feat(codebuild): add additional build images for lambda (#34197)

### Description of changes

This pull request adds support for new AWS CodeBuild Lambda images for both ARM and x86_64 architectures.

reference: https://docs.aws.amazon.com/codebuild/latest/userguide/lambda-compute-images.html

### Additions to `LinuxArmLambdaBuildImage`:

* `aws/codebuild/amazonlinux-aarch64-lambda-standard:nodejs22`
* `aws/codebuild/amazonlinux-aarch64-lambda-standard:python3.13`
* `aws/codebuild/amazonlinux-aarch64-lambda-standard:ruby3.4`
* `aws/codebuild/amazonlinux-aarch64-lambda-standard:go1.24`

### Additions to `LinuxLambdaBuildImage`:

* `aws/codebuild/amazonlinux-x86_64-lambda-standard:nodejs22`
* `aws/codebuild/amazonlinux-x86_64-lambda-standard:python3.13`
* `aws/codebuild/amazonlinux-x86_64-lambda-standard:ruby3.4`
* `aws/codebuild/amazonlinux-x86_64-lambda-standard:go1.24`

### Checklist

- [x] My code adheres to the [CONTRIBUTING GUIDE](https://github.com/aws/aws-cdk/blob/main/CONTRIBUTING.md) and [DESIGN GUIDELINES](https://github.com/aws/aws-cdk/blob/main/docs/DESIGN_GUIDELINES.md)

----

*By submitting this pull request, I confirm that my contribution is made under the terms of the Apache-2.0 license*

Author: k-asm

packages/aws-cdk-lib/aws-codebuild/lib/linux-arm-lambda-build-image.ts

@@ -23,12 +23,18 @@ export class LinuxArmLambdaBuildImage implements IBuildImage {
   public static readonly AMAZON_LINUX_2_NODE_18 = LinuxArmLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-aarch64-lambda-standard:nodejs18');
   /** The `aws/codebuild/amazonlinux-aarch64-lambda-standard:nodejs20` build image. */
   public static readonly AMAZON_LINUX_2023_NODE_20 = LinuxArmLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-aarch64-lambda-standard:nodejs20');
+  /** The `aws/codebuild/amazonlinux-aarch64-lambda-standard:nodejs22` build image. */
+  public static readonly AMAZON_LINUX_2023_NODE_22 = LinuxArmLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-aarch64-lambda-standard:nodejs22');
   /** The `aws/codebuild/amazonlinux-aarch64-lambda-standard:python3.11` build image. */
   public static readonly AMAZON_LINUX_2_PYTHON_3_11 = LinuxArmLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-aarch64-lambda-standard:python3.11');
   /** The `aws/codebuild/amazonlinux-aarch64-lambda-standard:python3.12` build image. */
   public static readonly AMAZON_LINUX_2023_PYTHON_3_12 = LinuxArmLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-aarch64-lambda-standard:python3.12');
+  /** The `aws/codebuild/amazonlinux-aarch64-lambda-standard:python3.13` build image. */
+  public static readonly AMAZON_LINUX_2023_PYTHON_3_13 = LinuxArmLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-aarch64-lambda-standard:python3.13');
   /** The `aws/codebuild/amazonlinux-aarch64-lambda-standard:ruby3.2` build image. */
   public static readonly AMAZON_LINUX_2_RUBY_3_2 = LinuxArmLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-aarch64-lambda-standard:ruby3.2');
+  /** The `aws/codebuild/amazonlinux-aarch64-lambda-standard:ruby3.4` build image. */
+  public static readonly AMAZON_LINUX_2023_RUBY_3_4 = LinuxArmLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-aarch64-lambda-standard:ruby3.4');
   /** The `aws/codebuild/amazonlinux-aarch64-lambda-standard:corretto21` build image. */
   public static readonly AMAZON_LINUX_2023_CORRETTO_21 = LinuxArmLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-aarch64-lambda-standard:corretto21');
   /** The `aws/codebuild/amazonlinux-aarch64-lambda-standard:corretto17` build image. */
@@ -37,6 +43,8 @@ export class LinuxArmLambdaBuildImage implements IBuildImage {
   public static readonly AMAZON_LINUX_2_CORRETTO_11 = LinuxArmLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-aarch64-lambda-standard:corretto11');
   /** The `aws/codebuild/amazonlinux-aarch64-lambda-standard:go1.21` build image. */
   public static readonly AMAZON_LINUX_2_GO_1_21 = LinuxArmLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-aarch64-lambda-standard:go1.21');
+  /** The `aws/codebuild/amazonlinux-aarch64-lambda-standard:go1.24` build image. */
+  public static readonly AMAZON_LINUX_2023_GO_1_24 = LinuxArmLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-aarch64-lambda-standard:go1.24');
   /** The `aws/codebuild/amazonlinux-aarch64-lambda-standard:dotnet6` build image. */
   public static readonly AMAZON_LINUX_2_DOTNET_6 = LinuxArmLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-aarch64-lambda-standard:dotnet6');
   /** The `aws/codebuild/amazonlinux-aarch64-lambda-standard:dotnet8` build image. */

