diff --git a/README.md b/README.md
--- a/README.md
+++ b/README.md
@@ -16,3 +16,24 @@
 ```
 
 The output displays the jenkins configuration files as they will be applied on the server.
+
+# Run on docker
+
+TODO improve this part
+
+- launch jenkins
+```
+docker-compose build
+docker-compose up
+```
+- get the admin password in the logs
+- connect to localhost:8080
+- change the admin password to `admin123`
+- create a jenkins directory `jenkins-tools`
+- create a new free-style job named `job-builder` inside the `jenkins-tools` pointing this git repository
+  - configure the right branch (ci here)
+  - Add a step `Execute a script shell` with this content
+```
+tox update -- --delete-old
+```
+- save and launch \o/
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,20 @@
+version: '3'
+
+volumes:
+  jenkins_data:
+
+services:
+  jenkins:
+    image: swh-jenkins:latest
+    build:
+      context: docker
+      args:
+        DOCKER_GROUP: 998
+    volumes:
+      - jenkins_data:/var/jenkins_home
+      - /var/run/docker.sock:/var/run/docker.sock
+    environment:
+      - PLUGINS_FORCE_UPGRADE=true
+    ports:
+      - 8080:8080
+    entrypoint: /docker/entrypoint.sh
diff --git a/docker/Dockerfile b/docker/Dockerfile
new file mode 100644
--- /dev/null
+++ b/docker/Dockerfile
@@ -0,0 +1,28 @@
+FROM jenkins/jenkins:lts-jdk11
+
+USER root
+
+RUN apt-get update && apt-get -y install python3-pip && \
+    pip install tox
+
+# Adapt this group if the docker gid is not 999 on your local environment
+ARG DOCKER_GROUP 998
+
+# Install docker tools
+RUN addgroup --gid ${DOCKER_GROUP} docker && \
+    mkdir -p /etc/apt/keyrings /etc/apt/sources.list.d && \
+    apt-get update && apt-get -y install ca-certificates curl gnupg lsb-release && \
+    curl -fsSL https://download.docker.com/linux/debian/gpg | gpg --dearmor -o /etc/apt/keyrings/docker.gpg && \
+    echo "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/debian $(lsb_release -cs) stable" > /etc/apt/sources.list.d/docker.list && \
+    apt-get update && \
+    apt-get install -y docker-ce docker-ce-cli containerd.io docker-compose-plugin
+
+COPY --chown=jenkins:jenkins . /docker/
+COPY jenkins_jobs.ini /etc/jenkins_jobs/jenkins_jobs.ini
+
+RUN adduser jenkins docker && \
+    chmod a+x /docker/entrypoint.sh
+
+USER jenkins
+
+ENTRYPOINT /docker/entrypoint.sh
diff --git a/docker/Readme.md b/docker/Readme.md
new file mode 100644
--- /dev/null
+++ b/docker/Readme.md
@@ -0,0 +1,6 @@
+#  How to generate the plugin list
+
+```
+JENKINS_HOST=username:password@myhost.com:port
+curl -sSL "https://$JENKINS_HOST/pluginManager/api/xml?depth=1&xpath=/*/*/shortName|/*/*/version&wrapper=plugins" | perl -pe 's/.*?<shortName>([\w-]+).*?<version>([^<]+)()(<\/\w+>)+/\1 \2\n/g'|sed 's/ /:/'
+```
diff --git a/docker/entrypoint.sh b/docker/entrypoint.sh
new file mode 100644
--- /dev/null
+++ b/docker/entrypoint.sh
@@ -0,0 +1,10 @@
+#!/bin/bash -x
+
+PLUGINS_FILE=/docker/plugins.txt
+
+if [ -f "$PLUGINS_FILE" ]; then
+    echo "Installing plugins from $PLUGINS_FILE ..."
+    jenkins-plugin-cli -f $PLUGINS_FILE
+fi
+
+/usr/bin/tini -- /usr/local/bin/jenkins.sh
diff --git a/docker/jenkins_jobs.ini b/docker/jenkins_jobs.ini
new file mode 100644
--- /dev/null
+++ b/docker/jenkins_jobs.ini
@@ -0,0 +1,14 @@
+[job_builder]
+ignore_cache=True
+keep_descriptions=False
+#include_path=.:scripts:~/git/
+#exclude=.*:manual:./development
+recursive=False
+allow_duplicates=False
+update=all
+
+[jenkins]
+user=admin
+password=admin123
+url=http://localhost:8080
+query_plugins_info=False
diff --git a/docker/plugins.txt b/docker/plugins.txt
new file mode 100644
--- /dev/null
+++ b/docker/plugins.txt
@@ -0,0 +1,165 @@
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