diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000000..da441c808b
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,285 @@
+name: CI
+
+on: ["push", "pull_request"]
+
+env:
+  NODE_VERSION: "12"
+  PYTHON_VERSION: "3.7"
+  MARIADB_VERSION: "10.4.10"
+
+  # As GitHub Action does not allow environment variables
+  # to be used in services definitions, these are only for
+  # reference. If you update these versions, you HAVE TO
+  # update the versions in the services definitions of the
+  # test job.
+  ELASTICSEARCH_VERSION: "5.5.2"
+  MEMCACHED_VERSION: "1.6"
+
+jobs:
+  # Lint the Python back-end with flake8.
+  lint-back:
+    name: Lint back-end
+    runs-on: ubuntu-18.04
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+
+      - name: Set up Python ${{ env.PYTHON_VERSION }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: "${{ env.PYTHON_VERSION }}"
+
+      - name: Install python dependencies
+        run: pip install flake8
+
+      - name: Lint back-end
+        run: make lint-back
+
+  # Build the documentation and upload it as an artifact.
+  build-doc:
+    name: Build Sphinx documentation
+    runs-on: ubuntu-18.04
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+
+      - name: Set up Python ${{ env.PYTHON_VERSION }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: "${{ env.PYTHON_VERSION }}"
+
+      - name: Upgrade pip
+        run: pip install --upgrade pip
+
+      - name: Retrieve pip cache directory
+        id: pip-cache
+        run: echo "::set-output name=dir::$(pip cache dir)"
+
+      - name: Cache pip packages
+        uses: actions/cache@v2
+        with:
+          path: ${{ steps.pip-cache.outputs.dir }}
+          key: ${{ runner.os }}-pip-${{ hashFiles('requirements-dev.txt') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+
+      - name: Install python dependencies
+        run: pip install -r requirements-dev.txt
+
+      - name: Build documentation
+        run: make generate-doc
+
+      - name: Upload documentation as an artifact
+        uses: actions/upload-artifact@v2
+        with:
+          name: doc
+          path: doc/build/html
+          retention-days: 1
+
+  # Build the website front-end and upload built assets as an artifact.
+  build-front:
+    name: Lint and build front-end
+    runs-on: ubuntu-18.04
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+
+      - name: Set up NodeJS ${{ env.NODE_VERSION }}
+        uses: actions/setup-node@v1
+        with:
+          node-version: "${{ env.NODE_VERSION }}"
+
+      - name: Retrieve yarn cache directory
+        id: yarn-cache-dir-path
+        run: echo "::set-output name=dir::$(yarn cache dir)"
+
+      - name: Cache Node modules
+        uses: actions/cache@v2
+        id: yarn-cache
+        with:
+          path: ${{ steps.yarn-cache-dir-path.outputs.dir }}
+          key: ${{ runner.os }}-yarn-${{ hashFiles('yarn.lock') }}
+          restore-keys: |
+            ${{ runner.os }}-yarn-
+
+      - name: Install front-end
+        run: make install-front
+
+      - name: Lint front-end
+        run: make lint-front
+
+      - name: Build front-end
+        run: make build-front
+
+      - name: Upload font-end assets for subsequent tests
+        uses: actions/upload-artifact@v2
+        with:
+          name: assets
+          path: dist
+          retention-days: 1
+
+  # Test the zds-site project.
+  # Install the project, using assets created during the previous job,
+  # and install elasticsearch & memcache as a service. Then, run the tests
+  # in a matrix build to parallelize multiple components.
