diff --git a/.github/workflows/gradle-check.yml b/.github/workflows/gradle-check.yml
index b86962a5ebb49..67abb5bcb8ffe 100644
--- a/.github/workflows/gradle-check.yml
+++ b/.github/workflows/gradle-check.yml
@@ -78,7 +78,7 @@ jobs:
 
       - name: Create Comment Success
         if: ${{ github.event_name == 'pull_request_target' && success() && env.result == 'SUCCESS' }}
-        uses: peter-evans/create-or-update-comment@v2
+        uses: peter-evans/create-or-update-comment@v3
         with:
           issue-number: ${{ env.pr_number }}
           body: |
@@ -104,7 +104,7 @@ jobs:
 
       - name: Create Comment Flaky
         if: ${{ github.event_name == 'pull_request_target' && success() && env.result != 'SUCCESS' }}
-        uses: peter-evans/create-or-update-comment@v2
+        uses: peter-evans/create-or-update-comment@v3
         with:
           issue-number: ${{ env.pr_number }}
           body: |
@@ -116,7 +116,7 @@ jobs:
 
       - name: Create Comment Failure
         if: ${{ github.event_name == 'pull_request_target' && failure() }}
-        uses: peter-evans/create-or-update-comment@v2
+        uses: peter-evans/create-or-update-comment@v3
         with:
           issue-number: ${{ env.pr_number }}
           body: |
diff --git a/.github/workflows/poc-checklist.yml b/.github/workflows/poc-checklist.yml
index 2dfb1bbe5cdce..3d014e000a487 100644
--- a/.github/workflows/poc-checklist.yml
+++ b/.github/workflows/poc-checklist.yml
@@ -11,7 +11,7 @@ jobs:
       issues: write
     steps:
       - name: Add comment
-        uses: peter-evans/create-or-update-comment@v2
+        uses: peter-evans/create-or-update-comment@v3
         with:
           issue-number: ${{ github.event.issue.number }}
           body: |
diff --git a/CHANGELOG.md b/CHANGELOG.md
index ec6ea2f79f22c..685daf7cf46fd 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -77,6 +77,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 ### Added
 
 ### Dependencies
+- Bump `peter-evans/create-or-update-comment` from 2 to 3 ([#9575](https://github.com/opensearch-project/OpenSearch/pull/9575))
 
 ### Changed
 - Add instrumentation in rest and network layer. ([#9415](https://github.com/opensearch-project/OpenSearch/pull/9415))
@@ -92,4 +93,4 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 ### Security
 
 [Unreleased 3.0]: https://github.com/opensearch-project/OpenSearch/compare/2.x...HEAD
-[Unreleased 2.x]: https://github.com/opensearch-project/OpenSearch/compare/2.11...2.x
+[Unreleased 2.x]: https://github.com/opensearch-project/OpenSearch/compare/2.11...2.x
\ No newline at end of file