diff --git a/.npmrc b/.npmrc
deleted file mode 100644
index cda6b55bb..000000000
--- a/.npmrc
+++ /dev/null
@@ -1,2 +0,0 @@
-//npm.pkg.github.com/:_authToken=${GITHUB_NPM_TOKEN}
-@zuplo:registry=https://npm.pkg.github.com
\ No newline at end of file
diff --git a/docs/ai/features.mdx b/docs/ai/features.mdx
new file mode 100644
index 000000000..0575da7e2
--- /dev/null
+++ b/docs/ai/features.mdx
@@ -0,0 +1,4 @@
+---
+title: Zuplo AI Features
+sidebar_label: Features
+---
diff --git a/docs/ai/gateway/apps.mdx b/docs/ai/gateway/apps.mdx
new file mode 100644
index 000000000..538386543
--- /dev/null
+++ b/docs/ai/gateway/apps.mdx
@@ -0,0 +1,10 @@
+---
+title: AI Gateway Apps
+sidebar_label: Overview
+---
+
+Apps are in the Zuplo AI Gateway represent any app or intergration that will
+call the AI Gateway. For example, you might have a custom support chatbot on
+your website - that chatbot would be an App in the AI Gateway. Each App has its
+own API Key so that usage is tracked independently. Apps are owned by a specific
+[team](./teams.mdx) and can access the AI Providers assigned to that team.
diff --git a/docs/ai/gateway/getting-started.mdx b/docs/ai/gateway/getting-started.mdx
new file mode 100644
index 000000000..6be1e2e41
--- /dev/null
+++ b/docs/ai/gateway/getting-started.mdx
@@ -0,0 +1,4 @@
+---
+title: Zuplo AI Gateway Getting Started
+sidebar_label: Getting Started
+---
diff --git a/docs/ai/gateway/information-architecture.mdx b/docs/ai/gateway/information-architecture.mdx
new file mode 100644
index 000000000..1436297a7
--- /dev/null
+++ b/docs/ai/gateway/information-architecture.mdx
@@ -0,0 +1,4 @@
+---
+title: AI Gateway Information Architecture
+sidebar_label: Information Architecture
+---
diff --git a/docs/ai/gateway/managing-providers.mdx b/docs/ai/gateway/managing-providers.mdx
new file mode 100644
index 000000000..00cde9787
--- /dev/null
+++ b/docs/ai/gateway/managing-providers.mdx
@@ -0,0 +1,65 @@
+---
+title: Managing AI Providers
+sidebar_label: Managing Providers
+---
+
+Zuplo's AI Gateway supports integration with various
+[AI providers](./providers.mdx), allowing you to leverage different models and
+services for your AI applications.
+
+## Adding a New AI Provider
+
+To add a new AI provider to your Zuplo AI Gateway, follow these steps:
+
+<Stepper>
+
+1. Navigate to the **Settings** > **AI Providers** section of your AI Gateway
+   project in the [Zuplo Portal](https://portal.zuplo.com).
+
+1. Click on the **Add Provider** button.
+
+1. Select the desired provider from the list of
+   [supported providers](./providers.mdx).
+
+1. Specify a label for the provider instance to easily identify it later. You
+   can change the label later if required.
+
+1. Enter the API Key for the selected provider. For instructions on how to
+   create an API key for each provider see the
+   [provider documentation](./providers.mdx).
+
+1. Select the model or models you want to use with this provider. The available
+   models will depend on the selected provider. This can be changed later.
+
+   :::tip
+
+   Click "Select All" to enable all models.
+
+   :::
+
+1. Click save
+
+</Stepper>
+
+## Editing an AI Provider
+
+Existing providers can be modified by navigating to the **Settings** > **AI
+Providers** section and clicking the **Edit** button next to the provider you
+want to modify.
+
+You can modify the label, API key, and selected models for the provider. After
+making your changes, click **Save** to apply them. Changes are effective
+immediately.
+
+:::caution
+
+Be careful removing models from an provider that is in use as it may break
+existing applications that rely on the provider.
