docs: fix typos and broken links in documentation (#69175)

devin-ai-integration[bot] · ian-at-airbyte · web-flow · commit 41a178c5dc47 · 2025-11-04T10:43:05.000-08:00
Co-authored-by: Devin AI &lt;158243242+devin-ai-integration[bot]@users.noreply.github.com&gt;
Co-authored-by: ian.alton@airbyte.io &lt;ian.alton@airbyte.io&gt;
diff --git a/docs/community/getting-support.md b/docs/community/getting-support.md
@@ -24,7 +24,7 @@ Airbyte Core users don't have access to paid support, but you still have communi
 
 ### GitHub discussions
 
-[GitHub siscussions](https://github.com/airbytehq/airbyte/discussions) are a great way to propose, vote on, and discuss Airbyte improvements.
+[GitHub discussions](https://github.com/airbytehq/airbyte/discussions) are a great way to propose, vote on, and discuss Airbyte improvements.
 
 ### Report an issue
 
diff --git a/docs/platform/connector-development/README.md b/docs/platform/connector-development/README.md
@@ -22,10 +22,10 @@ If you need support along the way, visit the [Slack channel](https://airbytehq.s
 
 | Tool                                                                                | Description                                                                                                                                                                                                                                                                                                                                                                                                                                                  |
 | ----------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
-| [Connector Builder](./connector-builder-ui/overview.md)                             | We recommend Connector Builder for developing a connector for an API source. If you’re using Airbyte Cloud, no local developer environment is required to create a new connection with the Connector Builder because you configure it directly in the Airbyte web UI. This tool guides you through creating and testing a connection. Refer to our [tutorial](./connector-builder-ui/tutorial.mdx) on the Connector Builder to guide you through the basics. Building destination connectors isn't supported in the Connector Builder. |
-| [Low Code Connector Development Kit (CDK)](./config-based/low-code-cdk-overview.md) | This framework lets you build source connectors for HTTP API sources. The Low-code CDK is a declarative framework that allows you to describe the connector using a [YAML schema](./schema-reference) without writing Python code. It’s flexible enough to include [custom Python components](./config-based/advanced-topics/custom-components.md) in conjunction with this method if necessary. Building destination connectors isn't supported in the low-code CDK.                                                             |
-| [Python Connector Development Kit (CDK)](./cdk-python/basic-concepts.md)            | While this method provides the most flexibility to developers, it also requires the most code and maintenance. This library provides classes that work out-of-the-box for most scenarios you’ll encounter along with the generators to make the connector scaffolds for you. We maintain an [in-depth guide](./tutorials/custom-python-connector/0-getting-started.md) to building a connector using the Python CDK.                                         |
-| [Java CDK](./tutorials/building-a-java-destination.md)                              | If you're bulding a source or a destination against a traditional database (not an HTTP API, not a vector database), you should use the Java CDK instead. |
+| [Connector Builder](./connector-builder-ui/overview.md)                             | We recommend Connector Builder for developing a connector for an API source. If you're using Airbyte Cloud, no local developer environment is required to create a new connection with the Connector Builder because you configure it directly in the Airbyte web UI. This tool guides you through creating and testing a connection. Refer to our [tutorial](./connector-builder-ui/tutorial.mdx) on the Connector Builder to guide you through the basics. Building destination connectors isn't supported in the Connector Builder. |
+| [Low Code Connector Development Kit (CDK)](./config-based/low-code-cdk-overview.md) | This framework lets you build source connectors for HTTP API sources. The Low-code CDK is a declarative framework that allows you to describe the connector using a [YAML schema](./schema-reference) without writing Python code. It's flexible enough to include [custom Python components](./config-based/advanced-topics/custom-components.md) in conjunction with this method if necessary. Building destination connectors isn't supported in the low-code CDK.                                                             |
+| [Python Connector Development Kit (CDK)](./cdk-python/basic-concepts.md)            | While this method provides the most flexibility to developers, it also requires the most code and maintenance. This library provides classes that work out-of-the-box for most scenarios you'll encounter along with the generators to make the connector scaffolds for you. We maintain an [in-depth guide](./tutorials/custom-python-connector/0-getting-started.md) to building a connector using the Python CDK.                                         |
+| Java CDK                              | Airbyte is revamping the Java CDK and does not currently accept Java CDK contributions. |
 
 ## Community maintained CDKs
 
diff --git a/docs/platform/connector-development/tutorials/building-a-java-destination.md b/docs/platform/connector-development/tutorials/building-a-java-destination.md
@@ -1,3 +1,7 @@
+---
+draft: true
+---
+
 # Building a Java Destination
 
 :::warning
diff --git a/docs/platform/organizations-workspaces/workspaces/readme.md b/docs/platform/organizations-workspaces/workspaces/readme.md
@@ -6,7 +6,7 @@ import DocCardList from '@theme/DocCardList';
 
 # Workspaces
 
-Each organization consists of one or more **workspaces**. A workspace groups sources, destinations, connections. You can also use workspaces to assign access and permissions. You can use a single workspace for everything, or you can divide your organization into multiple workspaces.
+Each organization consists of one or more **workspaces**. A workspace groups sources, destinations, and connections. You can also use workspaces to assign access and permissions. You can use a single workspace for everything, or you can divide your organization into multiple workspaces.
 
 ![The Connections page in a workspace](../../images/workspace-homepage.png)
 
diff --git a/docusaurus/src/pages/index.js b/docusaurus/src/pages/index.js
@@ -388,13 +388,13 @@ export default function Home() {
                 alt="GitHub stars" 
               />
             </a>{' '}
-            <a href="/community/developer-guides/licenses/mit-license">
+            <a href="/community/licenses/mit-license">
               <img 
                 src="https://img.shields.io/static/v1?label=license&message=MIT&color=brightgreen" 
                 alt="MIT License" 
               />
             </a>{' '}
-            <a href="/community/developer-guides/licenses/elv2-license">
+            <a href="/community/licenses/elv2-license">
               <img 
                 src="https://img.shields.io/static/v1?label=license&message=ELv2&color=brightgreen" 
                 alt="ELv2 License" 
