diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 00000000..affa7337
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,88 @@
+name: Invidious CI
+
+on:
+  push:
+    branches:
+      - "master"
+      - "api-only"
+  pull_request:
+    branches: "*"
+
+jobs:
+  build:
+    
+    runs-on: ubuntu-latest
+    
+    steps:
+      - uses: actions/checkout@v2
+      
+      # - name: Find out latest Crystal version
+      #   run: |
+      #     crystal_latest=$(curl -ILs -o /dev/null -w %{url_effective} https://github.com/crystal-lang/crystal/releases/latest | grep -o '[^/]*$')
+      #     echo "crystal_latest=$crystal_latest" >> $GITHUB_ENV
+      #     echo $crystal_latest
+      #
+      # - name: Cache Crystal
+      #   uses: actions/cache@v2
+      #   with:
+      #     path: ./crystal-bin
+      #     key: crystal-${{ env.crystal_latest }}
+      #
+      # - name: Add custom Crystal dir to path
+      #   run: echo "./crystal-bin" >> $GITHUB_PATH
+      #
+      # - name: Find out installed Crystal version
+      #   run: |
+      #     if ! [ -x "$(command -v crystal)" ]; then
+      #       crystal_installed="none"
+      #     else
+      #       crystal_installed=$(crystal version | grep Crystal | awk '{print $2}')
+      #     fi
+      #     echo "crystal_installed=$crystal_installed" >> $GITHUB_ENV
+      #     echo $crystal_installed
+      
+      - name: Install Crystal
+        uses: oprypin/install-crystal@v1.2.4
+        # if: env.crystal_installed != env.crystal_latest
+        # with:
+        #   destination: ./crystal-bin
+
+      - name: Cache Shards
+        uses: actions/cache@v2
+        with:
+          path: ./lib
+          key: shards-${{ hashFiles('shard.lock') }}
+      
+      - name: Install Shards
+        run: |
+          if ! shards check; then
+            shards install
+          fi
+      
+      - name: Run tests
+        run: crystal spec
+      
+      - name: Run lint
+        run: |
+          if ! crystal tool format --check; then
+            crystal tool format
+            git diff
+            exit 1
+          fi
+      
+      - name: Build
+        run: crystal build --warnings all --error-on-warnings --error-trace src/invidious.cr
+      
+  build-docker:
+    
+    runs-on: ubuntu-latest
+    
+    steps:
+      - uses: actions/checkout@v2
+      
+      - name: Build Docker
+        run: docker-compose up -d
+      
+      - name: Test Docker
+        run: while curl -Isf http://localhost:3000; do sleep 1; done
+
diff --git a/.gitignore b/.gitignore
index c1ca4c20..3bbfccf0 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,4 +6,3 @@
 /.vscode/
 /invidious
 /sentry
-shard.lock
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index f443e815..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,47 +0,0 @@
-dist: bionic
-
-# Work around broken Travis Crystal image
-addons:
-  apt:
-    packages:
-      - gcc
-      - pkg-config
-      - git
-      - tzdata
-      - libpcre3-dev
-      - libevent-dev
-      - libyaml-dev
-      - libgmp-dev
-      - libssl-dev
-      - libxml2-dev
-
-jobs:
-  include:
-    - stage: build
-      # TODO: Shallowly clone again once the .git folder is no longer required for building
-      git:
-        depth: false
-      language: crystal
-      crystal: latest
-      before_install:
-        - crystal --version
-        - shards update
-        - shards install
-      install:
-        - crystal build --warnings all --error-on-warnings src/invidious.cr
-      script:
-        - crystal tool format --check
-        - crystal spec
-
-    - stage: build_docker
-      # TODO: Shallowly clone again once the .git folder is no longer required for building
-      git:
-        depth: false
-      language: minimal
-      services:
-        - docker
-      install:
-        - docker-compose build
-      script:
-        - docker-compose up -d
-        - while curl -Isf http://localhost:3000; do sleep 1; done
diff --git a/README.md b/README.md
index 64017379..91e36daf 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Invidious
 
-[![Build Status](https://travis-ci.org/iv-org/invidious.svg?branch=master)](https://travis-ci.org/github/iv-org/invidious) [![Translation Status](https://hosted.weblate.org/widgets/invidious/-/translations/svg-badge.svg)](https://hosted.weblate.org/engage/invidious/)
+[![Build Status](https://github.com/iv-org/invidious/workflows/Invidious%20CI/badge.svg)](https://github.com/iv-org/invidious/actions) [![Translation Status](https://hosted.weblate.org/widgets/invidious/-/translations/svg-badge.svg)](https://hosted.weblate.org/engage/invidious/)
 
 ## Invidious is an alternative front-end to YouTube
 
diff --git a/shard.lock b/shard.lock
new file mode 100644
index 00000000..1cf34ae7
--- /dev/null
+++ b/shard.lock
@@ -0,0 +1,42 @@
+version: 2.0
+shards:
+  db:
+    git: https://github.com/crystal-lang/crystal-db.git
+    version: 0.9.0
+
+  exception_page:
+    git: https://github.com/crystal-loot/exception_page.git
+    version: 0.1.4
+
+  kemal:
+    git: https://github.com/kemalcr/kemal.git
+    version: 0.26.1+git.commit.dfe7dca08f4c9a9456d6132af5f6b59fcd6865e4
+
+  kilt:
+    git: https://github.com/jeromegn/kilt.git
+    version: 0.4.0
+
+  lsquic:
+    git: https://github.com/iv-org/lsquic.cr.git
+    version: 2.18.1-1
+
+  pg:
+    git: https://github.com/will/crystal-pg.git
+    version: 0.21.1
+
+  pool:
+    git: https://github.com/ysbaddaden/pool.git
+    version: 0.2.3
+
+  protodec:
+    git: https://github.com/omarroth/protodec.git
+    version: 0.1.3
+
+  radix:
+    git: https://github.com/luislavena/radix.git
+    version: 0.3.9
+
+  sqlite3:
+    git: https://github.com/crystal-lang/crystal-sqlite3.git
+    version: 0.16.0
+