+
+:::
+
+## Deleting an AI Provider
+
+Providers that are no longer used within your project can be deleted. To delete
+a provider, navigate to the **Settings** > **AI Providers** section and click
+the **Delete** button next to the provider you want to remove.
diff --git a/docs/ai/gateway/managing-teams.mdx b/docs/ai/gateway/managing-teams.mdx
new file mode 100644
index 000000000..d110db93a
--- /dev/null
+++ b/docs/ai/gateway/managing-teams.mdx
@@ -0,0 +1,63 @@
+---
+title: Managing Teams
+---
+
+Teams in the Zuplo AI Gateway are how users are granted access to AI Providers
+and Apps. Teams are hiearcical with access propogating downword. Teams are also
+where you define usage limits.
+
+## Creating a Team
+
+<Stepper>
+
+1. Navigate to the **Teams** tab of your AI Gateway project in the
+   [Zuplo Portal](https://portal.zuplo.com).
+
+1. Click on the **Create Team** button.
+
+1. Enter the name of your team.
+
+1. Click **Create**
+
+</Stepper>
+
+## Adding Team Members
+
+Team members are the users who belong to a team and can access the AI Providers
+and Apps associated with that team.
+
+<Stepper>
+
+1. Navigate to the **Teams** tab of your AI Gateway project in the
+   [Zuplo Portal](https://portal.zuplo.com).
+
+1. Select the team you want to add members to.
+
+1. Click the **Members** tab.
+
+1. Click **Add Member**.
+
+1. Type the email address of the user you want to add. If the user is already a
+   member of your Zuplo account they will be directly added to the team. If they
+   don't have an account, they will be invited to join the account and then
+   added to the team.
+
+1. Select the role for the user (if your plan supports RBAC). The available
+   roles are:
+   - **Member**: Can access AI Providers and Apps assigned to the team.
+   - **Admin**: Can manage team settings, members, and access AI Providers and
+     Apps assigned to the team.
+
+     :::note
+
+     RBAC is an optional enterprise add-on. For more information see the
+     [document on roles and permissions](../../articles/accounts/roles-and-permissions.mdx).
+
+     :::
+
+1. Click **Add Member** to confirm.
+
+1. The user will receive an email notification if they are being invited to the
+   Zuplo account.
+
+</Stepper>
diff --git a/docs/ai/gateway/overview.mdx b/docs/ai/gateway/overview.mdx
new file mode 100644
index 000000000..2d381cdac
--- /dev/null
+++ b/docs/ai/gateway/overview.mdx
@@ -0,0 +1,6 @@
+---
+title: Zuplo AI Gateway
+sidebar_label: Overview
+---
+
+Introduction
diff --git a/docs/ai/gateway/provider-anthropic.mdx b/docs/ai/gateway/provider-anthropic.mdx
new file mode 100644
index 000000000..a0bf3b971
--- /dev/null
+++ b/docs/ai/gateway/provider-anthropic.mdx
@@ -0,0 +1,4 @@
+---
+title: Anthropic Provider
+sidebar_label: Anthropic
+---
diff --git a/docs/ai/gateway/provider-google.mdx b/docs/ai/gateway/provider-google.mdx
new file mode 100644
index 000000000..931f187da
--- /dev/null
+++ b/docs/ai/gateway/provider-google.mdx
@@ -0,0 +1,4 @@
+---
+title: Google Provider
+sidebar_label: Google
+---
diff --git a/docs/ai/gateway/provider-minstral.mdx b/docs/ai/gateway/provider-minstral.mdx
new file mode 100644
index 000000000..74ac8f762
--- /dev/null
+++ b/docs/ai/gateway/provider-minstral.mdx
@@ -0,0 +1,4 @@
+---
+title: Minstral Provider
+sidebar_label: Minstral
+---
diff --git a/docs/ai/gateway/provider-openai.mdx b/docs/ai/gateway/provider-openai.mdx
new file mode 100644
index 000000000..b898a5407
--- /dev/null
+++ b/docs/ai/gateway/provider-openai.mdx
@@ -0,0 +1,4 @@
+---
+title: OpenAI Provider
+sidebar_label: OpenAI
+---
diff --git a/docs/ai/gateway/providers.mdx b/docs/ai/gateway/providers.mdx
new file mode 100644
index 000000000..69bb8b07e
--- /dev/null
+++ b/docs/ai/gateway/providers.mdx
@@ -0,0 +1,13 @@
+---
+title: AI Providers
+sidebar_label: Overview
+---
+
+Zuplo's AI Gateway supports integration with various AI providers, allowing you
+to leverage different models and services for your AI applications.