packages/aws-cdk-lib/aws-codebuild/lib/linux-lambda-build-image.ts

@@ -23,12 +23,18 @@ export class LinuxLambdaBuildImage implements IBuildImage {
   public static readonly AMAZON_LINUX_2_NODE_18 = LinuxLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-x86_64-lambda-standard:nodejs18');
   /** The `aws/codebuild/amazonlinux-x86_64-lambda-standard:nodejs20` build image. */
   public static readonly AMAZON_LINUX_2023_NODE_20 = LinuxLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-x86_64-lambda-standard:nodejs20');
+  /** The `aws/codebuild/amazonlinux-x86_64-lambda-standard:nodejs22` build image. */
+  public static readonly AMAZON_LINUX_2023_NODE_22 = LinuxLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-x86_64-lambda-standard:nodejs22');
   /** The `aws/codebuild/amazonlinux-x86_64-lambda-standard:python3.11` build image. */
   public static readonly AMAZON_LINUX_2_PYTHON_3_11 = LinuxLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-x86_64-lambda-standard:python3.11');
   /** The `aws/codebuild/amazonlinux-x86_64-lambda-standard:python3.12` build image. */
   public static readonly AMAZON_LINUX_2023_PYTHON_3_12 = LinuxLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-x86_64-lambda-standard:python3.12');
+  /** The `aws/codebuild/amazonlinux-x86_64-lambda-standard:python3.13` build image. */
+  public static readonly AMAZON_LINUX_2023_PYTHON_3_13 = LinuxLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-x86_64-lambda-standard:python3.13');
   /** The `aws/codebuild/amazonlinux-x86_64-lambda-standard:ruby3.2` build image. */
   public static readonly AMAZON_LINUX_2_RUBY_3_2 = LinuxLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-x86_64-lambda-standard:ruby3.2');
+  /** The `aws/codebuild/amazonlinux-x86_64-lambda-standard:ruby3.4` build image. */
+  public static readonly AMAZON_LINUX_2023_RUBY_3_4 = LinuxLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-x86_64-lambda-standard:ruby3.4');
   /** The `aws/codebuild/amazonlinux-x86_64-lambda-standard:corretto21` build image. */
   public static readonly AMAZON_LINUX_2023_CORRETTO_21 = LinuxLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-x86_64-lambda-standard:corretto21');
   /** The `aws/codebuild/amazonlinux-x86_64-lambda-standard:corretto17` build image. */
@@ -37,6 +43,8 @@ export class LinuxLambdaBuildImage implements IBuildImage {
   public static readonly AMAZON_LINUX_2_CORRETTO_11 = LinuxLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-x86_64-lambda-standard:corretto11');
   /** The `aws/codebuild/amazonlinux-x86_64-lambda-standard:go1.21` build image. */
   public static readonly AMAZON_LINUX_2_GO_1_21 = LinuxLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-x86_64-lambda-standard:go1.21');
+  /** The `aws/codebuild/amazonlinux-x86_64-lambda-standard:go1.24` build image. */
+  public static readonly AMAZON_LINUX_2023_GO_1_24 = LinuxLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-x86_64-lambda-standard:go1.24');
   /** The `aws/codebuild/amazonlinux-x86_64-lambda-standard:dotnet6` build image. */
   public static readonly AMAZON_LINUX_2_DOTNET_6 = LinuxLambdaBuildImage.fromCodeBuildImageId('aws/codebuild/amazonlinux-x86_64-lambda-standard:dotnet6');
   /** The `aws/codebuild/amazonlinux-x86_64-lambda-standard:dotnet8` build image. */