+  test:
+    name: Install and test zds-site
+    needs: build-front
+    runs-on: ubuntu-18.04
+
+    strategy:
+      matrix:
+        module:
+          [
+            "zds.tutorialv2",
+            "zds.member zds.gallery zds.searchv2 zds.middlewares zds.pages",
+            "zds.forum zds.featured zds.mp zds.notification zds.utils",
+          ]
+
+    services:
+      elasticsearch:
+        image: "elasticsearch:5.5.2"
+        ports:
+          - "9200:9200"
+        env:
+          "http.host": "0.0.0.0"
+          "transport.host": "127.0.0.1"
+          "xpack.security.enabled": false
+          "ES_JAVA_OPTS": "-Xms512m -Xmx512m"
+        options: >-
+          -e="discovery.type=single-node"
+          --health-cmd="curl http://localhost:9200/_cluster/health"
+          --health-interval=10s
+          --health-timeout=5s
+          --health-retries=10
+
+      memcached:
+        image: "memcached:1.6"
+        ports:
+          - "11211:11211"
+
+    steps:
+      - name: Shutdown Ubuntu MySQL
+        run: sudo service mysql stop
+
+      - name: Set up MariaDB ${{ env.MARIADB_VERSION }}
+        uses: getong/mariadb-action@v1.1
+        with:
+          character set server: "utf8mb4"
+          collation server: "utf8mb4_unicode_ci"
+          mariadb version: "${{ env.MARIADB_VERSION }}"
+          mysql database: "ci_db_name"
+          mysql root password: "ci_root_password"
+
+      - name: Checkout
+        uses: actions/checkout@v2
+
+      - name: Download previously built assets
+        uses: actions/download-artifact@v2
+        with:
+          name: assets
+          path: dist
+
+      - name: Upgrade pip
+        run: |
+          pip install --upgrade pip
+
+      - name: Retrieve pip cache directory
+        id: pip-cache
+        run: |
+          echo "::set-output name=dir::$(pip cache dir)"
+
+      - name: Cache pip packages
+        uses: actions/cache@v2
+        with:
+          path: ${{ steps.pip-cache.outputs.dir }}
+          key: ${{ runner.os }}-pip-${{ hashFiles('requirements*.txt') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+
+      - name: Cache Node modules
+        uses: actions/cache@v2
+        with:
+          path: ~/.npm
+          key: ${{ runner.os }}-node-${{ hashFiles('zmd/package-lock.json') }}
+          restore-keys: |
+            ${{ runner.os }}-node-
+
+      - name: Set up Python ${{ env.PYTHON_VERSION }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: "${{ env.PYTHON_VERSION }}"
+
+      - name: Set up NodeJS ${{ env.NODE_VERSION }}
+        uses: actions/setup-node@v1
+        with:
+          node-version: "${{ env.NODE_VERSION }}"
+
+      - name: Install Python dependencies
+        run: pip install -r requirements-ci.txt
+
+      - name: Build and start zmarkdown
+        run: |
+          make zmd-install
+          make zmd-start
+
+      - name: Run tests for ${{ matrix.module }}
+        run: |
+          export PATH="$PATH:$GECKOWEBDRIVER"
+          coverage run --source='.' manage.py test -v=2 --keepdb --settings zds.settings.ci_test ${{ matrix.module }}
+
+      - name: Analyze coverage
+        shell: bash -l {0}
+        run: |
+          echo $COVERALLS_FLAG_NAME
+          python -m pip install coveralls
+          coveralls
+        env:
+          GITHUB_TOKEN: ${{ secrets.github_token }}
+          COVERALLS_PARALLEL: true
+          COVERALLS_FLAG_NAME: "${{ matrix.module }}"
+
+  # Push coverage data to Coveralls.
+  coverage:
+    name: Push coverage to Coveralls
+    needs: test
+    runs-on: ubuntu-18.04
+
+    steps:
+      - name: Set up Python ${{ env.PYTHON_VERSION }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: "${{ env.PYTHON_VERSION }}"
+
+      - name: Upload coverage data
+        run: |
+          python -m pip install coveralls
+          coveralls --finish
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+  # If we're on the dev branch (i.e. for merged pull requests), push the built
+  # documentation to the gh-page branch.
+  push_doc:
+    name: Push documentation to GitHub Pages
+    needs: ["build-doc", "test"]
+    runs-on: ubuntu-18.04
+    if: "github.ref == 'refs/heads/dev'"
+
+    steps:
+      - name: Download previously built documentation
+        uses: actions/download-artifact@v2
+        with:
+          name: doc
+          path: doc/build/html
+
+      - name: Deploy to GitHub Pages
+        uses: JamesIves/github-pages-deploy-action@3.7.1
+        with:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          BRANCH: gh-pages
+          FOLDER: doc/build/html
+          CLEAN: true
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 1ec9e0807c..0000000000
--- a/.travis.yml
+++ /dev/null
@@ -1,101 +0,0 @@
-os: linux
-dist: bionic
-language: python
-
-
-python:
-  - 3.7
-
-
-services:
-  - memcached
-
-
-addons:
-  firefox: "latest"
-  mariadb: 10.4
-  apt:
-    packages:
-      - language-pack-fr
-
-
-git:
-  depth: 1
-
-
-env:
-  global:
-    - COVERALLS_PARALLEL: true
-    - secure: "azmDZZQZzf88zpbkYpLpxI66vpEVyv+kniW0QdWAt4qlys8P5OcO3VJBR5YT85vlvnjN9b6raWQAL1ymee0WmVdTmzXed8XjZv7t9QXVw7pfezxMKlEftVp/4Cu4wtvbew0ViZXNWV2hNXHzEqlhgnoIOq94i0UzZ7grMrI0xm0="