+
+## Supported Providers
+
+Zuplo currently supports the following AI providers:
+
+|
diff --git a/docs/ai/gateway/teams.mdx b/docs/ai/gateway/teams.mdx
new file mode 100644
index 000000000..49e0feb6b
--- /dev/null
+++ b/docs/ai/gateway/teams.mdx
@@ -0,0 +1,4 @@
+---
+title: AI Gateway Teams
+sidebar_label: Overview
+---
diff --git a/docs/ai/gateway/universal-api.mdx b/docs/ai/gateway/universal-api.mdx
new file mode 100644
index 000000000..56593406d
--- /dev/null
+++ b/docs/ai/gateway/universal-api.mdx
@@ -0,0 +1,8 @@
+---
+title: AI Gateway Universal API
+sidebar_label: Universal API
+---
+
+Zuplo AI Gateway provides a universal API that standardizes interactions with
+various AI providers. This API follows the OpenAI API specification, making it
+easy to integrate with existing applications that already use OpenAI's API.
diff --git a/docs/ai/gateway/usage-limits.mdx b/docs/ai/gateway/usage-limits.mdx
new file mode 100644
index 000000000..4bdc2864e
--- /dev/null
+++ b/docs/ai/gateway/usage-limits.mdx
@@ -0,0 +1,4 @@
+---
+title: "Usage Limits & Threasholds"
+sidebar_label: "Usage Limits"
+---
diff --git a/docs/ai/guardrails.mdx b/docs/ai/guardrails.mdx
new file mode 100644
index 000000000..65c1e5efd
--- /dev/null
+++ b/docs/ai/guardrails.mdx
@@ -0,0 +1,4 @@
+---
+title: Zuplo AI Guardrails
+sidebar_label: Overview
+---
diff --git a/docs/ai/mcp-server/getting-started.mdx b/docs/ai/mcp-server/getting-started.mdx
new file mode 100644
index 000000000..d67bd34c9
--- /dev/null
+++ b/docs/ai/mcp-server/getting-started.mdx
@@ -0,0 +1,125 @@
+---
+title: Zuplo MCP Server Getting Started
+sidebar_label: Getting Started
+---
+
+#### Getting Started
+
+1. Set up your APIs in Zuplo using OpenAPI specifications
+2. Add the MCP Server Handler to a route
+3. Configure your server name, version, and which APIs to expose as tools
+4. Deploy your project to make the MCP tools available
+5. Connect your AI systems to the MCP server endpoint
+
+[Read the full technical documentation on the MCP Server Handler](/docs/handlers/mcp-server)
+
+### 2. MCP Custom Tools: Programmable AI Tools
+
+For more complex scenarios, use MCP Custom Tools to create sophisticated AI
+tools with custom business logic, multi-step workflows, and programmatic control
+using OpenAPI specifications and custom handler functions.
+
+#### Key Features
+
+- **OpenAPI Standard**: Define tools using standard OpenAPI 3.1 specifications
+- **Custom Logic**: Implement complex business workflows that go beyond simple
+  API calls to enable powerful AI workloads
+- **Multi-Step Operations**: Chain multiple API calls, data transformations, and
+  conditional logic
+- **Type Safety**: Built-in JSON Schema validation for inputs and outputs
+- **Runtime Integration**: Full access to your gateway through
+  `context.invokeRoute()`
+
+#### Example Use Case
+
+The following shows a powerful workflow that can enable an AI agent to interface
+with a process ordering system: instead of an agent calling each of your APIs
+manually, this workflow can be used as a single "aggregate" process to validate
+the provided customer, check that items are in stock, determine pricing, and
+place orders for those items.
