diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 364af00..4d07567 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -4,100 +4,68 @@
 # - docker:dind
 # When using dind, it's wise to use the overlayfs driver for
 # improved performance.
-
 stages:
   - test
-  - push
-  - deploy
-  - clean
-
-before_script:
-  - make -e login
+  - publish
+  - check_published
 
-.test: &test_definition
-  stage: test
-  script:
-    - make -e test-$PYTHON_VERSION
-  except:
-    - tags # Avoid unnecessary double testing
-    
-test-3.6:
-  <<: *test_definition
+docker:
+  stage: publish
+  image:
+    name: gcr.io/kaniko-project/executor:debug
+    entrypoint: [""]
   variables:
-    PYTHON_VERSION: "3.6"
-
-test-3.7:
-  <<: *test_definition
-  allow_failure: true
-  variables:
-    PYTHON_VERSION: "3.7"
-
-push:
-  stage: push
+    PYTHON_VERSION: "3.10"
+  tags:
+    - docker
   script:
-    - make -e push
+    - sed "s/{{PYVERSION}}/$PYTHON_VERSION/" Dockerfile.template > Dockerfile
+    - echo "{\"auths\":{\"$CI_REGISTRY\":{\"username\":\"$CI_REGISTRY_USER\",\"password\":\"$CI_REGISTRY_PASSWORD\"},\"https://index.docker.io/v1\":{\"auth\":\"$HUB_AUTH\"}}" > /kaniko/.docker/config.json
+    # The skip-tls-verify flag is there because our registry certificate is self signed
+    - /kaniko/executor --context $CI_PROJECT_DIR --skip-tls-verify --dockerfile $CI_PROJECT_DIR/Dockerfile --destination $CI_REGISTRY_IMAGE:$CI_COMMIT_TAG --destination $HUB_REPO:$CI_COMMIT_TAG
   only:
     - tags
-    - triggers
-    - fix-makefiles
 
-push-latest:
-  stage: push
+testpy37:
+  tags:
+    - docker
+  image: python:3.7
+  stage: test
   script:
-    - make -e push-latest
-  only:
-    - master
-    - triggers
-    - fix-makefiles
+    - pip install -r requirements.txt -r test-requirements.txt
+    - python setup.py test
 
-push-github:
-  stage: deploy
+testpy310:
+  tags:
+    - docker
+  image: python:3.10
+  stage: test
   script:
-    - make -e push-github
-  only:
-    - master
-    - triggers
-    - fix-makefiles
+    - pip install -r requirements.txt -r test-requirements.txt
+    - python setup.py test
 
-deploy_pypi:
-  stage: deploy
-  script:   # Configure the PyPI credentials, then push the package, and cleanup the creds.
-    - echo "[server-login]" >> ~/.pypirc
-    - echo "repository=https://upload.pypi.org/legacy/" >> ~/.pypirc
-    - echo "username=" ${PYPI_USER} >> ~/.pypirc
-    - echo "password=" ${PYPI_PASSWORD} >> ~/.pypirc
-    - make pip_upload
-    - echo "" > ~/.pypirc && rm ~/.pypirc  # If the above fails, this won't run.
+push_pypi:
   only:
-    - /^v?\d+\.\d+\.\d+([abc]\d*)?$/  # PEP-440 compliant version (tags)
-  except:
-    - branches
-
-deploy:
-  stage: deploy
-  environment: test
+    - tags
+  tags:
+    - docker
+  image: python:3.7
+  stage: publish
   script:
-    - make -e deploy
-  only:
-    - master
-    - fix-makefiles
+    - echo $CI_COMMIT_TAG > senpy/VERSION
+    - pip install twine
+    - python setup.py sdist bdist_wheel
+    - TWINE_PASSWORD=$PYPI_PASSWORD TWINE_USERNAME=$PYPI_USERNAME python -m twine upload dist/*
 
-push-github:
-  stage: deploy
-  script:
-    - make -e push-github
+check_pypi:
   only:
-    - master
-    - triggers
-
-clean :
-  stage: clean
+    - tags
+  tags:
+    - docker
+  image: python:3.7
+  stage: check_published
   script:
-    - make -e clean
-  when: manual
-
-cleanup_py:
-   stage: clean
-   when: always   # this is important; run even if preceding stages failed.
-   script:
-    - rm -vf ~/.pypirc  # we don't want to leave these around, but GitLab may clean up anyway.
+    - pip install senpy==$CI_COMMIT_TAG
+  # Allow PYPI to update its index before we try to install 
+  when: delayed
+  start_in: 10 minutes
diff --git a/senpy/blueprints.py b/senpy/blueprints.py
index cf9ba50..cff01d8 100644
--- a/senpy/blueprints.py
+++ b/senpy/blueprints.py
@@ -204,8 +204,8 @@ def basic_api(f):
     return decorated_function
 
 
-@api_blueprint.route('/', defaults={'plugins': None}, methods=['POST', 'GET'])
-@api_blueprint.route('/<path:plugins>', methods=['POST', 'GET'])
+@api_blueprint.route('/', defaults={'plugins': None}, methods=['POST', 'GET'], strict_slashes=False)
+@api_blueprint.route('/<path:plugins>', methods=['POST', 'GET'], strict_slashes=False)
 @basic_api
 def api_root(plugins):
     if plugins: