diff --git a/start-site-verification/src/test/java/io/spring/start/site/DependencyResolver.java b/start-site-verification/src/test/java/io/spring/start/site/DependencyResolver.java
index 3efb658d728..fae4953711a 100644
--- a/start-site-verification/src/test/java/io/spring/start/site/DependencyResolver.java
+++ b/start-site-verification/src/test/java/io/spring/start/site/DependencyResolver.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2012-2023 the original author or authors.
+ * Copyright 2012-2024 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.
@@ -21,7 +21,6 @@
 import java.util.List;
 import java.util.Map;
 import java.util.concurrent.ConcurrentHashMap;
-import java.util.stream.Collectors;
 import java.util.stream.Stream;
 
 import io.spring.initializr.metadata.BillOfMaterials;
@@ -124,7 +123,7 @@ private List<Dependency> getManagedDependencies(List<BillOfMaterials> boms, List
 		return boms.stream()
 			.flatMap((bom) -> getManagedDependencies(bom.getGroupId(), bom.getArtifactId(), bom.getVersion(),
 					repositories))
-			.collect(Collectors.toList());
+			.toList();
 	}
 
 	private Stream<Dependency> getManagedDependencies(String groupId, String artifactId, String version,
diff --git a/start-site-verification/src/test/java/io/spring/start/site/MetadataVerificationTests.java b/start-site-verification/src/test/java/io/spring/start/site/MetadataVerificationTests.java
index e77d6ddd2d2..57dd94ee076 100644
--- a/start-site-verification/src/test/java/io/spring/start/site/MetadataVerificationTests.java
+++ b/start-site-verification/src/test/java/io/spring/start/site/MetadataVerificationTests.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2012-2023 the original author or authors.
+ * Copyright 2012-2024 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.
@@ -22,7 +22,6 @@
 import java.util.List;
 import java.util.Map;
 import java.util.function.Consumer;
-import java.util.stream.Collectors;
 import java.util.stream.Stream;
 
 import io.spring.initializr.generator.version.Version;
@@ -161,7 +160,7 @@ private Collection<Version> bootVersions() {
 			.stream()
 			.map(DefaultMetadataElement::getId)
 			.map(VersionParser.DEFAULT::parse)
-			.collect(Collectors.toList());
+			.toList();
 	}
 
 	private Collection<DependencyGroup> groups() {
@@ -172,7 +171,7 @@ private Collection<Dependency> dependenciesForBootVersion(DependencyGroup group,
 		return group.getContent()
 			.stream()
 			.filter((dependency) -> dependency.match(bootVersion))
-			.collect(Collectors.toList());
+			.toList();
 	}
 
 }
diff --git a/start-site/src/main/java/io/spring/start/site/extension/dependency/springazure/SpringAzureModuleRegistry.java b/start-site/src/main/java/io/spring/start/site/extension/dependency/springazure/SpringAzureModuleRegistry.java
index 86f30bb4465..095d60c5a76 100644
--- a/start-site/src/main/java/io/spring/start/site/extension/dependency/springazure/SpringAzureModuleRegistry.java
+++ b/start-site/src/main/java/io/spring/start/site/extension/dependency/springazure/SpringAzureModuleRegistry.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2012-2023 the original author or authors.
+ * Copyright 2012-2024 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.
@@ -18,7 +18,6 @@
 
 import java.util.Arrays;
 import java.util.function.Consumer;
-import java.util.stream.Collectors;
 
 import io.spring.initializr.generator.buildsystem.Build;
 import io.spring.initializr.generator.buildsystem.Dependency;
@@ -33,6 +32,7 @@
  * @author Andy Wilkinson
  * @author Yonghui Ye
  * @author Stephane Nicoll
+ * @author Eddú Meléndez
  */
 abstract class SpringAzureModuleRegistry {
 
@@ -55,7 +55,7 @@ static Iterable<ImplicitDependency> createSpringBootRegistry() {
 	}
 
 	private static Iterable<ImplicitDependency> create(ImplicitDependency.Builder... dependencies) {
-		return Arrays.stream(dependencies).map(Builder::build).collect(Collectors.toList());
+		return Arrays.stream(dependencies).map(Builder::build).toList();
 	}
 