+
+**OpenAPI Tool Definition:**
+
+```json
+{
+  "/process-order": {
+    "post": {
+      "summary": "Process customer order",
+      "description": "Process a customer order with inventory validation and pricing",
+      "operationId": "processCustomerOrder",
+      "requestBody": {
+        "required": true,
+        "content": {
+          "application/json": {
+            "schema": {
+              "type": "object",
+              "required": ["customerId", "orderNum"],
+              "properties": {
+                "customerId": {
+                  "type": "string",
+                  "description": "Unique customer identifier"
+                },
+                "orderNum": {
+                  "type": "number",
+                  "description": "Order number to process"
+                }
+              }
+            }
+          }
+        }
+      },
+      "x-zuplo-route": {
+        "handler": {
+          "export": "default",
+          "module": "$import(./modules/process-order)"
+        }
+      }
+    }
+  }
+}
+```
+
+**Custom Handler Implementation:**
+
+```typescript
+// modules/process-order.ts
+import { ZuploContext, ZuploRequest } from "@zuplo/runtime";
+
+export default async function (request: ZuploRequest, context: ZuploContext) {
+  const args = await request.json();
+
+  // 1. Validate customer exists and is active
+  const customerRes = await context.invokeRoute(
+    `/customers/${args.customerId}`,
+  );
+  if (!customerRes.ok) {
+    throw new Error("Customer not found or inactive");
+  }
+  const customer = await customerRes.json();
+
+  // 2. Check the customer's order
+  const orderResponse = await context.invokeRoute(`/orders/${args.orderNum}`);
+
+  if (!orderResponse.ok) {
+    throw new Error("Order not found");
+  }
+  const order = await orderResponse.json();
+
+  // 3. Return structured response
+  return {
+    orderNum: order.id,
+    items: order.items,
+    status: "processed",
+    customerId: args.customerId,
+  };
+}
+```
+
+#### Getting Started with Custom Tools
+
+1. Create an OpenAPI specification defining your tools as POST endpoints
+2. Implement custom handler functions for complex business logic
+3. Configure the MCP Server Handler with your OpenAPI specification
+4. Deploy and test with MCP clients
+
+[Read the full documentation on MCP Custom Tools](/docs/handlers/mcp-server-custom-tools)
diff --git a/docs/ai/mcp.mdx b/docs/ai/mcp-server/overview.mdx
similarity index 50%
rename from docs/ai/mcp.mdx
rename to docs/ai/mcp-server/overview.mdx
index 57e669933..62422dbb2 100644
--- a/docs/ai/mcp.mdx
+++ b/docs/ai/mcp-server/overview.mdx
@@ -1,6 +1,6 @@
 ---
 title: Model Context Protocol (MCP)
-sidebar_label: Model Context Protocol (MCP)
+sidebar_label: Overview
 ---
 
 [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) is
@@ -112,127 +112,6 @@ When exposing routes as MCP tools:
 4. **Scope permissions carefully** - only expose routes and OpenAPI specs that
    should be accessible to AI systems
 
-#### Getting Started
-
-1. Set up your APIs in Zuplo using OpenAPI specifications
-2. Add the MCP Server Handler to a route
-3. Configure your server name, version, and which APIs to expose as tools
-4. Deploy your project to make the MCP tools available
-5. Connect your AI systems to the MCP server endpoint
-
-[Read the full technical documentation on the MCP Server Handler](/docs/handlers/mcp-server)
-
-### 2. MCP Custom Tools: Programmable AI Tools
-
-For more complex scenarios, use MCP Custom Tools to create sophisticated AI
-tools with custom business logic, multi-step workflows, and programmatic control
-using OpenAPI specifications and custom handler functions.
-
-#### Key Features
-
-- **OpenAPI Standard**: Define tools using standard OpenAPI 3.1 specifications
-- **Custom Logic**: Implement complex business workflows that go beyond simple
-  API calls to enable powerful AI workloads
-- **Multi-Step Operations**: Chain multiple API calls, data transformations, and
-  conditional logic
-- **Type Safety**: Built-in JSON Schema validation for inputs and outputs
-- **Runtime Integration**: Full access to your gateway through
-  `context.invokeRoute()`
-
-#### Example Use Case
-
-The following shows a powerful workflow that can enable an AI agent to interface
-with a process ordering system: instead of an agent calling each of your APIs
-manually, this workflow can be used as a single "aggregate" process to validate
-the provided customer, check that items are in stock, determine pricing, and
-place orders for those items.
