diff --git a/.circleci/config.yml b/.circleci/config.yml
new file mode 100644
index 0000000000000..f12936072f4ff
--- /dev/null
+++ b/.circleci/config.yml
@@ -0,0 +1,57 @@
+version: 2
+
+defaults: &defaults
+  docker:
+    - image: circleci/python:3.6
+  working_directory: ~/marquez_airflow
+
+
+jobs:
+  build:
+    <<: *defaults
+    steps:
+      - checkout
+      - run: pip install --user  -r requirements.txt
+
+  test:
+    <<: *defaults
+    steps:
+      - checkout
+      - run: pip install --user  -r test-requirements.txt
+      - run:
+          name: Install airflow from package
+          environment:
+            SLUGIFY_USES_TEXT_UNIDECODE: 'yes'
+          command: pip install --user -e .
+      - run: python -m pytest ./test
+
+  integration-test:
+    <<: *defaults
+    steps:
+      - checkout
+      - run: pip install --user -r test-requirements.txt
+
+  release:
+    <<: *defaults
+    steps:
+      - checkout
+      - run: pip install --user twine
+      - run: python setup.py sdist
+      - run: python -m twine upload --verbose dist/*
+
+workflows:
+  version: 2
+  marquez_airflow:
+    jobs:
+      - build
+      - test:
+          requires:
+            - build
+      - release:
+          requires:
+            - test
+          filters:
+            tags:
+              only: /^[0-9]+(\.[0-9]+){2}$/
+            branches:
+              ignore: /.*/
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000000000..4c8a2455ef06c
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,6 @@
+certifi >= 14.05.14
+six >= 1.10
+python_dateutil >= 2.5.3
+setuptools >= 21.0.0
+urllib3 >= 1.15.1
+marquez-python==0.1.4
\ No newline at end of file
diff --git a/setup.py b/setup.py
index d3cbced99bac5..3ecd6fea47b99 100644
--- a/setup.py
+++ b/setup.py
@@ -14,7 +14,7 @@
     url="https://github.com/MarquezProject/marquez-airflow",
     packages=setuptools.find_packages(),
     install_requires = [
-        "marquez-python>=1.2.1",
+        "marquez-python>=0.1.4",
         "apache-airflow>=1.9.0"
     ],
 )
diff --git a/test-requirements.txt b/test-requirements.txt
new file mode 100644
index 0000000000000..6c10bcbf37781
--- /dev/null
+++ b/test-requirements.txt
@@ -0,0 +1,11 @@
+coverage>=4.0.3
+nose>=1.3.7
+pluggy>=0.3.1
+py>=1.4.31
+randomize>=0.13
+pytest
+urllib3
+pytzdata
+marquez-python==0.1.4
+apache-airflow==1.9.0
+pendulum
\ No newline at end of file