diff --git a/.editorconfig b/.editorconfig
index 5d47c21..da09250 100644
--- a/.editorconfig
+++ b/.editorconfig
@@ -10,3 +10,6 @@ end_of_line = lf
 charset = utf-8
 trim_trailing_whitespace = true
 insert_final_newline = true
+
+[*.py]
+indent_size = 4
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index bfd717a..8dbeb2a 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -9,7 +9,15 @@ repos:
     hooks:
       - id: generate-readme
         name: Generate README
-        entry: python generate-readme.py
+        entry: python scripts/generate-readme.py
         language: python
         pass_filenames: false
         files: ^images\.json$
+      - id: generate-build-pipeline
+        name: Generate build pipeline
+        entry: python scripts/generate-build-pipeline.py
+        language: python
+        pass_filenames: false
+        files: ^images\.json$
+        additional_dependencies:
+          - pyyaml
diff --git a/.woodpecker/build.yaml b/.woodpecker/build.yaml
new file mode 100644
index 0000000..ec871f0
--- /dev/null
+++ b/.woodpecker/build.yaml
@@ -0,0 +1,44 @@
+# GENERATED CODE - DO NOT MODIFY BY HAND
+steps:
+- directory: ./beeper_bridge-manager
+  image: woodpeckerci/plugin-docker-buildx
+  name: publish beeper_bridge-manager
+  settings:
+    dockerfile: ./docker/Dockerfile
+    password:
+      from_secret: docker_token
+    platforms: linux/amd64,linux/arm64
+    registry: git.jakew.me
+    repo: git.jakew.me/${CI_REPO_OWNER}/beeper_bridge-manager
+    tags: latest
+    username: ${CI_REPO_OWNER}
+- directory: ./matterbridge
+  image: woodpeckerci/plugin-docker-buildx
+  name: publish matterbridge_whatsappmulti
+  settings:
+    dockerfile: ./Dockerfile_whatsappmulti
+    password:
+      from_secret: docker_token
+    platforms: linux/amd64,linux/arm64
+    registry: git.jakew.me
+    repo: git.jakew.me/${CI_REPO_OWNER}/matterbridge_whatsappmulti
+    tags: latest
+    username: ${CI_REPO_OWNER}
+- directory: ./custom-caddy
+  image: woodpeckerci/plugin-docker-buildx
+  name: publish custom-caddy
+  settings:
+    dockerfile: ./Dockerfile
+    password:
+      from_secret: docker_token
+    platforms: linux/amd64,linux/arm64
+    registry: git.jakew.me
+    repo: git.jakew.me/${CI_REPO_OWNER}/custom-caddy
+    tags: latest
+    username: ${CI_REPO_OWNER}
+when:
+- branch: ${CI_REPO_DEFAULT_BRANCH}
+  event: push
+- event: manual
+- cron: weekly
+  event: cron
diff --git a/.woodpecker/pre-commit.yaml b/.woodpecker/pre-commit.yaml
new file mode 100644
index 0000000..c419ff2
--- /dev/null
+++ b/.woodpecker/pre-commit.yaml
@@ -0,0 +1,11 @@
+when:
+  - event: [push, pull_request, manual]
+
+steps:
+  - name: pre-commit
+    image: python:alpine
+    commands:
+      - apk add --update --no-cache git
+      - pip install --root-user-action ignore pre-commit
+      - ls -lah
+      - pre-commit run --all-files
diff --git a/README.md b/README.md
index 45e42bf..b98e24e 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,6 @@ These are some custom images that are regularly built for AMD64 and ARM64 archit
 | Name | Description |
 | --- | --- |
 | `ghcr.io/jake-walker/beeper_bridge-manager` | This is an exact build of Beeper's [bridge-manager](https://github.com/beeper/bridge-manager) but with an ARM64 build. |
-| `ghcr.io/jake-walker/gitea-jupyter` | This is the default Gitea image with a Jupyter notebook renderer installed. [Extra configuration](https://blog.gitea.com/render-jupyter-notebooks/#configuring-gitea-to-use-the-converter) is required to enable this. |
 | `ghcr.io/jake-walker/matterbridge_whatsappmulti` | A build of the matterbridge WhatsApp multi image. |
