file mode 100644
index 0000000..1b71773
--- /dev/null
+++ b/.github/workflows/build.yaml
@@ -0,0 +1,89 @@
+name: Build
+
+on: push
+
+env:
+  # renovate datasource=github-releases depName=timescale/timescaledb
+  TIMESCALE_VERSION: 2.14.2
+
+jobs:
+  build:
+    name: Build Image (pg${{ matrix.postgres_version }})
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      packages: write
+    strategy:
+      matrix:
+        include:
+          - postgres_version: "16"
+            # renovate datasource=docker depName=ghcr.io/cloudnative-pg/postgresql
+            cnpg_version: 16.2-7
+            latest: "true"
+          - postgres_version: "15"
+            # renovate datasource=docker depName=ghcr.io/cloudnative-pg/postgresql
+            cnpg_version: 15.6-6
+          - postgres_version: "14"
+            # renovate datasource=docker depName=ghcr.io/cloudnative-pg/postgresql
+            cnpg_version: 14.11-6
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+      - name: Get CloudNativePG version
+        id: cnpg
+        env:
+          VERSION: ${{ matrix.cnpg_version }}
+        run: |
+          {
+            echo "version=$VERSION"
+            echo "minor=$(cut -d- -f1 <<<"$VERSION")"
+            echo "major=$(cut -d. -f1 <<<"$VERSION")"
+          } >> $GITHUB_OUTPUT
+      - name: Get Timescale version
+        id: timescale
+        run: |
+          {
+            echo "version=$TIMESCALE_VERSION"
+            echo "minor=$(cut -d. -f-2 <<<"$TIMESCALE_VERSION")"
+            echo "major=$(cut -d. -f1 <<<"$TIMESCALE_VERSION")"
+          } >> $GITHUB_OUTPUT
+      - name: Docker meta
+        id: meta
+        uses: docker/metadata-action@v5
+        with:
+          images: |
+            ghcr.io/${{ github.repository_owner }}/cloudnativepg-timescale
+          flavor: latest=false
+          tags: |
+            type=raw,priority=1000,value=latest,enable=${{ matrix.latest || 'false' }}
+            type=raw,priority=999,value=${{ steps.cnpg.outputs.version }}-ts${{ steps.timescale.outputs.version }}
+            type=raw,priority=998,value=${{ steps.cnpg.outputs.minor }}-ts${{ steps.timescale.outputs.minor }}
+            type=raw,priority=997,value=${{ steps.cnpg.outputs.major }}-ts${{ steps.timescale.outputs.major }}
+            type=raw,priority=996,value=${{ steps.cnpg.outputs.version }}
+            type=raw,priority=995,value=${{ steps.cnpg.outputs.minor }}
+            type=raw,priority=994,value=${{ steps.cnpg.outputs.major }}
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v3
+      - name: Set up Buildx
+        uses: docker/setup-buildx-action@v3
+      - name: Login to GitHub Container Registry
+        uses: docker/login-action@v3
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ github.token }}
+      - name: Build and Push
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          pull: true
+          push: ${{ github.ref_name == 'main' }}
+          platforms: linux/amd64,linux/arm64/v8
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }}
+          build-args: |
+            POSTGRES_VERSION=${{ matrix.postgres_version }}
+            CLOUDNATIVEPG_VERSION=${{ steps.cnpg.outputs.version }}
+            TIMESCALE_VERSION=${{ steps.timescale.outputs.version }}
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..af56f61
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,2 @@
+.DS_Store
+.idea/
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..ad89847
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,32 @@
+#syntax=docker/dockerfile:1.7
+
+ARG CLOUDNATIVEPG_VERSION
+
+FROM ghcr.io/cloudnative-pg/postgresql:$CLOUDNATIVEPG_VERSION
+USER root
+
+ARG POSTGRES_VERSION
+ARG TIMESCALE_VERSION
+RUN <<EOT
+  set -eux
+
+  # Install dependencies
+  apt-get update
+  apt-get install -y --no-install-recommends curl
+
+  # Add Timescale apt repo
+  . /etc/os-release 2>/dev/null
+  echo "deb https://packagecloud.io/timescale/timescaledb/debian/ $VERSION_CODENAME main" >/etc/apt/sources.list.d/timescaledb.list
+  curl -Lsf https://packagecloud.io/timescale/timescaledb/gpgkey | gpg --dearmor >/etc/apt/trusted.gpg.d/timescale.gpg
+
+  # Install Timescale
+  apt-get update
+  apt-get install -y --no-install-recommends "timescaledb-2-postgresql-$POSTGRES_VERSION=$TIMESCALE_VERSION~debian$VERSION_ID"
+
+  # Cleanup
+  apt-get purge -y curl
+  rm /etc/apt/sources.list.d/timescaledb.list /etc/apt/trusted.gpg.d/timescale.gpg
+  rm -rf /var/cache/apt/*
+EOT
+
+USER 26
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..345a629
--- /dev/null
+++ b/README.md
@@ -0,0 +1,33 @@
+# CloudNativePG Containers with TimescaleDB
+
+[![Build](https://github.com/clevyr/docker-cloudnativepg-timescale/actions/workflows/build.yaml/badge.svg)](https://github.com/clevyr/docker-cloudnativepg-timescale/actions/workflows/build.yaml)
+
+This repo builds Docker images for [CloudNativePG](https://cloudnative-pg.io/) with the [TimescaleDB](https://timescale.com) extension installed.
+
+Both versions are automatically updated by Renovate bot, so new releases will be available within a few hours.
+
+## Images
+
+Images are available at [`ghcr.io/clevyr/cloudnativepg-timescale`](https://github.com/clevyr/docker-cloudnativepg-timescale/pkgs/container/cloudnativepg-timescale). There are tags available for Postgres v14, v15, and v16.
+
+## Deployment
+
+Set `.spec.imageName` in the `Cluster` to use one of the container images provided by this repository.
+
+For example:
+```yaml
+apiVersion: postgresql.cnpg.io/v1
+kind: Cluster
+metadata:
+  name: example
+spec:
+  instances: 3
+  imageName: ghcr.io/clevyr/cloudnativepg-timescale:16-ts2
+  postgresql:
+    shared_preload_libraries:
+      - timescaledb
+  bootstrap:
+    initdb:
+      postInitTemplateSQL:
+        - CREATE EXTENSION IF NOT EXISTS timescaledb;
+```
diff --git a/renovate.json b/renovate.json
new file mode 100644
index 0000000..ed88d01
--- /dev/null
+++ b/renovate.json
@@ -0,0 +1,28 @@
+{
+  "$schema": "https://docs.renovatebot.com/renovate-schema.json",
+  "extends": [
+    "local>gabe565/renovate-config",
+    ":automergeAll"
+  ],
+  "regexManagers": [
+    {
+      "fileMatch": ["\\.ya?ml$"],
+      "matchStrings": [
+        "# ?renovate datasource=(?<datasource>.+?) depName=(?<depName>.+)\\n.+: [\"']?(?<currentValue>.+?)[\"']?\\n"
+      ]
+    },
+    {
+      "fileMatch": ["README.md"],
+      "matchStrings": [
+        "<!--renovate datasource=(?<datasource>.+?) repo=(?<depName>.+) -->\\n.*\\/Version-(?<currentValue>.+?)-"
+      ]
+    }
+  ],
+  "packageRules": [
+    {
+      "matchDepNames": ["ghcr.io/cloudnative-pg/postgresql"],
+      "matchUpdateTypes": ["major"],
+      "enabled": false
+    }
+  ]
+}