diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..d748b67
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,42 @@
+name: CI
+on:
+  - push
+  - pull_request
+jobs:
+  test:
+    name: Julia ${{ matrix.version }} - ${{ matrix.os }} - ${{ matrix.arch }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        julia-version:
+          - '1.0'
+          - '1.3'
+          - '1.5'
+          - 'nightly'
+        os:
+          - ubuntu-latest
+          - windows-latest
+          - macOS-latest
+        julia-arch:
+          - x64
+    steps:
+      - uses: actions/checkout@v2
+      - uses: julia-actions/setup-julia@v1
+        with:
+          version: ${{ matrix.version }}
+          arch: ${{ matrix.arch }}
+      - uses: actions/cache@v1
+        env:
+          cache-name: cache-artifacts
+        with:
+          path: ~/.julia/artifacts
+          key: ${{ runner.os }}-test-${{ env.cache-name }}-${{ hashFiles('**/Project.toml') }}
+          restore-keys: |
+            ${{ runner.os }}-test-${{ env.cache-name }}-
+            ${{ runner.os }}-test-
+            ${{ runner.os }}-
+      - uses: julia-actions/julia-buildpkg@latest
+      - uses: julia-actions/julia-runtest@latest
+        continue-on-error: ${{ matrix.version == 'nightly' }}
+      - uses: julia-actions/julia-processcoverage@v1
+      - uses: codecov/codecov-action@v1
\ No newline at end of file
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
new file mode 100644
index 0000000..1da0f2e
--- /dev/null
+++ b/.github/workflows/docs.yml
@@ -0,0 +1,23 @@
+name: Documentation
+
+on:
+  push:
+    branches:
+      - master
+    tags: '*'
+  pull_request:
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: julia-actions/setup-julia@latest
+        with:
+          version: '1.5'
+      - name: Install dependencies
+        run: julia --project=docs/ -e 'using Pkg; Pkg.develop(PackageSpec(path=pwd())); Pkg.instantiate()'
+      - name: Build and deploy
+        env:
+          DOCUMENTER_KEY: ${{ secrets.DOCUMENTER_KEY }}
+        run: julia --project=docs/ docs/make.jl
\ No newline at end of file
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 65b05cb..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-language: julia
-
-os:
-  - linux
-  - osx
-
-julia:
-  - 1.0
-  - 1.1
-  - 1.2
-  - nightly
-
-# Use the following lines to allow failures on nightly julia
-# (tests will run but not make your overall status red)
-# matrix:
-#   allow_failures:
-#     - julia: nightly
-
-notifications:
-  email: false
-
-jobs:
-  include:
-    - stage: "Documentation"
-      julia: 1.0
-      os: linux
-      script:
-        - julia --color=yes --project=docs/ -e 'using Pkg; Pkg.develop(PackageSpec(path="."))'
-        - julia --color=yes --project=docs/ docs/make.jl
-      after_success: skip
-
-after_success:
-  - julia -e 'import Pkg; Pkg.add("Coverage"); using Coverage; Codecov.submit(Codecov.process_folder())'
diff --git a/README.md b/README.md
index bb40aaf..13ba433 100644
--- a/README.md
+++ b/README.md
@@ -2,9 +2,10 @@
 
 *A source code highlighter for Julia.*
 
-| **Documentation**                                                               | **Build Status**                                                                                |
-|:-------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------:|
-| [![][docs-stable-img]][docs-stable-url] [![][docs-latest-img]][docs-latest-url] | [![][travis-img]][travis-url] [![][appveyor-img]][appveyor-url] [![][codecov-img]][codecov-url] |
+| **Documentation**                                                               | **Build Status**                                                                                         |
+|:-------------------------------------------------------------------------------:|:--------------------------------------------------------------------------------------------------------:|
+| [![][docs-stable-img]][docs-stable-url] [![][docs-latest-img]][docs-latest-url] | ![CI](https://github.com/JuliaDocs/Highlights.jl/workflows/CI/badge.svg) [![][codecov-img]][codecov-url] |
+
 
 
 ## Installation
@@ -44,12 +45,6 @@ then feel free to ask for help in the [Gitter chat room][gitter-url].
 [docs-stable-img]: https://img.shields.io/badge/docs-stable-blue.svg
 [docs-stable-url]: https://juliadocs.github.io/Highlights.jl/stable
 
-[travis-img]: https://travis-ci.org/JuliaDocs/Highlights.jl.svg?branch=master
-[travis-url]: https://travis-ci.org/JuliaDocs/Highlights.jl
-
-[appveyor-img]: https://ci.appveyor.com/api/projects/status/qnphq3a8eph3o979/branch/master?svg=true
-[appveyor-url]: https://ci.appveyor.com/project/MichaelHatherly/highlights-jl/branch/master
-
 [codecov-img]: https://codecov.io/gh/JuliaDocs/Highlights.jl/branch/master/graph/badge.svg
 [codecov-url]: https://codecov.io/gh/JuliaDocs/Highlights.jl
 
diff --git a/appveyor.yml b/appveyor.yml
deleted file mode 100644
index 5cc0b88..0000000
--- a/appveyor.yml
+++ /dev/null
@@ -1,44 +0,0 @@
-environment:
-  matrix:
-  - julia_version: 1.0
-  - julia_version: 1.1
-  - julia_version: 1.2
-  - julia_version: nightly
-
-platform:
-  - x86 # 32-bit
-  - x64 # 64-bit
-
-# Use the following lines to allow failures on nightly julia
-# (tests will run but not make your overall status red)
-# matrix:
-#   allow_failures:
-#   - julia_version: nightly
-
-branches:
-  only:
-    - master
-    - /release-.*/
-
-notifications:
-  - provider: Email
-    on_build_success: false
-    on_build_failure: false
-    on_build_status_changed: false
-
-install:
-  - ps: iex ((new-object net.webclient).DownloadString("https://raw.githubusercontent.com/JuliaCI/Appveyor.jl/version-1/bin/install.ps1"))
-
-build_script:
-  - echo "%JL_BUILD_SCRIPT%"
-  - C:\julia\bin\julia -e "%JL_BUILD_SCRIPT%"
-
-test_script:
-  - echo "%JL_TEST_SCRIPT%"
-  - C:\julia\bin\julia -e "%JL_TEST_SCRIPT%"
-
-# # Uncomment to support code coverage upload. Should only be enabled for packages
-# # which would have coverage gaps without running on Windows
-# on_success:
-#   - echo "%JL_CODECOV_SCRIPT%"
-#   - C:\julia\bin\julia -e "%JL_CODECOV_SCRIPT%"