-
-
-notifications:
-  webhooks: https://coveralls.io/webhook
-
-
-jobs:
-  fast_finish: true
-  include:
-    - name: "Job 1 : tuto (zds.tutorialv2)"
-      env: ZDS_TEST_JOB="zds.tutorialv2"
-    - name: "Job 2 : backend test1 (zds.member zds.utils zds.forum zds.middlewares)"
-      env: ZDS_TEST_JOB="zds.member zds.utils zds.forum zds.middlewares"
-    - name: "Job 3 : backend test2 (zds.mp zds.gallery zds.pages zds.featured zds.notification zds.searchv2)"
-      env: ZDS_TEST_JOB="zds.mp zds.gallery zds.pages zds.featured zds.notification zds.searchv2"
-    - name: "Job 4 : frontend test"
-      env: ZDS_TEST_JOB="front fixture selenium"
-    - name: "Job 5 : doc"
-      env: ZDS_TEST_JOB="doc"
-
-
-cache:
-  apt: true
-  pip: true
-  yarn: true
-  npm: true
-  directories:
-    - $HOME/.local/share/fonts
-    - $HOME/.texlive
-    - $HOME/.cache/pip
-    - $HOME/virtualenv/python$TRAVIS_PYTHON_VERSION/bin
-    - $HOME/build/zestedesavoir/zds-site/zdsenv
-    - $HOME/.nvm
-    - $HOME/node_modules
-    - $HOME/build/zestedesavoir/zds-site/node_modules
-    - $HOME/build/zestedesavoir/zds-site/zmd/node_modules
-
-
-before_install:
-  - source ./scripts/travis_header.sh # Need to be sourced
-
-
-install:
-  - ./scripts/install_zds.sh --answer-yes --detect-os-version --travis-output $zds_install_argument
-
-
-script:
-  - source ./scripts/travis_run.sh
-
-  - ./scripts/travis_overview/travis_overview.sh --travis-output
-
-
-after_success:
-  - du -sh $HOME/.texlive 2>/dev/null | true
-
-  - |
-    # upload coverage
-    if [[ "$ZDS_TEST_JOB" != "none" && "$ZDS_TEST_JOB" != *"ci_turbo"* ]]; then
-      coveralls
-    fi
-
-  - |
-    # upload built documentation to GitHub Pages
-    if [[ "$ZDS_TEST_JOB" == *"doc"* ]] && [[ "$TRAVIS_BRANCH" == "dev" ]]; then
-      # Adding GitHub OAuth token to login
-      echo -e "machine github.com login $BOT_LOGIN\n password $BOT_PASSWORD" > $HOME/.netrc \
-      && git config --global url."https://".insteadOf git:// \
-      && git config --global user.name "Build bot" \
-      && git config --global user.email "zestedesavoir@gmail.com" \
-      && git config --global push.default simple \
-      && ./scripts/push_doc.sh
-    fi
diff --git a/requirements-ci.txt b/requirements-ci.txt
new file mode 100644
index 0000000000..85486ead05
--- /dev/null
+++ b/requirements-ci.txt
@@ -0,0 +1,4 @@
+-r requirements-dev.txt
+-r requirements-prod.txt
+
+coverage==5.3
diff --git a/scripts/ci_mysql_setup.sh b/scripts/ci_mysql_setup.sh
deleted file mode 100755
index fcfc6c7feb..0000000000
--- a/scripts/ci_mysql_setup.sh
+++ /dev/null
@@ -1,21 +0,0 @@
-#!/bin/bash
-
-sudo sed -i'' 's/\[mysqld\]/\[mysqld\]\ninnodb_file_per_table=on\ninnodb_file_format=barracuda\ninnodb_large_prefix=on\ncharacter-set-client-handshake=false\ncharacter-set-server=utf8mb4\ncollation-server=utf8mb4_unicode_ci/' /etc/mysql/mysql.conf.d/mysqld.cnf
-sudo systemctl restart mysql
-
-# Travis should fail as soon as possible
-sudo mysql -u root -e "SET GLOBAL sql_mode = 'NO_ENGINE_SUBSTITUTION,STRICT_TRANS_TABLES';"
-
-# Avoid "mysql has gone away" errors
-sudo mysql -u root -e "SET GLOBAL wait_timeout = 36000;"
-sudo mysql -u root -e "SET GLOBAL max_allowed_packet = 134209536;"
-
-# Ensures correct charset and collation
-sudo mysql -u root -e "SET GLOBAL character_set_server = 'utf8mb4';"
-sudo mysql -u root -e "SET GLOBAL collation_server = 'utf8mb4_unicode_ci';"
-
-# Ensures the root user is able to connect without password
-sudo mysql -u root -e "SET Password=PASSWORD('')"
-
-# Create database with the correct charset and collation
-sudo mysql -u root -e "CREATE DATABASE zds_test CHARACTER SET = 'utf8mb4' COLLATE = 'utf8mb4_unicode_ci';"
diff --git a/scripts/ci_turbo.sh b/scripts/ci_turbo.sh
deleted file mode 100755
index 5fb201d702..0000000000
--- a/scripts/ci_turbo.sh
+++ /dev/null
@@ -1,31 +0,0 @@
-#!/bin/bash
-
-# This script is sourced from the .travis.yml file
-
-default_branch=dev
-
-git remote set-branches origin $default_branch
-git fetch --unshallow origin $default_branch
-
-if [[ ! -z "$TRAVIS_TAG" ]]
-then
-    # Remember, we are sourced, we must not exit the main shell
-    return
-fi
-
-changed_files=$(git --no-pager diff --name-only $TRAVIS_COMMIT $(git merge-base $TRAVIS_COMMIT origin/$default_branch))
-echo "changed files:"
-echo $changed_files
-
-if ! echo "$changed_files" | egrep -v "^assets"
-then
-    # Don't test the backend if only the `/assets/` directory changed
-    if [[ "$ZDS_TEST_JOB" == *"front"* ]]
-    then
-        export ZDS_TEST_JOB="front ci_turbo"
-    else
-        export ZDS_TEST_JOB="none"
-    fi
-
-    echo "skipping backend tests"
-fi
diff --git a/scripts/deploy.sh b/scripts/deploy.sh
deleted file mode 100755
index 827f362e74..0000000000
--- a/scripts/deploy.sh
+++ /dev/null
@@ -1,104 +0,0 @@
-#!/bin/bash
-#
-# Zeste de Savoir deployment script
-#
-# Deploys specified version of Zeste de Savoir
-#
-# DON'T RUN THIS SCRIPT DIRECTLY
-# Running update_and_deploy.sh <tag> instead will first get the
-# appropriate version of this script and run it instead.