 	private static ImplicitDependency.Builder onDependencies(String... dependencyIds) {
diff --git a/start-site/src/main/java/io/spring/start/site/extension/dependency/springintegration/SpringIntegrationModuleRegistry.java b/start-site/src/main/java/io/spring/start/site/extension/dependency/springintegration/SpringIntegrationModuleRegistry.java
index 369d15db5e3..054f959d399 100644
--- a/start-site/src/main/java/io/spring/start/site/extension/dependency/springintegration/SpringIntegrationModuleRegistry.java
+++ b/start-site/src/main/java/io/spring/start/site/extension/dependency/springintegration/SpringIntegrationModuleRegistry.java
@@ -19,7 +19,6 @@
 import java.util.ArrayList;
 import java.util.List;
 import java.util.function.Consumer;
-import java.util.stream.Collectors;
 
 import io.spring.initializr.generator.buildsystem.Build;
 import io.spring.initializr.generator.buildsystem.Dependency;
@@ -37,6 +36,7 @@
  * @author Artem Bilan
  * @author Stephane Nicoll
  * @author Moritz Halbritter
+ * @author Eddú Meléndez
  */
 abstract class SpringIntegrationModuleRegistry {
 
@@ -86,7 +86,7 @@ static Iterable<ImplicitDependency> create(Version platformVersion) {
 					.andThen(addReferenceLink("WebSocket Module", "web-sockets"))));
 		builders.add(onDependencies("web-services").customizeBuild(addDependency("ws"))
 			.customizeHelpDocument(addReferenceLink("Web Services Module", "ws")));
-		return builders.stream().map(Builder::build).collect(Collectors.toList());
+		return builders.stream().map(Builder::build).toList();
 	}
 
 	private static ImplicitDependency.Builder onDependencies(String... dependencyIds) {
diff --git a/start-site/src/main/java/io/spring/start/site/extension/dependency/testcontainers/TestcontainersModuleRegistry.java b/start-site/src/main/java/io/spring/start/site/extension/dependency/testcontainers/TestcontainersModuleRegistry.java
index 3622622c972..f3f694d0482 100644
--- a/start-site/src/main/java/io/spring/start/site/extension/dependency/testcontainers/TestcontainersModuleRegistry.java
+++ b/start-site/src/main/java/io/spring/start/site/extension/dependency/testcontainers/TestcontainersModuleRegistry.java
@@ -19,7 +19,6 @@
 import java.util.ArrayList;
 import java.util.List;
 import java.util.function.Consumer;
-import java.util.stream.Collectors;
 
 import io.spring.initializr.generator.buildsystem.Build;
 import io.spring.initializr.generator.buildsystem.Dependency;
@@ -102,7 +101,7 @@ static Iterable<ImplicitDependency> create(Version platformVersion) {
 			builders.add(onDependencies("spring-ai-vectordb-weaviate").customizeBuild(addModule("weaviate"))
 				.customizeHelpDocument(addReferenceLink("Weaviate Module", "testcontainers/")));
 		}
-		return builders.stream().map(Builder::build).collect(Collectors.toList());
+		return builders.stream().map(Builder::build).toList();
 	}
 
 	private static ImplicitDependency.Builder onDependencies(String... dependencyIds) {
diff --git a/start-site/src/main/java/io/spring/start/site/support/StartInitializrMetadataUpdateStrategy.java b/start-site/src/main/java/io/spring/start/site/support/StartInitializrMetadataUpdateStrategy.java
index b3c9019eb45..c3f6763d08f 100644
--- a/start-site/src/main/java/io/spring/start/site/support/StartInitializrMetadataUpdateStrategy.java
+++ b/start-site/src/main/java/io/spring/start/site/support/StartInitializrMetadataUpdateStrategy.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2012-2023 the original author or authors.
+ * Copyright 2012-2024 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.
@@ -17,7 +17,6 @@
 package io.spring.start.site.support;
 
 import java.util.List;
-import java.util.stream.Collectors;
 
 import com.fasterxml.jackson.databind.ObjectMapper;
 import io.spring.initializr.generator.version.Version;
@@ -33,6 +32,7 @@
  *
  * @author Stephane Nicoll
  * @author Moritz Halbritter
+ * @author Eddú Meléndez
  */
 public class StartInitializrMetadataUpdateStrategy extends SpringIoInitializrMetadataUpdateStrategy {
 
@@ -45,8 +45,7 @@ public StartInitializrMetadataUpdateStrategy(RestTemplate restTemplate, ObjectMa
 	@Override
 	protected List<DefaultMetadataElement> fetchSpringBootVersions(String url) {
 		List<DefaultMetadataElement> versions = super.fetchSpringBootVersions(url);
-		return (versions != null) ? versions.stream().filter(this::isCompatibleVersion).collect(Collectors.toList())
-				: null;
+		return (versions != null) ? versions.stream().filter(this::isCompatibleVersion).toList() : null;
 	}
 
 	private boolean isCompatibleVersion(DefaultMetadataElement versionMetadata) {