diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 9656461..f43ff99 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -9,7 +9,7 @@ test:
   script:
     - apk add --no-cache make
     - make ci-install-alpine-requirements
-    - python setup.py install
+    - pip install .
     - make ci-install-python-requirements
     - make test
 
@@ -17,7 +17,7 @@ build:images:
   script:
     - apk add --no-cache make
     - make ci-install-alpine-requirements
-    - python setup.py install
+    - pip install .
     - make ci-build-images
   tags:
     - private
@@ -49,7 +49,7 @@ deploy:images:
   script:
     - apk add --no-cache make
     - make ci-install-alpine-requirements
-    - python setup.py install
+    - pip install .
     - make ci-push-images
   only:
     - tags
diff --git a/Makefile b/Makefile
index 0862140..6e42a4a 100644
--- a/Makefile
+++ b/Makefile
@@ -76,7 +76,7 @@ ci-install-alpine-requirements: ## Install requirements for a python:alpine imag
 ci-install-python-requirements: ## Install requirements
 	pip3 install --upgrade pip
 	pip3 install setuptools==44.0.0
-	python3 setup.py install
+	pip install .
 	pip3 install -r requirements/dev.txt
 
 ci-install-plugins: ci-install-python-requirements ## Install all supported plugins