diff --git a/.github/workflows/pinot_tests.yml b/.github/workflows/pinot_tests.yml
index 93b85c1b15a8..93073e6f4802 100644
--- a/.github/workflows/pinot_tests.yml
+++ b/.github/workflows/pinot_tests.yml
@@ -58,7 +58,7 @@ jobs:
           cache: 'maven'
       - name: Linter Test
         env:
-          GRADLE_ENTERPRISE_ACCESS_KEY: ${{ secrets.GE_ACCESS_TOKEN }}
+          DEVELOCITY_ACCESS_KEY: ${{ secrets.DEVELOCITY_ACCESS_KEY }}
           MAVEN_OPTS: >
             -Xmx2G -DskipShade -DfailIfNoTests=false -Dmaven.wagon.httpconnectionManager.ttlSeconds=25
             -Dmaven.wagon.http.retryHandler.count=30 -Dhttp.keepAlive=false -Dmaven.wagon.http.pool=false
@@ -112,7 +112,7 @@ jobs:
         env:
           RUN_INTEGRATION_TESTS: false
           RUN_TEST_SET: ${{ matrix.testset }}
-          GRADLE_ENTERPRISE_ACCESS_KEY: ${{ secrets.GE_ACCESS_TOKEN }}
+          DEVELOCITY_ACCESS_KEY: ${{ secrets.DEVELOCITY_ACCESS_KEY }}
           MAVEN_OPTS: >
             -Xmx2G -DskipShade -DfailIfNoTests=false -Dmaven.wagon.httpconnectionManager.ttlSeconds=25
             -Dmaven.wagon.http.retryHandler.count=30 -Dhttp.keepAlive=false -Dmaven.wagon.http.pool=false
@@ -134,7 +134,7 @@ jobs:
           RUN_INTEGRATION_TESTS: false
           RUN_TEST_SET: ${{ matrix.testset }}
           PINOT_OFFHEAP_SKIP_BYTEBUFFER: ${{ matrix.skip_bytebuffer }}
-          GRADLE_ENTERPRISE_ACCESS_KEY: ${{ secrets.GE_ACCESS_TOKEN }}
+          DEVELOCITY_ACCESS_KEY: ${{ secrets.DEVELOCITY_ACCESS_KEY }}
           MAVEN_OPTS: >
             -Xmx2G -DskipShade -DfailIfNoTests=false -Dmaven.wagon.httpconnectionManager.ttlSeconds=25
             -Dmaven.wagon.http.retryHandler.count=30 -Dhttp.keepAlive=false -Dmaven.wagon.http.pool=false
@@ -202,7 +202,7 @@ jobs:
       - name: Build Project
         env:
           RUN_INTEGRATION_TESTS: true
-          GRADLE_ENTERPRISE_ACCESS_KEY: ${{ secrets.GE_ACCESS_TOKEN }}
+          DEVELOCITY_ACCESS_KEY: ${{ secrets.DEVELOCITY_ACCESS_KEY }}
           MAVEN_OPTS: >
             -Xmx2G -DskipShade -DfailIfNoTests=false -Dmaven.wagon.httpconnectionManager.ttlSeconds=25
             -Dmaven.wagon.http.retryHandler.count=30 -Dhttp.keepAlive=false -Dmaven.wagon.http.pool=false
@@ -219,7 +219,7 @@ jobs:
           RUN_INTEGRATION_TESTS: true
           RUN_TEST_SET: ${{ matrix.testset }}
           PINOT_OFFHEAP_SKIP_BYTEBUFFER: ${{ matrix.skip_bytebuffer }}
-          GRADLE_ENTERPRISE_ACCESS_KEY: ${{ secrets.GE_ACCESS_TOKEN }}
+          DEVELOCITY_ACCESS_KEY: ${{ secrets.DEVELOCITY_ACCESS_KEY }}
           MAVEN_OPTS: >
             -Xmx2G -DskipShade -DfailIfNoTests=false -Dmaven.wagon.httpconnectionManager.ttlSeconds=25
             -Dmaven.wagon.http.retryHandler.count=30 -Dhttp.keepAlive=false -Dmaven.wagon.http.pool=false
@@ -245,7 +245,7 @@ jobs:
         env:
           RUN_INTEGRATION_TESTS: true
           RUN_TEST_SET: ${{ matrix.testset }}
-          GRADLE_ENTERPRISE_ACCESS_KEY: ${{ secrets.GE_ACCESS_TOKEN }}
+          DEVELOCITY_ACCESS_KEY: ${{ secrets.DEVELOCITY_ACCESS_KEY }}
           MAVEN_OPTS: >
             -Xmx2G -DskipShade -DfailIfNoTests=false -Dmaven.wagon.httpconnectionManager.ttlSeconds=25
