diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 00000000..6228992c
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,2 @@
+include:
+  - local: .gitlab_ci/base.yml
diff --git a/.gitlab_ci/_templates.yml b/.gitlab_ci/_templates.yml
new file mode 100644
index 00000000..a4f1a913
--- /dev/null
+++ b/.gitlab_ci/_templates.yml
@@ -0,0 +1,96 @@
+variables:
+  DOCKER_IMAGE_TAG: $CI_COMMIT_SHA
+  DOCKER_IMAGE_NAME: $CI_PROJECT_NAME
+  DOCKER_IMAGE_FULL_TAG: $CI_REGISTRY_IMAGE/$DOCKER_IMAGE_NAME:$DOCKER_IMAGE_TAG
+  DOCKER_VERSION: 27.4
+
+.docker-gitlab-login: &docker-gitlab-login
+  - echo $CI_REGISTRY_PASSWORD | docker login -u $CI_REGISTRY_USER --password-stdin $CI_REGISTRY
+
+# Build Docker image for test
+# TODO: Sign image using Cosign
+.build-and-push-gitlab:
+  image: docker:$DOCKER_VERSION
+  services:
+    - docker:$DOCKER_VERSION-dind
+  variables:
+    DOCKER_BUILDKIT: 1
+    DOCKER_PLATFORM: ""
+    DOCKER_TARGET: ""
+    DOCKER_CACHE_FULL_TAG: $CI_REGISTRY_IMAGE/$DOCKER_IMAGE_NAME:cache
+  before_script:
+    - apk add --no-cache bash git
+  script:
+    - docker buildx create --use
+    - docker buildx inspect --bootstrap
+    - *docker-gitlab-login
+    - echo "Building $DOCKER_IMAGE_FULL_TAG - Cache from $DOCKER_CACHE_FULL_TAG"
+    - if [[ -n "$DOCKER_TARGET" ]]; then export TARGET_ARG="--target $DOCKER_TARGET"; fi;
+    - if [[ -n "$DOCKER_PLATFORM" ]]; then export PLATFORM_ARG="--platform $DOCKER_PLATFORM"; fi;
+    - if [[ -n "$DOCKER_PLATFORM" ]]; then export PLATFORM_SUFFIX="-$(echo $DOCKER_PLATFORM | sed 's/\///')"; fi;
+    # remove \ from platform variable
+    - export SUFFIX=$(echo $DOCKER_PLATFORM | sed 's/\///')
+    - docker buildx build --push
+      $TARGET_ARG
+      --tag $DOCKER_IMAGE_FULL_TAG$PLATFORM_SUFFIX
+      $PLATFORM_ARG
+      --cache-from type=registry,ref=$DOCKER_CACHE_FULL_TAG
+      --cache-to type=registry,ref=$DOCKER_CACHE_FULL_TAG
+      .
+
+# Architectures are hardcoded for multiarch, need to make this better
+.multiarch-manifest-gitlab:
+  image: docker:$DOCKER_VERSION
+  services:
+    - docker:$DOCKER_VERSION-dind
+  script:
+    - *docker-gitlab-login
+    - echo "Building $DOCKER_IMAGE_FULL_TAG multiarch manifest"
+    - docker buildx imagetools create
+      --tag $DOCKER_IMAGE_FULL_TAG
+      $DOCKER_IMAGE_FULL_TAG-linuxamd64
+      $DOCKER_IMAGE_FULL_TAG-linuxarm64
+
+.promote-image:
+  image: docker:$DOCKER_VERSION
+  variables:
+    PROMOTED_ENVIRONMENT: "dev"
+    DOCKER_BUILDKIT: 1
+  services:
+    - docker:$DOCKER_VERSION-dind
+  script:
+    - *docker-gitlab-login
+    # Remove the UTC offset, not supported by `date` in docker image (busybox)
+    - export CLEAN_DATETIME=$(echo "$CI_JOB_STARTED_AT" | sed 's/+00:00//' | sed 's/Z//')
+    # Transform in unix timestamp
+    - export UNIX_TIMESTAMP=$(date -d "$CLEAN_DATETIME" -D "%Y-%m-%dT%H:%M:%S" +%s)
+    - echo "Unix timestamp - $UNIX_TIMESTAMP"
+    - echo "Tagging $CI_REGISTRY_IMAGE/$DOCKER_IMAGE_NAME:$PROMOTED_ENVIRONMENT-$UNIX_TIMESTAMP from $DOCKER_IMAGE_FULL_TAG"
+    - docker buildx imagetools create
