diff --git a/.github/workflows/gradle-check.yml b/.github/workflows/gradle-check.yml
index 70e40588a9d4d..2d4e86a7a3522 100644
--- a/.github/workflows/gradle-check.yml
+++ b/.github/workflows/gradle-check.yml
@@ -72,7 +72,7 @@ jobs:
 
       - name: Upload Coverage Report
         if: success()
-        uses: codecov/codecov-action@v2
+        uses: codecov/codecov-action@v3
         with:
           files: ./codeCoverage.xml
 
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1d986fe5de861..ebf7748497065 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -26,6 +26,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 - Bump `tibdex/github-app-token` from 1.5.0 to 2.1.0 ([#10125](https://github.com/opensearch-project/OpenSearch/pull/10125))
 - Bump `org.wiremock:wiremock-standalone` from 2.35.0 to 3.1.0 ([#9752](https://github.com/opensearch-project/OpenSearch/pull/9752))
 - Bump `org.eclipse.jgit` from 6.5.0 to 6.7.0 ([#10147](https://github.com/opensearch-project/OpenSearch/pull/10147))
+- Bump `codecov/codecov-action` from 2 to 3 ([#10209](https://github.com/opensearch-project/OpenSearch/pull/10209))
 - Bump `com.google.http-client:google-http-client-jackson2` from 1.43.2 to 1.43.3 ([#10126](https://github.com/opensearch-project/OpenSearch/pull/10126))
 - Bump `org.xerial.snappy:snappy-java` from 1.1.10.3 to 1.1.10.4 ([#10206](https://github.com/opensearch-project/OpenSearch/pull/10206))
 - Bump `org.bouncycastle:bcpkix-jdk15to18` from 1.75 to 1.76 ([10219](https://github.com/opensearch-project/OpenSearch/pull/10219))`