             -Dmaven.wagon.http.retryHandler.count=30 -Dhttp.keepAlive=false -Dmaven.wagon.http.pool=false
@@ -407,7 +407,7 @@ jobs:
       - uses: actions/cache@v4
         env:
           SEGMENT_DOWNLOAD_TIMEOUT_MINS: 10
-          GRADLE_ENTERPRISE_ACCESS_KEY: ${{ secrets.GE_ACCESS_TOKEN }}
+          DEVELOCITY_ACCESS_KEY: ${{ secrets.DEVELOCITY_ACCESS_KEY }}
         with:
           path: ~/.m2/repository
           key: ${{ runner.os }}-maven-${{ hashFiles('**/pom.xml') }}
diff --git a/.gitignore b/.gitignore
index 71aa91be6cb9..408b4aa87080 100644
--- a/.gitignore
+++ b/.gitignore
@@ -56,3 +56,4 @@ kubernetes/helm/**/Chart.lock
 
 #Develocity
 .mvn/.gradle-enterprise/
+.mvn/.develocity/
diff --git a/.mvn/gradle-enterprise.xml b/.mvn/develocity.xml
similarity index 69%
rename from .mvn/gradle-enterprise.xml
rename to .mvn/develocity.xml
index cf1a9a0a9e88..8088748653a3 100644
--- a/.mvn/gradle-enterprise.xml
+++ b/.mvn/develocity.xml
@@ -19,20 +19,19 @@
     under the License.
 
 -->
-<gradleEnterprise xmlns="https://www.gradle.com/gradle-enterprise-maven" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="https://www.gradle.com/gradle-enterprise-maven https://www.gradle.com/schema/gradle-enterprise-maven.xsd">
+<develocity xmlns="https://www.gradle.com/develocity-maven" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="https://www.gradle.com/gradle-enterprise-maven https://www.gradle.com/schema/develocity-maven.xsd">
+    <projectId>pinot</projectId>
     <server>
-        <url>https://ge.apache.org</url>
+        <url>https://develocity.apache.org</url>
         <allowUntrusted>false</allowUntrusted>
     </server>
     <buildScan>
-        <capture>
-            <goalInputFiles>true</goalInputFiles>
-            <buildLogging>true</buildLogging>
-            <testLogging>true</testLogging>
-        </capture>
         <backgroundBuildScanUpload>#{isFalse(env['GITHUB_ACTIONS'])}</backgroundBuildScanUpload>
-        <publish>ALWAYS</publish>
-        <publishIfAuthenticated>true</publishIfAuthenticated>
+        <publishing>
+            <onlyIf>
+                <![CDATA[authenticated]]>
+            </onlyIf>
+        </publishing>
         <obfuscation>
             <ipAddresses>#{{'0.0.0.0'}}</ipAddresses>
         </obfuscation>
@@ -45,4 +44,4 @@
             <enabled>false</enabled>
         </remote>
     </buildCache>
-</gradleEnterprise>
+</develocity>
diff --git a/.mvn/extensions.xml b/.mvn/extensions.xml
index b7a92d4ebd2e..0836fc47d010 100644
--- a/.mvn/extensions.xml
+++ b/.mvn/extensions.xml
@@ -22,8 +22,8 @@
 <extensions xmlns="http://maven.apache.org/EXTENSIONS/1.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/EXTENSIONS/1.0.0 http://maven.apache.org/xsd/core-extensions-1.0.0.xsd">
     <extension>
         <groupId>com.gradle</groupId>
-        <artifactId>gradle-enterprise-maven-extension</artifactId>
-        <version>1.20.1</version>
+        <artifactId>develocity-maven-extension</artifactId>
+        <version>1.22.2</version>
     </extension>
     <extension>
         <groupId>com.gradle</groupId>