+      --annotation index:org.opencontainers.image.version=$CI_COMMIT_SHORT_SHA
+      --annotation index:org.opencontainers.image.revision=$CI_COMMIT_SHA
+      --annotation index:org.opencontainers.image.source=$CI_PROJECT_URL
+      --annotation index:org.opencontainers.image.created=$CI_JOB_STARTED_AT
+      --tag $CI_REGISTRY_IMAGE/$DOCKER_IMAGE_NAME:$PROMOTED_ENVIRONMENT-$UNIX_TIMESTAMP
+      $DOCKER_IMAGE_FULL_TAG
+
+.python-typing:
+  image: $DOCKER_IMAGE_FULL_TAG
+  script:
+    - make typing
+
+.python-lint:
+  image: $DOCKER_IMAGE_FULL_TAG
+  script:
+    - make lint
+
+.python-format:
+  image: $DOCKER_IMAGE_FULL_TAG
+  script:
+    - make format
+
+.python-tests:
+  image: $DOCKER_IMAGE_FULL_TAG
+  script:
+    - make test
+
diff --git a/.gitlab_ci/base.yml b/.gitlab_ci/base.yml
new file mode 100644
index 00000000..660333f1
--- /dev/null
+++ b/.gitlab_ci/base.yml
@@ -0,0 +1,17 @@
+variables:
+  # Use docker.io for Docker Hub if empty
+  REGISTRY: registry.gitlab.com
+  # IMAGE_NAME is defined as <account>/<repo> in GitLab CI/CD
+  IMAGE_NAME: $CI_REGISTRY_IMAGE
+  TEST_TAG: $REGISTRY/$CI_PROJECT_PATH:test
+
+stages:
+  - build
+  - test
+  - deploy
+
+include:
+  - local: /.gitlab_ci/_templates.yml
+  - local: /.gitlab_ci/build.yml
+  - local: /.gitlab_ci/test.yml
+  - local: /.gitlab_ci/deploy.yml
diff --git a/.gitlab_ci/build.yml b/.gitlab_ci/build.yml
new file mode 100644
index 00000000..600fcb14
--- /dev/null
+++ b/.gitlab_ci/build.yml
@@ -0,0 +1,58 @@
+# Build Docker image for test
+build-test:
+  stage: build
+  variables:
+    DOCKER_IMAGE_NAME: $CI_PROJECT_NAME-test
+    DOCKER_TARGET: dev
+  rules:
+    # We run the pipeline only on merge requests or the `main` branch
+    - if: $CI_COMMIT_REF_NAME == $CI_DEFAULT_BRANCH
+    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
+  extends:
+    - .build-and-push-gitlab
+
+# TODO: Make the multi-arch build in a single job (perhaps with a nested workflow)
+build-http-app-amd64:
+  stage: build
+  variables:
+    DOCKER_IMAGE_NAME: $CI_PROJECT_NAME-http
+    DOCKER_PLATFORM: "linux/amd64"
+    DOCKER_TARGET: http_app
+  tags:
+    - saas-linux-small-amd64
+  rules:
+    # We run the pipeline only on merge requests or the `main` branch
+    - if: $CI_COMMIT_REF_NAME == $CI_DEFAULT_BRANCH
+    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
+  extends:
+    - .build-and-push-gitlab
+
+build-http-app-arm64:
+  stage: build
+  variables:
+    DOCKER_IMAGE_NAME: $CI_PROJECT_NAME-http
+    DOCKER_PLATFORM: "linux/arm64"
+    DOCKER_TARGET: http_app
+  tags:
+    - saas-linux-small-arm64
+  rules:
+    # We run the pipeline only on merge requests or the `main` branch
+    - if: $CI_COMMIT_REF_NAME == $CI_DEFAULT_BRANCH
+    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
+  extends:
+    - .build-and-push-gitlab
+
+aggregate-http-manifests:
+  stage: build
+  needs:
+    - build-http-app-amd64
+    - build-http-app-arm64
+  variables:
+    DOCKER_IMAGE_NAME: $CI_PROJECT_NAME-http
+  rules:
+    # We run the pipeline only on merge requests or the `main` branch
