diff --git a/.circleci/config.yml b/.circleci/config.yml
new file mode 100644
index 0000000..68d70ac
--- /dev/null
+++ b/.circleci/config.yml
@@ -0,0 +1,88 @@
+version: 2
+
+test-template: &test-template
+  working_directory: ~/Buku
+  environment:
+    CI_FORCE_TEST: 1
+  steps:
+    - run:
+        command: |
+          apt update && apt install -y --no-install-recommends git
+          pip install --upgrade setuptools flake8 pylint
+    - checkout
+    - run:
+        command: |
+          pip install -e .[tests]
+          pip install -r requirements.txt
+          python3 -m flake8
+          echo buku | xargs pylint --rcfile tests/.pylintrc
+          find . -iname "*.py" ! -path "./api/*" | xargs pylint --rcfile tests/.pylintrc
+          python3 -m pytest ./tests/test_*.py --cov buku -vv --durations=0
+
+jobs:
+  py34:
+    docker:
+      - image: python:3.4-slim
+    <<: *test-template
+
+  py35:
+    docker:
+      - image: python:3.5-slim
+    <<: *test-template
+
+  py36:
+    docker:
+      - image: python:3.6-slim
+    <<: *test-template
+
+  py37:
+    docker:
+      - image: python:3.7-slim
+    <<: *test-template
+
+  package-and-publish:
+    machine: true
+    working_directory: ~/Buku
+    steps:
+      - checkout
+      - run:
+          name: "package with packagecore"
+          command: |
+            # Use latest installed python3 from pyenv
+            export PYENV_VERSION="$(pyenv versions | grep -Po '\b3\.\d+\.\d+' | tail -1)"
+            pip install packagecore
+            packagecore -o ./dist/ ${CIRCLE_TAG#v}
+      - run:
+          name: "publish to GitHub"
+          command: |
+            go get github.com/tcnksm/ghr
+            ghr -t ${GITHUB_API_TOKEN} -u ${CIRCLE_PROJECT_USERNAME} -r ${CIRCLE_PROJECT_REPONAME} -c ${CIRCLE_SHA1} -replace ${CIRCLE_TAG} ./dist/
+
+workflows:
+  version: 2
+
+  test:
+    jobs: &all-tests
+      - py34
+      - py35
+      - py36
+      - py37
+
+  nightly:
+    triggers:
+      - schedule:
+          cron: "0 0 * * *"
+          filters:
+            branches:
+              only:
+                - master
+    jobs: *all-tests
+
+  publish-github-release:
+    jobs:
+      - package-and-publish:
+          filters:
+            tags:
+              only: /^v.*/
+            branches:
+              ignore: /.*/
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 42cc563..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,36 +0,0 @@
-language: python
-python:
-  - "3.4"
-  - "3.5"
-  - "3.6"
-sudo: required
-services:
-  - docker
-dist: trusty
-before_install:
-  - "pip install --upgrade setuptools"
-  - "pip install --upgrade pip"
-  - "pip install -e .[tests]"
-install: "pip install -r requirements.txt"
-script:
-  - python3 -m flake8
-  - echo buku | xargs pylint --rcfile tests/.pylintrc
-  - find . -iname "*.py" ! -path "./api/*" | xargs pylint --rcfile tests/.pylintrc
-  - python3 -m pytest ./tests/test_*.py --cov buku -vv --durations=0
-before_deploy:
-  - sudo apt-get update -qy
-  - sudo apt-get install -qy python3 python3-pip
-  - python3 -m pip install packagecore
-  - packagecore -o dist/ "${TRAVIS_TAG#v}"
-deploy:
-  provider: releases
-  api_key:
-    secure: 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
-  file_glob: true
-  file:
-    - dist/*
-  skip_cleanup: true
-  on:
-    tags: true
-    repo: jarun/Buku
-    python: "3.6"
diff --git a/README.md b/README.md
index 99bce21..3300495 100644
--- a/README.md
+++ b/README.md
@@ -13,7 +13,7 @@
 
 <p align="center">
 <a href="https://repology.org/metapackage/buku"><img src="https://repology.org/badge/tiny-repos/buku.svg" alt="Availability"></a>
-<a href="https://travis-ci.org/jarun/Buku"><img src="https://img.shields.io/travis/jarun/Buku.svg" alt="Build Status" /></a>
+<a href="https://circleci.com/gh/jarun/workflows/Buku"><img src="https://img.shields.io/circleci/project/github/jarun/Buku.svg" alt="Build Status" /></a>
 <a href="http://buku.readthedocs.io/en/latest/?badge=latest"><img src="https://readthedocs.org/projects/buku/badge/?version=latest" alt="Docs Status" /></a>
 <a href="https://snyk.io/test/github/jarun/Buku"><img src="https://snyk.io/test/github/jarun/Buku/badge.svg" /></a>
 <a href="https://github.com/jarun/buku/blob/master/LICENSE"><img src="https://img.shields.io/badge/license-GPLv3-yellow.svg?maxAge=2592000" alt="License" /></a>