diff --git a/.github/workflows/testing.yml b/.github/workflows/testing.yml
new file mode 100644
index 0000000..0bcced9
--- /dev/null
+++ b/.github/workflows/testing.yml
@@ -0,0 +1,63 @@
+name: GitHub Actions Linux Testing
+
+on:
+  push:
+    branches:
+    - master
+    - 'v1.*'
+  pull_request:
+  schedule:
+  - cron: '54 19 * * SUN' # weekly at a "random" time
+
+permissions:
+  contents: read
+
+jobs:
+  tests:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        jre: [8, 11]
+      fail-fast: false # Should swap to true if we grow a large matrix
+
+    steps:
+    - uses: actions/checkout@v2
+    - uses: actions/setup-java@v2
+      with:
+        java-version: ${{ matrix.jre }}
+        distribution: 'adopt'
+
+    - name: Gradle cache
+      uses: actions/cache@v2
+      with:
+        path: |
+          ~/.gradle/caches
+          ~/.gradle/wrapper
+        key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*', '**/gradle-wrapper.properties') }}
+        restore-keys: |
+          ${{ runner.os }}-gradle-
+    - name: Maven cache
+      uses: actions/cache@v2
+      with:
+        path: |
+          ~/.m2/repository
+          !~/.m2/repository/io/grpc
+        key: ${{ runner.os }}-maven-${{ hashFiles('**/pom.xml', 'build.gradle') }}
+        restore-keys: |
+          ${{ runner.os }}-maven-
+    - name: Protobuf cache
+      uses: actions/cache@v2
+      with:
+        path: /tmp/protobuf-cache
+        key: ${{ runner.os }}-maven-${{ hashFiles('buildscripts/make_dependencies.sh') }}
+
+    - name: Build
+      run: buildscripts/kokoro/unix.sh
+    - name: Check for modified codegen
+      run: test -z "$(git status --porcelain)" || (git status && echo Error Working directory is not clean. Forget to commit generated files? && false)
+
+    - name: Coveralls
+      if: matrix.jre == 8 # Upload once, instead of for each job in the matrix
+      run: ./gradlew :grpc-all:coveralls -x compileJava
+    - name: Codecov
+      uses: codecov/codecov-action@v1
diff --git a/.gitignore b/.gitignore
index f12cbdf..9fd0d7f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -39,3 +39,6 @@
 
 # ARM tests
 qemu-arm-static
+
+# Temporary output dir for artifacts
+mvn-artifacts
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 4a37def..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,65 +0,0 @@
-language: java
-
-env:
-  global:
-    - GRADLE_OPTS=-Xmx512m
-    - LDFLAGS=-L/tmp/protobuf/lib
-    - CXXFLAGS=-I/tmp/protobuf/include
-    - LD_LIBRARY_PATH=/tmp/protobuf/lib
-
-before_install:
-  - rm ~/.m2/settings.xml || true # Avoid repository.apache.org, which has QPS limits and is useless
-  - mkdir -p $HOME/.gradle/caches &&
-    ln -s /tmp/gradle-caches-modules-2 $HOME/.gradle/caches/modules-2
-  - mkdir -p $HOME/.gradle &&
-    ln -s /tmp/gradle-wrapper $HOME/.gradle/wrapper
-  - buildscripts/make_dependencies.sh # build protoc into /tmp/protobuf
-  - mkdir -p $HOME/.gradle
-  - echo "checkstyle.ignoreFailures=false" >> $HOME/.gradle/gradle.properties
-  - echo "failOnWarnings=true" >> $HOME/.gradle/gradle.properties
-  - echo "errorProne=true" >> $HOME/.gradle/gradle.properties
-  - echo "skipAndroid=true" >> $HOME/.gradle/gradle.properties
-
-install:
-  - ./gradlew assemble syncGeneratedSources publishToMavenLocal
-  - pushd examples && ./gradlew build && popd
-  - pushd examples && mvn verify && popd
-  - pushd examples/example-alts && ../gradlew build && popd
-  - pushd examples/example-hostname && ../gradlew build && popd
-  - pushd examples/example-hostname && mvn verify && popd
-  - pushd examples/example-tls && ../gradlew clean build && popd
-  - pushd examples/example-xds && ../gradlew build && popd
-
-before_script:
-  - test -z "$(git status --porcelain)" || (git status && echo Error Working directory is not clean. Forget to commit generated files? && false)
-
-script:
-  - ./gradlew check :grpc-all:jacocoTestReport
-
-after_success:
-    # Upload to coveralls once, instead of for each job in the matrix
-  - if [[ "$TRAVIS_JOB_NUMBER" == *.1 ]]; then ./gradlew :grpc-all:coveralls; fi
-  - bash <(curl -s https://codecov.io/bash)
-
-os:
-  - linux
-
-dist: xenial
-
-jdk:
-  - openjdk8
-  - openjdk11
-
-notifications:
-  email: false
-
-cache:
-  directories:
-    - /tmp/protobuf-cache
-    - /tmp/gradle-caches-modules-2
-    - /tmp/gradle-wrapper
-
-before_cache:
-  # The lock changes based on folder name; normally $HOME/.gradle/caches/modules-2/modules-2.lock
-  - rm /tmp/gradle-caches-modules-2/gradle-caches-modules-2.lock
-  - find $HOME/.gradle/wrapper -not -name "*-all.zip" -and -not -name "*-bin.zip" -delete
diff --git a/buildscripts/kokoro/unix.sh b/buildscripts/kokoro/unix.sh
index faa9a6a..1de3582 100755
--- a/buildscripts/kokoro/unix.sh
+++ b/buildscripts/kokoro/unix.sh
@@ -57,13 +57,16 @@
     exit 1
   fi
   # Run tests
-  ./gradlew build $GRADLE_FLAGS
+  ./gradlew build :grpc-all:jacocoTestReport $GRADLE_FLAGS
   pushd examples
   ./gradlew clean $GRADLE_FLAGS
   ./gradlew build $GRADLE_FLAGS
   # --batch-mode reduces log spam
   mvn verify --batch-mode
   popd
+  pushd examples/example-alts
+  ../gradlew build $GRADLE_FLAGS
+  popd
   pushd examples/example-hostname
   ../gradlew build $GRADLE_FLAGS
   mvn verify --batch-mode