-
-**OpenAPI Tool Definition:**
-
-```json
-{
-  "/process-order": {
-    "post": {
-      "summary": "Process customer order",
-      "description": "Process a customer order with inventory validation and pricing",
-      "operationId": "processCustomerOrder",
-      "requestBody": {
-        "required": true,
-        "content": {
-          "application/json": {
-            "schema": {
-              "type": "object",
-              "required": ["customerId", "orderNum"],
-              "properties": {
-                "customerId": {
-                  "type": "string",
-                  "description": "Unique customer identifier"
-                },
-                "orderNum": {
-                  "type": "number",
-                  "description": "Order number to process"
-                }
-              }
-            }
-          }
-        }
-      },
-      "x-zuplo-route": {
-        "handler": {
-          "export": "default",
-          "module": "$import(./modules/process-order)"
-        }
-      }
-    }
-  }
-}
-```
-
-**Custom Handler Implementation:**
-
-```typescript
-// modules/process-order.ts
-import { ZuploContext, ZuploRequest } from "@zuplo/runtime";
-
-export default async function (request: ZuploRequest, context: ZuploContext) {
-  const args = await request.json();
-
-  // 1. Validate customer exists and is active
-  const customerRes = await context.invokeRoute(
-    `/customers/${args.customerId}`,
-  );
-  if (!customerRes.ok) {
-    throw new Error("Customer not found or inactive");
-  }
-  const customer = await customerRes.json();
-
-  // 2. Check the customer's order
-  const orderResponse = await context.invokeRoute(`/orders/${args.orderNum}`);
-
-  if (!orderResponse.ok) {
-    throw new Error("Order not found");
-  }
-  const order = await orderResponse.json();
-
-  // 3. Return structured response
-  return {
-    orderNum: order.id,
-    items: order.items,
-    status: "processed",
-    customerId: args.customerId,
-  };
-}
-```
-
-#### Getting Started with Custom Tools
-
-1. Create an OpenAPI specification defining your tools as POST endpoints
-2. Implement custom handler functions for complex business logic
-3. Configure the MCP Server Handler with your OpenAPI specification
-4. Deploy and test with MCP clients
-
-[Read the full documentation on MCP Custom Tools](/docs/handlers/mcp-server-custom-tools)
-
 ## Learn More
 
 - [MCP Server Handler Technical Documentation](/docs/handlers/mcp-server)
diff --git a/docs/ai/overview.mdx b/docs/ai/overview.mdx
new file mode 100644
index 000000000..83fc3b409
--- /dev/null
+++ b/docs/ai/overview.mdx
@@ -0,0 +1,4 @@
+---
+title: Zuplo AI
+sidebar_label: Overview
+---
diff --git a/docs/handlers/mcp-server-custom-tools.mdx b/docs/handlers/mcp-server-custom-tools.mdx
index 5f41234a2..261a3b991 100644
--- a/docs/handlers/mcp-server-custom-tools.mdx
+++ b/docs/handlers/mcp-server-custom-tools.mdx
@@ -534,6 +534,7 @@ dramatically reduce invalid tool usage. This validation is done automatically.
