fix all links

Author: HarshCasper

src/content/docs/aws/getting-started/installation.mdx

@@ -226,7 +226,7 @@ Learn more about our desktop client at [LocalStack Desktop](/aws/capabilities/we
 ### LocalStack Docker Extension
 
 Install our [official Docker Desktop extension](https://hub.docker.com/extensions/localstack/localstack-docker-desktop) to manage LocalStack.
-See [LocalStack Docker Extension](/aws/tooling/extensions/localstack-docker-extension) for more information.
+See [LocalStack Docker Extension](/aws/tooling/localstack-docker-extension) for more information.
 
 ### Docker-Compose
 

src/content/docs/aws/getting-started/quickstart.mdx

@@ -356,6 +356,6 @@ To expand your LocalStack capabilities, explore the following based on your expe
 
 - [Tutorials](/aws/tutorials): Check out our tutorials to learn how to use LocalStack across various AWS services and application stacks.
 - [Supported Services](/aws/services): Explore LocalStack's emulated AWS services.
-- [Capabilities](/capabilities): Learn about LocalStack's capabilities including features like IAM policy stream, state management, and more.
-- [Tooling](/tooling): Get details on LocalStack's tooling and integrations.
-- [Blog](https://blog.localstack.cloud): Read our blog posts about LocalStack and the latest enhancements for a better local development and testing experience.
+- [Capabilities](): Learn about LocalStack's capabilities including features like IAM policy stream, state management, and more.
+- [Tooling](): Get details on LocalStack's tooling and integrations.
+- [Blog](https://blog.localstack.cloud): Read our blog posts about LocalStack and the latest enhancements for a better local development and testing experience.

src/content/docs/aws/integrations/aws-sdks/python-boto3.md

@@ -29,7 +29,7 @@ if __name__ == "__main__":
 
 :::note
 
-If you're connecting from within a Python **Lambda function** handler in LocalStack, you can create a default client without configuring the `endpoint_url` - LocalStack will automatically forward the invocations to the local API endpoints (available in Pro, see [here](/aws/tooling/transparent-endpoint-injection) for more details).
+If you're connecting from within a Python **Lambda function** handler in LocalStack, you can create a default client without configuring the `endpoint_url` - LocalStack will automatically forward the invocations to the local API endpoints (available in Pro, see [here](/aws/capabilities/networking/transparent-endpoint-injection) for more details).
 :::
 
 ```python

src/content/docs/aws/integrations/continuous-integration/codebuild.md

@@ -56,7 +56,7 @@ phases:
 
 ### Configuration
 
-Get know more about the LocalStack [config options](/references/configuration/).
+Get know more about the LocalStack [config options](/aws/capabilities/config/configuration).
 
 #### Native Runner
 

src/content/docs/aws/integrations/continuous-integration/gitlab-ci.md

@@ -225,4 +225,4 @@ Find out more about ephemeral instances [here](/aws/capabilities/cloud-sandbox/e
 
 ## Examples
 
-[End-to-End Testing in Gitlab CI with Testcontainers and LocalStack: Understanding Runners and Docker in Docker](/aws/tutorials/gitlab_ci_testcontainers) {/*TODO: link target doesn't exist yet*/} - A readily configured demo project, that will walk you through the process of setting up end-to-end testing for a backend application using Testcontainers and LocalStack within GitLab CI.
+[End-to-End Testing in Gitlab CI with Testcontainers and LocalStack: Understanding Runners and Docker in Docker]() {/*TODO: link target doesn't exist yet*/} - A readily configured demo project, that will walk you through the process of setting up end-to-end testing for a backend application using Testcontainers and LocalStack within GitLab CI.