diff --git a/.circleci/config.yml b/.circleci/config.yml
new file mode 100644
index 0000000..ce7a7a4
--- /dev/null
+++ b/.circleci/config.yml
@@ -0,0 +1,35 @@
+version: 2
+jobs:
+  build:
+    docker:
+      - image: circleci/python:3.6.1
+
+    steps:
+      - checkout
+
+      # Download and cache dependencies
+      - restore_cache:
+          keys:
+          - v1-dependencies-{{ checksum "dev-requirements.txt" }}
+          # fallback to using the latest cache if no exact match is found
+          - v1-dependencies-
+
+      - run:
+          name: install dependencies
+          command: |
+            python3 -m venv venv
+            . venv/bin/activate
+            pip3 install -r dev-requirements.txt
+      - save_cache:
+          paths:
+            - ./venv
+          key: v1-dependencies-{{ checksum "dev-requirements.txt" }}
+
+      # run tests!
+      - run:
+          name: run tests
+          command: |
+            . venv/bin/activate
+            python setup.py testci
+      - store_test_results:
+          path: test-reports
diff --git a/.gitignore b/.gitignore
index e0f690e..bf34d17 100644
--- a/.gitignore
+++ b/.gitignore
@@ -16,3 +16,6 @@
 /.eggs/*
 
 .idea/
+/build
+/.pytest_cache
+/test-reports
diff --git a/circle.yml b/circle.yml
deleted file mode 100644
index 703e566..0000000
--- a/circle.yml
+++ /dev/null
@@ -1,3 +0,0 @@
-test:
-  override:
-    - python setup.py test
diff --git a/setup.cfg b/setup.cfg
index b7e4789..2afef42 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,2 +1,3 @@
 [aliases]
 test=pytest
+testci=pytest --addopts "--junitxml=test-reports/junit.xml"