-
-set -euo pipefail
-IFS=$'\n\t'
-
-ENV_PATH="/opt/zds/zdsenv"
-REPO_PATH="/opt/zds/zds-site"
-
-if [ "$1" != "ok" ]; then
-  echo "This script shouldn't be run directly. Run ./update_and_deploy.sh <tag> instead." >&2
-  exit 1
-fi
-
-# Shift the first arg "ok"
-shift
-
-if [ "$(whoami)" != "zds" ]; then
-  echo "This script must be run by zds user" >&2
-  exit 1
-fi
-
-# Check if the git working directory is clean (excluding scripts/ folder)
-if ! git diff-index --quiet HEAD -- . ':!scripts/'; then
-  echo "Git repo has uncommited changes. Make sure it's clean before trying again" >&2
-  exit 1
-fi
-
-read -p "Did you run specific tasks for this version as described in update.md? [y/N] " -r
-echo  # move to a new line
-
-if [[ ! $REPLY =~ ^[Yy]$ ]] then
-  echo "Do it, now!"
-  exit 1
-fi
-
-cd $REPO_PATH
-
-# Enable maintenance mode
-sudo ln -sf errors/maintenance.html $ENV_PATH/webroot/
-
-# Delete old branch if exists
-git checkout refs/heads/prod
-
-if git rev-parse --verify "refs/heads/$1" > /dev/null; then
-  git branch -D $1
-fi
-
-# Removes dist/ folder to avoid conflicts
-rm -rf ./dist/
-# Switch to new tag
-git fetch --tags
-# Server has git < 1.9, git fetch --tags doesn't retrieve commits...
-git fetch
-
-if git rev-parse $1 >/dev/null 2>&1
-then
-  echo "Tag $1 found!"
-else
-  echo "Tag $1 doesn't exist."
-  exit 1;
-fi
-
-# Checkout the tag
-git checkout refs/heads/$1-build
-# Create a branch with the same name - required to have version data in footer
-git checkout -b $1
-
-# Update application data
-source $ENV_PATH/bin/activate
-pip install --upgrade -r requirements-prod.txt
-python manage.py migrate
-python manage.py compilemessages
-
-## Collect all staticfiles from dist/ and python packages to static/
-python manage.py collectstatic --noinput --clear
-## Exit venv
-deactivate
-
-# Restart zds
-sudo systemctl restart zds.{service,socket}
-
-# Clean the cache by restarting it
-sudo service memcached restart
-
-# Disable maintenance mode
-sudo rm $ENV_PATH/webroot/maintenance.html
-
-# update latex
-mkdir -p $HOME/texmf/tex/latex/
-wget "https://raw.githubusercontent.com/zestedesavoir/latex-template/${1-build}/zmdocument.cls"
-mv zmdocument.cls $HOME/texmf/tex/latex/
-sudo texhash
-# Display current branch and commit
-git status
-echo "Deployed commit: `git rev-parse HEAD`"
-echo "Dont forget to run specific tasks for this version as described in update.md"
diff --git a/scripts/install_zds.sh b/scripts/install_zds.sh
index 4f1cb54bdc..4baca484fe 100755
--- a/scripts/install_zds.sh
+++ b/scripts/install_zds.sh
@@ -47,14 +47,6 @@ LOCAL_DIR="$(cd "$(dirname "$0")" && pwd)"
 source $LOCAL_DIR/define_variable.sh
 source $LOCAL_DIR/define_function.sh
 
-
-# enable travis fold
-ZDS_SHOW_TRAVIS_FOLD=0
-if $(_in "--travis-output" $@); then
-    ZDS_SHOW_TRAVIS_FOLD=1
-    export DJANGO_SETTINGS_MODULE="zds.settings.travis_fixture"
-fi
-
 zds_fold_category "install"
 
 
@@ -156,6 +148,7 @@ fi
 
 
 # virtualenv
+
 if  ! $(_in "-virtualenv" $@) && ( $(_in "+virtualenv" $@) || $(_in "+base" $@) || $(_in "+full" $@) ); then
     zds_fold_start "virtualenv" "* Create virtualenv"
 
diff --git a/scripts/push_doc.sh b/scripts/push_doc.sh
deleted file mode 100755
index 592a440450..0000000000
--- a/scripts/push_doc.sh
+++ /dev/null
@@ -1,12 +0,0 @@
-#!/bin/bash
-#
-# Push documentation on the gh-pages branch
-
-echo "Move the generated doc in a new branch"
-touch doc/build/html/.nojekyll
-echo "docs.zestedesavoir.com" > doc/build/html/CNAME
-git add doc/build/html -f
-git commit -m "Build documentation"
-git subtree split --branch build_doc --prefix doc/build/html