 | `ghcr.io/jake-walker/custom-caddy` | A custom build of Caddy with the plugins: [WebDAV](https://github.com/mholt/caddy-webdav), [replace_response handler](https://github.com/caddyserver/replace-response), [cloudflare](https://github.com/caddy-dns/cloudflare). |
 <!-- generate end -->
diff --git a/gitea-jupyter/Dockerfile b/gitea-jupyter/Dockerfile
deleted file mode 100644
index e79192f..0000000
--- a/gitea-jupyter/Dockerfile
+++ /dev/null
@@ -1,4 +0,0 @@
-FROM gitea/gitea:latest
-
-RUN apk add --update --no-cache py-pip \
-  && pip install --no-cache-dir --break-system-packages nbconvert
diff --git a/images.json b/images.json
index c621281..85ec20b 100644
--- a/images.json
+++ b/images.json
@@ -2,25 +2,19 @@
   {
     "name": "beeper_bridge-manager",
     "context": "./beeper_bridge-manager",
-    "dockerfile": "./beeper_bridge-manager/docker/Dockerfile",
+    "dockerfile": "./docker/Dockerfile",
     "description": "This is an exact build of Beeper's [bridge-manager](https://github.com/beeper/bridge-manager) but with an ARM64 build."
   },
-  {
-    "name": "gitea-jupyter",
-    "context": "./gitea-jupyter",
-    "dockerfile": "./gitea-jupyter/Dockerfile",
-    "description": "This is the default Gitea image with a Jupyter notebook renderer installed. [Extra configuration](https://blog.gitea.com/render-jupyter-notebooks/#configuring-gitea-to-use-the-converter) is required to enable this."
-  },
   {
     "name": "matterbridge_whatsappmulti",
     "context": "./matterbridge",
-    "dockerfile": "./matterbridge/Dockerfile_whatsappmulti",
+    "dockerfile": "./Dockerfile_whatsappmulti",
     "description": "A build of the matterbridge WhatsApp multi image."
   },
   {
     "name": "custom-caddy",
     "context": "./custom-caddy",
-    "dockerfile": "./custom-caddy/Dockerfile",
+    "dockerfile": "./Dockerfile",
     "description": "A custom build of Caddy with the plugins: [WebDAV](https://github.com/mholt/caddy-webdav), [replace_response handler](https://github.com/caddyserver/replace-response), [cloudflare](https://github.com/caddy-dns/cloudflare)."
   }
 ]
diff --git a/scripts/generate-build-pipeline.py b/scripts/generate-build-pipeline.py
new file mode 100644
index 0000000..7c00280
--- /dev/null
+++ b/scripts/generate-build-pipeline.py
@@ -0,0 +1,37 @@
+import json
+
+import yaml
+
+with open("images.json", "r") as f:
+    images_data = json.load(f)
+
+with open(".woodpecker/build.yaml", "w") as f:
+    f.write("# GENERATED CODE - DO NOT MODIFY BY HAND\n")
+    yaml.dump(
+        {
+            "when": [
+                {"event": "push", "branch": "${CI_REPO_DEFAULT_BRANCH}"},
+                {"event": "manual"},
+                {"event": "cron", "cron": "weekly"},
+            ],
+            "steps": [
+                {
+                    "name": f"publish {image['name']}",
+                    "image": "woodpeckerci/plugin-docker-buildx",
+                    "settings": {
+                        "repo": f"git.jakew.me/${{CI_REPO_OWNER}}/{image['name']}",
+                        "registry": "git.jakew.me",
+                        "dockerfile": image["dockerfile"],
+                        "platforms": "linux/amd64,linux/arm64",
+                        "tags": "latest",
+                        "username": "${CI_REPO_OWNER}",
+                        "password": {"from_secret": "docker_token"},
+                    },
+                    "directory": image["context"],
+                }
+                for image in images_data
+            ],
+        },
+        f,
+        default_flow_style=False,
+    )
diff --git a/generate-readme.py b/scripts/generate-readme.py
similarity index 100%
rename from generate-readme.py
rename to scripts/generate-readme.py