diff --git a/buildSrc/build.gradle b/buildSrc/build.gradle
index 5f513070dbd..122a81a3150 100644
--- a/buildSrc/build.gradle
+++ b/buildSrc/build.gradle
@@ -28,11 +28,11 @@ dependencies {
 	implementation(platform("org.springframework:spring-framework-bom:5.3.15"))
 	implementation("com.diffplug.gradle:goomph:3.37.2")
 	implementation("com.fasterxml.jackson.core:jackson-databind:2.11.4")
+	implementation("com.gradle:gradle-enterprise-gradle-plugin:3.12.1")
 	implementation("com.tngtech.archunit:archunit:1.0.0")
 	implementation("commons-codec:commons-codec:1.13")
 	implementation("org.apache.maven:maven-embedder:3.6.2")
 	implementation("org.asciidoctor:asciidoctor-gradle-jvm:3.3.2")
-	implementation("org.gradle:test-retry-gradle-plugin:1.4.1")
 	implementation("org.jetbrains.kotlin:kotlin-gradle-plugin:${kotlinVersion}")
 	implementation("org.jetbrains.kotlin:kotlin-compiler-embeddable:${kotlinVersion}")
 	implementation("org.springframework:spring-core")
diff --git a/buildSrc/src/main/java/org/springframework/boot/build/JavaConventions.java b/buildSrc/src/main/java/org/springframework/boot/build/JavaConventions.java
index 9e6809d6d4e..69fb9d65c9f 100644
--- a/buildSrc/src/main/java/org/springframework/boot/build/JavaConventions.java
+++ b/buildSrc/src/main/java/org/springframework/boot/build/JavaConventions.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2012-2022 the original author or authors.
+ * Copyright 2012-2023 the original author or authors.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -24,6 +24,7 @@ import java.util.Set;
 import java.util.TreeMap;
 import java.util.stream.Collectors;
 
+import com.gradle.enterprise.gradleplugin.testretry.TestRetryExtension;
 import io.spring.javaformat.gradle.SpringJavaFormatPlugin;
 import io.spring.javaformat.gradle.tasks.CheckFormat;
 import io.spring.javaformat.gradle.tasks.Format;
@@ -46,8 +47,6 @@ import org.gradle.api.tasks.compile.JavaCompile;
 import org.gradle.api.tasks.javadoc.Javadoc;
 import org.gradle.api.tasks.testing.Test;
 import org.gradle.external.javadoc.CoreJavadocOptions;
-import org.gradle.testretry.TestRetryPlugin;
-import org.gradle.testretry.TestRetryTaskExtension;
 
 import org.springframework.boot.build.architecture.ArchitecturePlugin;
 import org.springframework.boot.build.classpath.CheckClasspathForProhibitedDependencies;
@@ -164,16 +163,12 @@ class JavaConventions {
 			test.setMaxHeapSize("1024M");
 			project.getTasks().withType(Checkstyle.class, test::mustRunAfter);
 			project.getTasks().withType(CheckFormat.class, test::mustRunAfter);
+			TestRetryExtension testRetry = test.getExtensions().getByType(TestRetryExtension.class);
+			testRetry.getFailOnPassedAfterRetry().set(true);
+			testRetry.getMaxRetries().set(isCi() ? 3 : 0);
 		});
 		project.getPlugins().withType(JavaPlugin.class, (javaPlugin) -> project.getDependencies()
 				.add(JavaPlugin.TEST_RUNTIME_ONLY_CONFIGURATION_NAME, "org.junit.platform:junit-platform-launcher"));
-		project.getPlugins().apply(TestRetryPlugin.class);
-		project.getTasks().withType(Test.class,
-				(test) -> project.getPlugins().withType(TestRetryPlugin.class, (testRetryPlugin) -> {
-					TestRetryTaskExtension testRetry = test.getExtensions().getByType(TestRetryTaskExtension.class);
-					testRetry.getFailOnPassedAfterRetry().set(true);
-					testRetry.getMaxRetries().set(isCi() ? 3 : 0);
-				}));
 	}
 