-echo "Push the documentation"
-git push origin build_doc:gh-pages -f
diff --git a/scripts/travis_header.sh b/scripts/travis_header.sh
deleted file mode 100755
index b2107bdad0..0000000000
--- a/scripts/travis_header.sh
+++ /dev/null
@@ -1,136 +0,0 @@
-#!/bin/bash
-
-
-zds_install_argument=""
-function zds_register_for_install {
-    if [[ "$zds_install_argument" == "" ]]; then
-        zds_install_argument="$1"
-    else
-        zds_install_argument="$zds_install_argument $1"
-    fi
-}
-
-
-function zds_register_module_for_installation {
-    zds_register_for_install "+base +prod"
-
-    # install elastic-local
-    if [[ "$ZDS_TEST_JOB" == *"zds.searchv2"* ]]; then
-        print_info "* Register elasticsearch with jdk. It needed to test : zds.searchv2."
-        zds_register_for_install "+jdk-local +elastic-local"
-    fi
-
-    # install backend dependencies
-    if ! ( [[ "$ZDS_TEST_JOB" == *"zds."* ]] || \
-           [[ "$ZDS_TEST_JOB" == *"selenium"* ]] || \
-           [[ "$ZDS_TEST_JOB" == *"doc"* ]]); then
-        print_info "* Don't register back because zds.* tasks, doc and selenium are not registered."
-        zds_register_for_install "-back"
-    else
-        print_info "* Back is registered because zds.* tasks, doc or selenium are registered."
-
-        if ! ( [[ "$ZDS_TEST_JOB" == *"zds."* ]] || \
-               [[ "$ZDS_TEST_JOB" == *"selenium"* ]]); then
-            print_info "* Don't migrate-db, if only doc are registered."
-            zds_register_for_install "-back-migrate-db"
-        fi
-    fi
-
-
-    # install frontend dependencies
-    if ! ( [[ "$ZDS_TEST_JOB" == *"front"* ]] || \
-           [[ "$ZDS_TEST_JOB" == *"selenium"* ]]); then
-        print_info "* Don't register front because front task and selenium are not registered."
-        zds_register_for_install "-front"
-    else
-        print_info "* Front is registered because front task or selenium are registered."
-    fi
-
-
-    # Run fixture only when it is asked
-    if [[ "$ZDS_TEST_JOB" != *"fixture"* ]]; then
-        print_info "* Don't register fixture."
-        zds_register_for_install "-data"
-    else
-        print_info "* Fixture is registered."
-    fi
-
-    print_info "* Argument for installation : $zds_install_argument"
-}
-
-
-function install_geckodriver {
-    wget "https://github.com/mozilla/geckodriver/releases/download/v0.23.0/geckodriver-v0.23.0-linux64.tar.gz"
-    mkdir "geckodriver"
-    tar -xzf "geckodriver-v0.23.0-linux64.tar.gz" -C "geckodriver"
-}
-
-
-source ./scripts/define_variable.sh
-source ./scripts/define_function.sh --travis-output
-
-
-zds_fold_category "before_install"
-
-
-zds_fold_start "packages" "* [packages] apt-get update : make sure our source list is up-to-date (for newest dependencies version)"
-    sudo apt-get update -qq
-zds_fold_end
-
-
-zds_fold_start "coveralls" "* [coveralls] Install with pip"
-    pip install -q coveralls
-zds_fold_end
-
-
-zds_fold_start "ci_turbo" "* [ci_turbo] Skip task depending on directory changes (task will run only if needed)"
-    source ./scripts/ci_turbo.sh # This script exports environment variables, it must be sourced
-zds_fold_end
-
-
-if [[ "$ZDS_TEST_JOB" == *"zds."* ]] || [[ "$ZDS_TEST_JOB" == *"selenium"* ]]; then
-    #display print_info
-    forwho=""
-    if [[ "$ZDS_TEST_JOB" == *"zds."* ]]; then
-        forwho="'zds.*' tasks (-> needed for tests)"
-
-        if [[ "$ZDS_TEST_JOB" == *"selenium"* ]]; then
-            forwho="$forwho and selenium"
-        fi
-    else
-        forwho="selenium"
-    fi
-
-    zds_fold_start "mysql" "* [mysql] Install mysql for $forwho."
