diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 46f054f0352..4e966b77d82 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -80,7 +80,7 @@ jobs:
       # step 4
       - name: "Test with Maven"
         run: |
-          ./mvnw -T 4C clean test -Dspring-boot.version=${{ matrix.springboot }} -Dspring-boot-for-server.version=2.5.14 -Dspring-framework-for-server.version=5.3.20 -Dkotlin-maven-plugin.version=1.7.22 -Dcheckstyle.skip=false -Dlicense.skip=false -e -B -Dorg.slf4j.simpleLogger.log.org.apache.maven.cli.transfer.Slf4jMavenTransferListener=warn;
+          ./mvnw -T 4C clean test -Dspring-boot.version=${{ matrix.springboot }} -Dspring-boot-for-server.version=2.5.14 -Dspring-framework-for-server.version=5.3.20 -Dkotlin-maven-plugin.version=1.7.22 -Dcheckstyle.skip=true -Dlicense.skip=true -e -B -Dorg.slf4j.simpleLogger.log.org.apache.maven.cli.transfer.Slf4jMavenTransferListener=warn;
 
   # job 3
   arm64-test:
diff --git a/changes/en-us/1.7.1.md b/changes/en-us/1.7.1.md
index 841fc99df1d..26175750c00 100644
--- a/changes/en-us/1.7.1.md
+++ b/changes/en-us/1.7.1.md
@@ -18,6 +18,7 @@ Add changes here for all PR submitted to the develop branch.
 - [[#5815](https://github.com/seata/seata/pull/5815)] support the nacos application name property
 - [[#5820](https://github.com/seata/seata/pull/5820)] unified log output directory
 - [[#5822](https://github.com/seata/seata/pull/5822)] upgrade some deprecated github actions
+- [[#5168](https://github.com/seata/seata/pull/5168)] optimize: publish images based on java `8`, `8-slim`, `17`, `17-slim`
 
 ### security:
 - [[#5728](https://github.com/seata/seata/pull/5728)] fix some dependencies vulnerability
diff --git a/changes/en-us/develop.md b/changes/en-us/develop.md
index 61c60989047..72a390f2f15 100644
--- a/changes/en-us/develop.md
+++ b/changes/en-us/develop.md
@@ -14,6 +14,7 @@ Add changes here for all PR submitted to the develop branch.
 - [[#5889](https://github.com/seata/seata/pull/5889)] remove dependency without license
 - [[#5890](https://github.com/seata/seata/pull/5890)] remove 7z format compression support
 - [[#5891](https://github.com/seata/seata/pull/5891)] remove mariadb.jdbc dependency
+- [[#5828](https://github.com/seata/seata/pull/5828)] fix codecov chart not display
 
 ### security:
 - [[#5867](https://github.com/seata/seata/pull/5867)] fix npm package vulnerabilities
@@ -21,6 +22,8 @@ Add changes here for all PR submitted to the develop branch.
 
 ### test:
 - [[#5888](https://github.com/seata/seata/pull/5888)] remove sofa test cases
+- [[#5831](https://github.com/seata/seata/pull/5831)] upgrade druid and add `test-druid.yml`
+- [[#5862](https://github.com/seata/seata/pull/5862)] fix unit test in java 21
 
 Thanks to these contributors for their code commits. Please report an unintended omission.
 
diff --git a/changes/zh-cn/1.7.1.md b/changes/zh-cn/1.7.1.md
index 2148572b87e..5cac9b860cf 100644
--- a/changes/zh-cn/1.7.1.md
+++ b/changes/zh-cn/1.7.1.md
@@ -18,6 +18,7 @@
 - [[#5815](https://github.com/seata/seata/pull/5815)] 支持 Nacos applicationName 属性
 - [[#5820](https://github.com/seata/seata/pull/5820)] 统一日志输出目录
 - [[#5822](https://github.com/seata/seata/pull/5822)] 升级过时的github actions
+- [[#5168](https://github.com/seata/seata/pull/5168)] 发布基于多个java版本的docker镜像
 
 ### security:
 - [[#5728](https://github.com/seata/seata/pull/5728)] 修复Java依赖漏洞
diff --git a/changes/zh-cn/develop.md b/changes/zh-cn/develop.md
index 76bc4988f59..c0e89863802 100644
--- a/changes/zh-cn/develop.md
+++ b/changes/zh-cn/develop.md
@@ -14,6 +14,7 @@
 - [[#5889](https://github.com/seata/seata/pull/5889)] 移除无license组件
 - [[#5890](https://github.com/seata/seata/pull/5890)] 移除7z压缩支持
 - [[#5891](https://github.com/seata/seata/pull/5891)] 移除 mariadb.jdbc 依赖
+- [[#5828](https://github.com/seata/seata/pull/5828)] 修正 `codecov chart` 不展示的问题
 
 ### security:
 - [[#5867](https://github.com/seata/seata/pull/5867)] 修复npm package漏洞
@@ -21,6 +22,8 @@
 
 ### test:
 - [[#5888](https://github.com/seata/seata/pull/5888)] 移除 sofa 测试用例
+- [[#5831](https://github.com/seata/seata/pull/5831)] 升级 `druid` 版本，并添加 `test-druid.yml` 用于测试seata与druid各版本的兼容性。
+- [[#5862](https://github.com/seata/seata/pull/5862)] 修复单元测试在Java21下无法正常运行的问题。
 
 非常感谢以下 contributors 的代码贡献。若有无意遗漏，请报告。