diff --git a/.codecov.yml b/.codecov.yml
index d404691b4d..11f01b8825 100644
--- a/.codecov.yml
+++ b/.codecov.yml
@@ -3,6 +3,4 @@ ignore:
   - "sentinel-dashboard/.*"
   - "sentinel-benchmark/.*"
   - "sentinel-transport/.*"
-  - "sentinel-core/src/main/java/com/alibaba/csp/sentinel/slots/statistic/base/LongAdder.java"
-  - "sentinel-core/src/main/java/com/alibaba/csp/sentinel/slots/statistic/base/Striped64.java"
-  - "sentinel-core/src/main/java/com/alibaba/csp/sentinel/eagleeye/*"
\ No newline at end of file
+  - "sentinel-core/src/main/java/com/alibaba/csp/sentinel/eagleeye/*"
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 8c2758c8de..84d561fb8f 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -39,5 +39,7 @@ jobs:
       - name: Build with Maven
         run: mvn install -DskipTests=true -Dmaven.javadoc.skip=true -B -V -DminimumPriority=1
 
-      - name: Run Codecov
-        run: bash <(curl -s https://codecov.io/bash)
+      - name: Upload coverage reports to Codecov
+        uses: codecov/codecov-action@v4.0.1
+        with:
+          token: ${{ secrets.CODECOV_TOKEN }}
diff --git a/pom.xml b/pom.xml
index 7cc01ca77f..fb27e5e33e 100755
--- a/pom.xml
+++ b/pom.xml
@@ -62,7 +62,7 @@
         <maven.javadoc.version>3.0.1</maven.javadoc.version>
         <maven.deploy.version>2.8.2</maven.deploy.version>
         <maven.gpg.version>1.6</maven.gpg.version>
-        <maven.jacoco.version>0.8.3</maven.jacoco.version>
+        <maven.jacoco.version>0.8.11</maven.jacoco.version>
         <maven.jar.version>3.3.0</maven.jar.version>
         <maven.pmd.version>3.8</maven.pmd.version>
     </properties>
@@ -302,12 +302,6 @@
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-surefire-plugin</artifactId>
                 <version>${maven.surefire.version}</version>
-                <configuration>
-                    <!-- CircleCI build workaround -->
-                    <argLine>@{argLine} -Xms1024m -Xmx2048m</argLine>
-                    <argLine>-Dfile.encoding=UTF-8</argLine>
-                    <useSystemClassLoader>false</useSystemClassLoader>
-                </configuration>
             </plugin>
             <plugin>
                 <groupId>org.jacoco</groupId>