-        ./scripts/ci_mysql_setup.sh
-    zds_fold_end
-fi
-
-
-if [[ "$ZDS_TEST_JOB" == *"selenium"* ]]; then
-    zds_fold_start "webdriver" "* [webdriver] Install webdriver for selenium"
-        install_geckodriver
-    zds_fold_end
-fi
-
-if [[ "$ZDS_TEST_JOB" == *"zds.tutorialv2"* ]]; then
-    # install latex
-    zds_fold_start "latex" "* [latex] Install latex & Run texhash (install: texlive + latex-template)"
-        # this script is faster than zds_install.sh +tex-local +latex-template
-        git clone $ZDS_LATEX_REPO
-        TEMPLATEDIR=$HOME/.texlive/texmf-local/tex/latex/
-        ./latex-template/scripts/install_font.sh
-        ./latex-template/scripts/install_texlive.sh
-        export PATH=$HOME/.texlive/bin/x86_64-linux:$PATH
-        rm -rf $TEMPLATEDIR/latex-template
-        mkdir -p $TEMPLATEDIR
-        cp -r ./latex-template $TEMPLATEDIR
-        texhash
-    zds_fold_end
-fi
-
-if [[ "$ZDS_TEST_JOB" != "none" ]]; then
-    zds_fold_start "register_module" "* [packages] Register module for installation"
-        zds_register_module_for_installation
-    zds_fold_end
-fi
diff --git a/scripts/travis_run.sh b/scripts/travis_run.sh
deleted file mode 100755
index 693203cf7d..0000000000
--- a/scripts/travis_run.sh
+++ /dev/null
@@ -1,59 +0,0 @@
-#!/bin/bash
-
-
-if [[ "$ZDS_TEST_JOB" == "none" ]]; then
-    exit 0
-fi
-
-
-function print_info {
-    echo -en "\033[0;36m"
-    echo "$1"
-    echo -en "\033[00m"
-}
-
-
-function error_handler {
-    if [[ $exVal != 0 ]]; then
-        print_error $1
-        exit 1
-    fi
-}
-
-
-function run_script {
-	./scripts/travis_script.sh $1; exVal=$?
-	error_handler "!! Some error on the last task ($1)."
-}
-
-
-function activate_env {
-	print_info "source $1/bin/activate"
-	source $1/bin/activate; exVal=$?
-	error_handler "!! Error: environnement not load.\n - Value = $1"
-}
-
-
-activate_env "./$ZDS_VENV"
-	# Add geckodriver in the PATH of zdsenv
-        export PATH="$PATH:/home/travis/build/zestedesavoir/zds-site/geckodriver"
-        export DISPLAY=":99.0"
-	# Use hack for virtualenv (fix some task with "command not found")
-	export PATH="$PATH:/home/travis/virtualenv/python${TRAVIS_PYTHON_VERSION}/bin"
-
-	run_script "start_elasticsearch"
-
-	run_script "make_migrations"
-
-	run_script "lint_frontend"
-
-	run_script "print_zmarkdown_log"
-
-	run_script "selenium_test"
-
-	run_script "coverage_backend"
-
-	run_script "lint_backend"
-
-	run_script "build_documentation"
-
diff --git a/scripts/travis_script.sh b/scripts/travis_script.sh
deleted file mode 100755
index e8fd25d5fa..0000000000
--- a/scripts/travis_script.sh
+++ /dev/null
@@ -1,119 +0,0 @@
-#!/bin/bash
-
-source ./scripts/define_function.sh --travis-output
-
-zds_fold_category "script"
-
-exVal=0
-
-
-# start elastic
-if [[ "$1" == "start_elasticsearch" ]] && [[ "$ZDS_TEST_JOB" == *"zds.searchv2"* ]]; then
-    zds_fold_start "elasticsearch" "* Start elasticsearch as service"
-        sudo service elasticsearch start; exVal=$?
-
-        gateway "!! elasticsearch didn't start" $exVal
-    zds_fold_end
-fi
-
-
-# start latex
-if [[ "$1" == "start_latex" ]] && [[ "$ZDS_TEST_JOB" == *"zds.tutorialv2"* ]]; then
-    zds_fold_start "latex" "* Start texhash -> latex"
-        texhash; exVal=$?
-
-        gateway "!! Texhash failed" $exVal
-    zds_fold_end
-fi
-
-
-# lint backend
-if [[ "$1" == "lint_backend" ]] && [[ "$ZDS_TEST_JOB" == *"zds.gallery"* ]]; then
-    zds_fold_start "lint_backend" "* Run lint for backend"
-        ./scripts/no_import_zds_settings.sh \
-            && flake8 \
-            && flake8 --config=zds/settings/.flake8 zds/settings; exVal=$?
-
-        gateway "!! Test failed" $exVal
-    zds_fold_end
-fi
-
-# make migrations
-if [[ "$1" == "make_migrations" ]] && [[ "$ZDS_TEST_JOB" == *"zds."* ]]; then
-    zds_fold_start "make_migrations" "* Make migrations for backend tasks"
-        python manage.py makemigrations --dry-run --check; exVal=$?