 ## Learn More
 
 - [MCP Server Handler](./mcp-server.mdx) - For simple route-to-tool mapping
-- [Model Context Protocol Overview](../ai/mcp.mdx) - Understanding MCP concepts
+- [Model Context Protocol Overview](../ai/mcp/introduction.mdx) - Understanding
+  MCP concepts
 - [MCP Specification](https://modelcontextprotocol.io/specification/) - Official
   protocol documentation
diff --git a/package-lock.json b/package-lock.json
index cab503f9b..2814fd73c 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -17,7 +17,7 @@
         "lucide-react": "^0.516.0",
         "react": "^19.0.0",
         "react-dom": "^19.0.0",
-        "zudoku": "^0.60.1"
+        "zudoku": "^0.61.4"
       },
       "devDependencies": {
         "@types/json-schema": "7.0.15",
@@ -2846,6 +2846,12 @@
         "url": "https://opencollective.com/pkgr"
       }
     },
+    "node_modules/@posthog/core": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/@posthog/core/-/core-1.0.0.tgz",
+      "integrity": "sha512-gquQld+duT9DdzLIFoHZkUMW0DZOTSLCtSjuuC/zKFz65Qecbz9p37DHBJMkw0dCuB8Mgh2GtH8Ag3PznJrP3g==",
+      "license": "MIT"
+    },
     "node_modules/@pothos/core": {
       "version": "4.8.0",
       "resolved": "https://registry.npmjs.org/@pothos/core/-/core-4.8.0.tgz",
@@ -2874,19 +2880,19 @@
       "license": "MIT"
     },
     "node_modules/@radix-ui/primitive": {
-      "version": "1.1.2",
-      "resolved": "https://registry.npmjs.org/@radix-ui/primitive/-/primitive-1.1.2.tgz",
-      "integrity": "sha512-XnbHrrprsNqZKQhStrSwgRUQzoCI1glLzdw79xiZPoofhGICeZRSQ3dIxAKH1gb3OHfNf4d6f+vAv3kil2eggA==",
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/@radix-ui/primitive/-/primitive-1.1.3.tgz",
+      "integrity": "sha512-JTF99U/6XIjCBo0wqkU5sK10glYe27MRRsfwoiq5zzOEZLHU3A3KCMa5X/azekYRCJ0HlwI0crAXS/5dEHTzDg==",
       "license": "MIT"
     },
     "node_modules/@radix-ui/react-accordion": {
-      "version": "1.2.11",
-      "resolved": "https://registry.npmjs.org/@radix-ui/react-accordion/-/react-accordion-1.2.11.tgz",
-      "integrity": "sha512-l3W5D54emV2ues7jjeG1xcyN7S3jnK3zE2zHqgn0CmMsy9lNJwmgcrmaxS+7ipw15FAivzKNzH3d5EcGoFKw0A==",
+      "version": "1.2.12",
+      "resolved": "https://registry.npmjs.org/@radix-ui/react-accordion/-/react-accordion-1.2.12.tgz",
+      "integrity": "sha512-T4nygeh9YE9dLRPhAHSeOZi7HBXo+0kYIPJXayZfvWOWA0+n3dESrZbjfDPUABkUNym6Hd+f2IR113To8D2GPA==",
       "license": "MIT",
       "dependencies": {
-        "@radix-ui/primitive": "1.1.2",
-        "@radix-ui/react-collapsible": "1.1.11",
+        "@radix-ui/primitive": "1.1.3",
+        "@radix-ui/react-collapsible": "1.1.12",
         "@radix-ui/react-collection": "1.1.7",
         "@radix-ui/react-compose-refs": "1.1.2",
         "@radix-ui/react-context": "1.1.2",
@@ -2911,15 +2917,15 @@
       }
     },
     "node_modules/@radix-ui/react-alert-dialog": {
-      "version": "1.1.14",
-      "resolved": "https://registry.npmjs.org/@radix-ui/react-alert-dialog/-/react-alert-dialog-1.1.14.tgz",
-      "integrity": "sha512-IOZfZ3nPvN6lXpJTBCunFQPRSvK8MDgSc1FB85xnIpUKOw9en0dJj8JmCAxV7BiZdtYlUpmrQjoTFkVYtdoWzQ==",
+      "version": "1.1.15",
+      "resolved": "https://registry.npmjs.org/@radix-ui/react-alert-dialog/-/react-alert-dialog-1.1.15.tgz",
