diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 704bb0e78..3da9ec879 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -94,6 +94,17 @@ jobs:
         . ./ci/travis/ci.sh test_python
         . ./ci/travis/ci.sh test_core
         . ./ci/travis/ci.sh test_wheels
+    - name: Upload test result
+      if: github.repository == 'ray-project/ray' && github.event_name != 'pull_request'
+      shell: bash -e -o pipefail -l {0}
+      env:
+        # TODO: upload this secret to github
+        BAZEL_LOG_BUCKET_ACCESS_KEY: ${{ secrets.BAZEL_LOG_BUCKET_ACCESS_KEY }}
+        TRAVIS_BRANCH: ${{ github.ref	}}
+        TRAVIS_COMMIT: ${{ github.sha }}
+        TRAVIS_JOB_ID: ${{ github.run_id }}
+      run: |
+        ./ci/travis/upload_build_info.sh
     - name: Run Clang Include-What-You-Use
       continue-on-error: true
       if: runner.os == 'Linux'
diff --git a/ci/travis/ci.sh b/ci/travis/ci.sh
index 39b7549bd..d849ceefc 100755
--- a/ci/travis/ci.sh
+++ b/ci/travis/ci.sh
@@ -128,7 +128,8 @@ test_core() {
       )
       ;;
   esac
-  bazel test --config=ci --build_tests_only -- "${args[@]}"
+  # shellcheck disable=SC2046
+  bazel test --config=ci --build_tests_only $(./scripts/bazel_export_options) -- "${args[@]}"
 }
 
 test_python() {
@@ -168,7 +169,8 @@ test_python() {
     # It's unclear to me if this should be necessary, but this is to make tests run for now.
     # Check why this issue doesn't arise on Linux/Mac.
     # Ideally importing ray.cloudpickle should import pickle5 automatically.
-    bazel test --config=ci --build_tests_only \
+    # shellcheck disable=SC2046
+    bazel test --config=ci --build_tests_only $(./scripts/bazel_export_options) \
       --test_env=PYTHONPATH="${PYTHONPATH-}${pathsep}${WORKSPACE_DIR}/python/ray/pickle5_files" -- \
       "${args[@]}";
   fi
@@ -176,7 +178,8 @@ test_python() {
 
 test_cpp() {
   bazel build --config=ci //cpp:all
-  bazel test --config=ci //cpp:all --build_tests_only
+  # shellcheck disable=SC2046
+  bazel test --config=ci $(./scripts/bazel_export_options) //cpp:all --build_tests_only
 }
 
 test_wheels() {
diff --git a/ci/travis/get_build_info.py b/ci/travis/get_build_info.py
index 9f82f94f8..345ad5d58 100755
--- a/ci/travis/get_build_info.py
+++ b/ci/travis/get_build_info.py
@@ -16,17 +16,46 @@ import json
 import requests
 
 
+def gha_get_self_url():
+    # stringed together api call to get the current check's html url.
+    sha = os.environ["GITHUB_SHA"]
+    repo = os.environ["GITHUB_REPOSITORY"]
+    resp = requests.get(
+        "https://api.github.com/repos/{}/commits/{}/check-suites".format(
+            repo, sha))
+    data = resp.json()
+    for check in data["check_suites"]:
+        slug = check["app"]["slug"]
+        if slug == "github-actions":
+            run_url = check["check_runs_url"]
+            html_url = (
+                requests.get(run_url).json()["check_runs"][0]["html_url"])
+            return html_url
+
+    # Return a fallback url
+    return "https://github.com/ray-project/ray/actions"
+
+
 def get_build_env():
+    if os.environ.get("GITHUB_ACTION"):
+        return {
+            "TRAVIS_COMMIT": os.environ["GITHUB_SHA"],
+            "TRAVIS_JOB_WEB_URL": gha_get_self_url(),
+            "TRAVIS_OS_NAME": "windows",
+        }
+
     keys = [
-        "TRAVIS_BRANCH", "TRAVIS_BUILD_ID", "TRAVIS_BUILD_NUMBER",
-        "TRAVIS_BUILD_WEB_URL", "TRAVIS_COMMIT", "TRAVIS_COMMIT_MESSAGE",
-        "TRAVIS_DIST", "TRAVIS_JOB_ID", "TRAVIS_JOB_NUMBER",
-        "TRAVIS_JOB_WEB_URL", "TRAVIS_OS_NAME", "TRAVIS_TEST_RESULT"
+        "TRAVIS_COMMIT",
+        "TRAVIS_JOB_WEB_URL",
+        "TRAVIS_OS_NAME",
     ]
     return {key: os.environ.get(key) for key in keys}
 
 
 def get_build_config():
+    if os.environ.get("GITHUB_ACTION"):
+        return {"config": {"env": "Windows CI"}}
+
     url = "https://api.travis-ci.com/job/{job_id}?include=job.config"
     url = url.format(job_id=os.environ["TRAVIS_JOB_ID"])
     resp = requests.get(url, headers={"Travis-API-Version": "3"})
diff --git a/ci/travis/upload_build_info.sh b/ci/travis/upload_build_info.sh
index 897415cc6..907fc876e 100755
--- a/ci/travis/upload_build_info.sh
+++ b/ci/travis/upload_build_info.sh
@@ -1,7 +1,7 @@
 #!/usr/bin/env bash
 
 # Cause the script to exit if a single command fails.
-set -e
+set -ex
 
 ROOT_DIR=$(cd "$(dirname "${BASH_SOURCE:-$0}")"; pwd)
 RAY_DIR=$(cd "${ROOT_DIR}/../../"; pwd)
@@ -13,6 +13,9 @@ mkdir -p /tmp/bazel_event_logs
 
 pip install -q awscli
 
+# Strip the leading "refs/heads/" in the posssible branch tag
+TRAVIS_BRANCH=${TRAVIS_BRANCH/refs\/heads\//}
+
 export AWS_ACCESS_KEY_ID=AKIAQQPDA73RF7PSLH5N
 export AWS_SECRET_ACCESS_KEY=${BAZEL_LOG_BUCKET_ACCESS_KEY}
 export AWS_DEFAULT_REGION=us-west-2