-
-        gateway "!! Test failed" $exVal
-    zds_fold_end
-fi
-
-
-# lint frontend
-if [[ "$1" == "lint_frontend" ]] && [[ "$ZDS_TEST_JOB" == *"front"* ]]; then
-    zds_fold_start "lint_frontend" "* Run lint for frontend"
-        npm run lint; exVal=$?
-
-        gateway "!! Test failed" $exVal
-    zds_fold_end
-fi
-
-
-# coverage backend
-if [[ "$1" == "coverage_backend" ]] && [[ "$ZDS_TEST_JOB" == *"zds."* ]]; then
-    zds_fold_start "coverage_backend" "* Run coverage for backend"
-
-        zds_start_zmd
-
-        coverage run --source='.' manage.py \
-            test -v=2\
-            --keepdb \
-            --settings zds.settings.ci_test \
-            --exclude-tag=front \
-            ${ZDS_TEST_JOB/front/}; exVal=$?
-
-        gateway "!! Test failed" $exVal
-
-        zds_stop_zmd
-
-    zds_fold_end
-fi
-
-
-# print zmarkdown log
-if [[ "$1" == "print_zmarkdown_log" ]] && [[ "$ZDS_TEST_JOB" == *"zds."* ]]; then
-    zds_fold_start "zmarkdown_log" "* Print zmarkdown log"
-        node ./zmd/node_modules/pm2/bin/pm2 logs --nostream --raw --lines 1000
-    zds_fold_end
-fi
-
-
-# selenium test
-if [[ "$1" == "selenium_test" ]]  && [[ "$ZDS_TEST_JOB" == *"selenium"* ]]; then
-    zds_fold_start "selenium_test" "* Run selenium test for frontend"
-
-        zds_start_zmd
-
-        xvfb-run --server-args="-screen 0 1280x720x8" coverage run --source='.' manage.py \
-            test -v=2\
-            --settings zds.settings.ci_test \
-            --tag=front \
-            --keepdb; exVal=$?
-            
-        gateway "!! Test failed" $exVal
-
-        zds_stop_zmd
-
-    zds_fold_end
-fi
-
-
-# build documentation
-if [[ "$1" == "build_documentation" ]] && [[ "$ZDS_TEST_JOB" == *"doc"* ]]; then
-    zds_fold_start "doc" "* Run SphinxBuild to build documentation"
-        print_info "* Build documentation"
-        if [[ "$ZDS_TEST_JOB" == *"doc"* ]]; then
-            make generate-doc; exVal=$?
-            gateway "!! Build documentation failed" $exVal
-        fi
-    zds_fold_end
-fi
diff --git a/scripts/update_and_deploy.sh b/scripts/update_and_deploy.sh
deleted file mode 100755
index 642ff12f8d..0000000000
--- a/scripts/update_and_deploy.sh
+++ /dev/null
@@ -1,31 +0,0 @@
-#!/bin/bash
-#
-# Zeste de Savoir deployment script updater
-#
-# Updates the ZdS deployment script and launch it
-#
-# Usage:
-# - This script must be run by zds user
-# - This script has exactly 1 parameter: the tag name to deploy
-#
-
-if [ "$(whoami)" != "zds" ]; then
-  echo "This script must be run by zds user" >&2
-  exit 1
-fi
-
-if [ "$#" -ne 1 ]; then
-  echo "Usage: $0 <tag name>" >&2
-  exit 1
-fi
-
-echo "Backing up the previous deployment script"
-mv -f deploy.sh deploy.sh.bak
-
-echo "Fetching the appropriate version of the deployment script"
-wget https://raw.githubusercontent.com/zestedesavoir/zds-site/$1/scripts/deploy.sh
-chmod +x deploy.sh
-
-echo "Runing the deployment script…"
-./deploy.sh ok $@
-
diff --git a/update.md b/update.md
index 734cb67218..a68e805c81 100644
--- a/update.md
+++ b/update.md
@@ -1093,16 +1093,6 @@ Smileys Clem (#4408)
 + Éditer `/etc/nginx/sites-available/zestedesavoir` et ajouter `include snippets/clem_smileys.conf;` dans le bloc `location ~* ^/(static|media|errors)/ {`
 + Tester la configuration : `nginx -t`
 
-Script de déploiement
----------------------
-
-Le script de mise à jour du script de déploiement ayant changé, il faut d'abord récupérer la nouvelle version en faisant dans /opt/zds/zds-site
-
-```sh
-git fetch origin
-git checkout origin/dev scripts/update_and_deploy.sh
-```
-
 
 Lancer le script de déploiement
 -------------------------------
diff --git a/zds/member/tests/tests_front.py b/zds/member/tests/tests_front.py
index 937e4e191b..15388a7a4d 100644
--- a/zds/member/tests/tests_front.py
+++ b/zds/member/tests/tests_front.py
@@ -1,17 +1,19 @@
 from django.contrib.staticfiles.testing import StaticLiveServerTestCase
-from django.urls import reverse
 from django.test import tag
-from selenium.webdriver.firefox.webdriver import WebDriver
+from django.urls import reverse
+from selenium.webdriver import Firefox