+      "integrity": "sha512-oTVLkEw5GpdRe29BqJ0LSDFWI3qu0vR1M0mUkOQWDIUnY/QIkLpgDMWuKxP94c2NAC2LGcgVhG1ImF3jkZ5wXw==",
       "license": "MIT",
       "dependencies": {
-        "@radix-ui/primitive": "1.1.2",
+        "@radix-ui/primitive": "1.1.3",
         "@radix-ui/react-compose-refs": "1.1.2",
         "@radix-ui/react-context": "1.1.2",
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     "node_modules/babel-plugin-macros": {
       "version": "3.1.0",
       "resolved": "https://registry.npmjs.org/babel-plugin-macros/-/babel-plugin-macros-3.1.0.tgz",
@@ -6966,6 +6980,7 @@
       "version": "1.0.8",
       "resolved": "https://registry.npmjs.org/combined-stream/-/combined-stream-1.0.8.tgz",
       "integrity": "sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "delayed-stream": "~1.0.0"
@@ -7415,6 +7430,7 @@
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/delayed-stream/-/delayed-stream-1.0.0.tgz",
       "integrity": "sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ==",
+      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">=0.4.0"
@@ -7648,6 +7664,7 @@
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/es-set-tostringtag/-/es-set-tostringtag-2.1.0.tgz",
       "integrity": "sha512-j6vWzfrGVfyXxge+O0x5sh6cvxAog0a/4Rdd2K36zCMV5eJ+/+tOAngRO8cODMNWbVRdVlmGZQL2YS3yR8bIUA==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "es-errors": "^1.3.0",
@@ -8436,6 +8453,7 @@
       "version": "4.0.2",
       "resolved": "https://registry.npmjs.org/form-data/-/form-data-4.0.2.tgz",
       "integrity": "sha512-hGfm/slu0ZabnNt4oaRZ6uREyfCj6P4fT/n6A1rGV+Z0VdGXjfOhVUpkn6qVQONHGIFwmveGXyDs75+nr6FM8w==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "asynckit": "^0.4.0",
@@ -8451,6 +8469,7 @@
       "version": "1.52.0",
       "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.52.0.tgz",
       "integrity": "sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg==",
+      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">= 0.6"
@@ -8460,6 +8479,7 @@
       "version": "2.1.35",
       "resolved": "https://registry.npmjs.org/mime-types/-/mime-types-2.1.35.tgz",
       "integrity": "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "mime-db": "1.52.0"
@@ -8849,6 +8869,7 @@
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/has-tostringtag/-/has-tostringtag-1.0.2.tgz",
       "integrity": "sha512-NqADB8VjPFLM2V0VvHUewwwsw0ZWBaIdgo+ieHtK3hasLz4qeCRjYcqfB6AQrBggRKppKF8L52/VqdVsO47Dlw==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "has-symbols": "^1.0.3"
@@ -12296,15 +12317,15 @@
       }
     },
     "node_modules/posthog-node": {
-      "version": "4.17.1",
-      "resolved": "https://registry.npmjs.org/posthog-node/-/posthog-node-4.17.1.tgz",
-      "integrity": "sha512-cVlQPOwOPjakUnrueKRCQe1m2Ku+XzKaOos7Tn/zDZkkZFeBT/byP7tbNf7LiwhaBRWFBRowZZb/MsTtSRaorg==",
+      "version": "5.7.0",
+      "resolved": "https://registry.npmjs.org/posthog-node/-/posthog-node-5.7.0.tgz",
+      "integrity": "sha512-6J1AIZWtbr2lEbZOO2AzO/h1FPJjUZM4KWcdaL2UQw7FY8J7VNaH3NiaRockASFmglpID7zEY25gV/YwCtuXjg==",
       "license": "MIT",
       "dependencies": {
-        "axios": "^1.8.2"
+        "@posthog/core": "1.0.0"
       },
       "engines": {
-        "node": ">=15.0.0"