+    - if: $CI_COMMIT_REF_NAME == $CI_DEFAULT_BRANCH
+    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
+  extends:
+    - .multiarch-manifest-gitlab
+
diff --git a/.gitlab_ci/deploy.yml b/.gitlab_ci/deploy.yml
new file mode 100644
index 00000000..154b8b04
--- /dev/null
+++ b/.gitlab_ci/deploy.yml
@@ -0,0 +1,11 @@
+promote-dev:
+  stage: deploy
+  variables:
+    DOCKER_IMAGE_NAME: $CI_PROJECT_NAME-http
+  rules:
+    # We run the pipeline only on merge requests or the `main` branch
+    - if: $CI_COMMIT_REF_NAME == $CI_DEFAULT_BRANCH
+    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
+  extends:
+    - .promote-image
+  when: manual
diff --git a/.gitlab_ci/test.yml b/.gitlab_ci/test.yml
new file mode 100644
index 00000000..6fe1e40b
--- /dev/null
+++ b/.gitlab_ci/test.yml
@@ -0,0 +1,44 @@
+# Test Docker image
+typing:
+  stage: test
+  variables:
+    DOCKER_IMAGE_NAME: $CI_PROJECT_NAME-test
+  rules:
+    # We run the pipeline only on merge requests or the `main` branch
+    - if: $CI_COMMIT_REF_NAME == $CI_DEFAULT_BRANCH
+    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
+  extends:
+    - .python-typing
+
+lint:
+  stage: test
+  variables:
+    DOCKER_IMAGE_NAME: $CI_PROJECT_NAME-test
+  rules:
+    # We run the pipeline only on merge requests or the `main` branch
+    - if: $CI_COMMIT_REF_NAME == $CI_DEFAULT_BRANCH
+    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
+  extends:
+    - .python-lint
+
+format:
+  stage: test
+  variables:
+    DOCKER_IMAGE_NAME: $CI_PROJECT_NAME-test
+  rules:
+    # We run the pipeline only on merge requests or the `main` branch
+    - if: $CI_COMMIT_REF_NAME == $CI_DEFAULT_BRANCH
+    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
+  extends:
+    - .python-format
+
+tests:
+  stage: test
+  variables:
+    DOCKER_IMAGE_NAME: $CI_PROJECT_NAME-test
+  rules:
+    # We run the pipeline only on merge requests or the `main` branch
+    - if: $CI_COMMIT_REF_NAME == $CI_DEFAULT_BRANCH
+    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
+  extends:
+    - .python-tests
diff --git a/README.md b/README.md
index ec7bbe72..58d53843 100644
--- a/README.md
+++ b/README.md
@@ -25,6 +25,7 @@ This template provides out of the box some commonly used functionalities:
 * Repository pattern for databases using [SQLAlchemy](https://www.sqlalchemy.org/) and [SQLAlchemy bind manager](https://febus982.github.io/sqlalchemy-bind-manager/stable/)
 * Database migrations using [Alembic](https://alembic.sqlalchemy.org/en/latest/) (configured supporting both sync and async SQLAlchemy engines)
 * Authentication and Identity Provider using [ORY Zero Trust architecture](https://www.ory.sh/docs/kratos/guides/zero-trust-iap-proxy-identity-access-proxy)
+* Example CI/CD deployment pipeline for GitLab (The focus for this repository is still GitHub but, in case you want to use GitLab 🤷)
 * [TODO] Producer and consumer to emit and consume events using [CloudEvents](https://cloudevents.io/) format on [Confluent Kafka](https://docs.confluent.io/kafka-clients/python/current/overview.html)
 
 ## Documentation