 	private boolean isCi() {
diff --git a/buildSrc/src/test/java/org/springframework/boot/build/ConventionsPluginTests.java b/buildSrc/src/test/java/org/springframework/boot/build/ConventionsPluginTests.java
index a7f9fbf86dd..ad76b0cb7ad 100644
--- a/buildSrc/src/test/java/org/springframework/boot/build/ConventionsPluginTests.java
+++ b/buildSrc/src/test/java/org/springframework/boot/build/ConventionsPluginTests.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2012-2022 the original author or authors.
+ * Copyright 2012-2023 the original author or authors.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -54,6 +54,9 @@ class ConventionsPluginTests {
 		this.buildFile = new File(this.projectDir, "build.gradle");
 		File settingsFile = new File(this.projectDir, "settings.gradle");
 		try (PrintWriter out = new PrintWriter(new FileWriter(settingsFile))) {
+			out.println("plugins {");
+			out.println("    id 'com.gradle.enterprise'");
+			out.println("}");
 			out.println("include ':spring-boot-project:spring-boot-parent'");
 		}
 		File springBootParent = new File(this.projectDir, "spring-boot-project/spring-boot-parent/build.gradle");
@@ -175,8 +178,7 @@ class ConventionsPluginTests {
 			out.println("description 'Test'");
 			out.println("task retryConfig {");
 			out.println("    doLast {");
-			out.println("        println \"Retry plugin applied: ${plugins.hasPlugin('org.gradle.test-retry')}\"");
-			out.println("    test.retry {");
+			out.println("        test.retry {");
 			out.println("            println \"maxRetries: ${maxRetries.get()}\"");
 			out.println("            println \"failOnPassedAfterRetry: ${failOnPassedAfterRetry.get()}\"");
 			out.println("        }");
@@ -184,8 +186,7 @@ class ConventionsPluginTests {
 			out.println("}");
 		}
 		assertThat(runGradle(Collections.singletonMap("CI", "true"), "retryConfig", "--stacktrace").getOutput())
-				.contains("Retry plugin applied: true").contains("maxRetries: 3")
-				.contains("failOnPassedAfterRetry: true");
+				.contains("maxRetries: 3").contains("failOnPassedAfterRetry: true");
 	}
 
 	@Test
@@ -198,8 +199,7 @@ class ConventionsPluginTests {
 			out.println("description 'Test'");
 			out.println("task retryConfig {");
 			out.println("    doLast {");
-			out.println("        println \"Retry plugin applied: ${plugins.hasPlugin('org.gradle.test-retry')}\"");
-			out.println("    test.retry {");
+			out.println("        test.retry {");
 			out.println("            println \"maxRetries: ${maxRetries.get()}\"");
 			out.println("            println \"failOnPassedAfterRetry: ${failOnPassedAfterRetry.get()}\"");
 			out.println("        }");
@@ -207,8 +207,7 @@ class ConventionsPluginTests {
 			out.println("}");
 		}
 		assertThat(runGradle(Collections.singletonMap("CI", "local"), "retryConfig", "--stacktrace").getOutput())
-				.contains("Retry plugin applied: true").contains("maxRetries: 0")
-				.contains("failOnPassedAfterRetry: true");
+				.contains("maxRetries: 0").contains("failOnPassedAfterRetry: true");
 	}
 
 	private BuildResult runGradle(String... args) {
diff --git a/settings.gradle b/settings.gradle
index a0b0266c552..8cd0124f213 100644
--- a/settings.gradle
+++ b/settings.gradle
@@ -22,7 +22,7 @@ pluginManagement {
 }
 
 plugins {
-	id "com.gradle.enterprise" version "3.11.2"
+	id "com.gradle.enterprise" version "3.12.1"
 	id "io.spring.ge.conventions" version "0.0.12"
 }