+from selenium.webdriver.firefox.options import Options
 
 
-# NOTE In Django 1.11.4 there is a --selenium option for python manage.py test
 @tag('front')
 class MemberFrontTests(StaticLiveServerTestCase):
     @classmethod
     def setUpClass(cls):
         super(MemberFrontTests, cls).setUpClass()
-        cls.selenium = WebDriver()
-        cls.selenium.implicitly_wait(10)
+        options = Options()
+        options.headless = True
+        cls.selenium = Firefox(options=options)
+        cls.selenium.implicitly_wait(30)
 
     @classmethod
     def tearDownClass(cls):
diff --git a/zds/settings/ci_test.py b/zds/settings/ci_test.py
index 6d67173279..a27a687a29 100644
--- a/zds/settings/ci_test.py
+++ b/zds/settings/ci_test.py
@@ -1,14 +1,16 @@
+from colorlog import ColoredFormatter
+
 from .abstract_base import *
 from .abstract_test import *
 
 DATABASES = {
     'default': {
         'ENGINE': 'django.db.backends.mysql',
-        'NAME': 'zds_test',
+        'NAME': 'ci_db_name',
         'USER': 'root',
-        'PASSWORD': '',
+        'PASSWORD': 'ci_root_password',
         'HOST': '127.0.0.1',
-        'PORT': '',
+        'PORT': '3306',
         'CONN_MAX_AGE': 600,
         'OPTIONS': {
             'charset': 'utf8mb4',
@@ -19,3 +21,27 @@
 
 for logger in LOGGING['loggers'].values():
     logger['level'] = 'ERROR'
+    logger['formatters'] = {
+        'verbose': {
+            '()': ColoredFormatter,
+            'format': '%(log_color)s %(levelname)s %(reset)s %(bold_black)s%(name)s%(reset)s %(message)s',
+            'log_colors': {
+                'DEBUG': 'fg_white,bg_black',
+                'INFO': 'fg_black,bg_bold_white',
+                'WARNING': 'fg_black,bg_bold_yellow',
+                'ERROR': 'fg_bold_white,bg_bold_red',
+                'CRITICAL': 'fg_bold_white,bg_bold_red',
+            },
+        },
+
+        'django.server': {
+            '()': ColoredFormatter,
+            'format': '%(log_color)s%(message)s',
+            'log_colors': {
+                'INFO': 'bold_black',
+                'WARNING': 'bold_yellow',
+                'ERROR': 'bold_red',
+                'CRITICAL': 'bold_red',
+            },
+        },
+    }
diff --git a/zds/tutorialv2/tests/tests_front.py b/zds/tutorialv2/tests/tests_front.py
index 16b02e7289..5645af01cd 100644
--- a/zds/tutorialv2/tests/tests_front.py
+++ b/zds/tutorialv2/tests/tests_front.py
@@ -1,14 +1,17 @@
+from copy import deepcopy
+from django.conf import settings
 from django.contrib.staticfiles.testing import StaticLiveServerTestCase
 from django.test import override_settings
+from django.test import tag
 from django.urls import reverse
 from selenium.common.exceptions import WebDriverException
+from selenium.webdriver import Firefox
+from selenium.webdriver.common.action_chains import ActionChains
 from selenium.webdriver.common.by import By
-from selenium.webdriver.firefox.webdriver import WebDriver
-from django.test import tag
+from selenium.webdriver.firefox.options import Options
 from selenium.webdriver.support import expected_conditions
-from selenium.webdriver.support.ui import WebDriverWait
 from selenium.webdriver.support import expected_conditions as ec
-from selenium.webdriver.common.action_chains import ActionChains
+from selenium.webdriver.support.ui import WebDriverWait
 
 from zds.member.factories import StaffProfileFactory, ProfileFactory
 from zds.tutorialv2.factories import (
@@ -20,9 +23,6 @@
 )
 from zds.tutorialv2.models.database import PublishedContent, PublishableContent
 from zds.tutorialv2.tests import TutorialTestMixin, TutorialFrontMixin
-from copy import deepcopy
-from django.conf import settings
-
 from zds.utils.factories import CategoryFactory
 
 overridden_zds_app = deepcopy(settings.ZDS_APP)
@@ -38,7 +38,9 @@ class PublicationFronttest(StaticLiveServerTestCase, TutorialTestMixin, Tutorial
     @classmethod
     def setUpClass(cls):
         super(PublicationFronttest, cls).setUpClass()
-        cls.selenium = WebDriver()
+        options = Options()
+        options.headless = True
+        cls.selenium = Firefox(options=options)
         cls.selenium.implicitly_wait(10)
 
     @classmethod