+        "node": ">=20"
       }
     },
     "node_modules/preact": {
@@ -12556,9 +12577,9 @@
       "license": "MIT"
     },
     "node_modules/react-hook-form": {
-      "version": "7.60.0",
-      "resolved": "https://registry.npmjs.org/react-hook-form/-/react-hook-form-7.60.0.tgz",
-      "integrity": "sha512-SBrYOvMbDB7cV8ZfNpaiLcgjH/a1c7aK0lK+aNigpf4xWLO8q+o4tcvVurv3c4EOyzn/3dCsYt4GKD42VvJ/+A==",
+      "version": "7.62.0",
+      "resolved": "https://registry.npmjs.org/react-hook-form/-/react-hook-form-7.62.0.tgz",
+      "integrity": "sha512-7KWFejc98xqG/F4bAxpL41NB3o1nnvQO1RWZT3TqRZYL8RryQETGfEdVnJN2fy1crCiBLLjkRBVK05j24FxJGA==",
       "license": "MIT",
       "engines": {
         "node": ">=18.0.0"
@@ -12661,9 +12682,9 @@
       }
     },
     "node_modules/react-router": {
-      "version": "7.6.3",
-      "resolved": "https://registry.npmjs.org/react-router/-/react-router-7.6.3.tgz",
-      "integrity": "sha512-zf45LZp5skDC6I3jDLXQUu0u26jtuP4lEGbc7BbdyxenBN1vJSTA18czM2D+h5qyMBuMrD+9uB+mU37HIoKGRA==",
+      "version": "7.8.2",
+      "resolved": "https://registry.npmjs.org/react-router/-/react-router-7.8.2.tgz",
+      "integrity": "sha512-7M2fR1JbIZ/jFWqelpvSZx+7vd7UlBTfdZqf6OSdF9g6+sfdqJDAWcak6ervbHph200ePlu+7G8LdoiC3ReyAQ==",
       "license": "MIT",
       "dependencies": {
         "cookie": "^1.0.1",
@@ -13549,17 +13570,17 @@
       }
     },
     "node_modules/shiki": {
-      "version": "3.9.2",
-      "resolved": "https://registry.npmjs.org/shiki/-/shiki-3.9.2.tgz",
-      "integrity": "sha512-t6NKl5e/zGTvw/IyftLcumolgOczhuroqwXngDeMqJ3h3EQiTY/7wmfgPlsmloD8oYfqkEDqxiaH37Pjm1zUhQ==",
+      "version": "3.12.0",
+      "resolved": "https://registry.npmjs.org/shiki/-/shiki-3.12.0.tgz",
+      "integrity": "sha512-E+ke51tciraTHpaXYXfqnPZFSViKHhSQ3fiugThlfs/om/EonlQ0hSldcqgzOWWqX6PcjkKKzFgrjIaiPAXoaA==",
       "license": "MIT",
       "dependencies": {
-        "@shikijs/core": "3.9.2",
-        "@shikijs/engine-javascript": "3.9.2",
-        "@shikijs/engine-oniguruma": "3.9.2",
-        "@shikijs/langs": "3.9.2",
-        "@shikijs/themes": "3.9.2",
-        "@shikijs/types": "3.9.2",
+        "@shikijs/core": "3.12.0",
+        "@shikijs/engine-javascript": "3.12.0",
+        "@shikijs/engine-oniguruma": "3.12.0",
+        "@shikijs/langs": "3.12.0",
+        "@shikijs/themes": "3.12.0",
+        "@shikijs/types": "3.12.0",
         "@shikijs/vscode-textmate": "^10.0.2",
         "@types/hast": "^3.0.4"
       }
@@ -14230,6 +14251,15 @@
         "fsevents": "~2.3.3"
       }
     },
+    "node_modules/tw-animate-css": {
+      "version": "1.3.6",
+      "resolved": "https://registry.npmjs.org/tw-animate-css/-/tw-animate-css-1.3.6.tgz",
+      "integrity": "sha512-9dy0R9UsYEGmgf26L8UcHiLmSFTHa9+D7+dAt/G/sF5dCnPePZbfgDYinc7/UzAM7g/baVrmS6m9yEpU46d+LA==",
+      "license": "MIT",
+      "funding": {
+        "url": "https://github.com/sponsors/Wombosvideo"
+      }
+    },
     "node_modules/type-check": {
       "version": "0.4.0",
       "resolved": "https://registry.npmjs.org/type-check/-/type-check-0.4.0.tgz",
@@ -15139,9 +15169,9 @@
       }
     },
     "node_modules/zudoku": {
-      "version": "0.60.1",
-      "resolved": "https://registry.npmjs.org/zudoku/-/zudoku-0.60.1.tgz",
-      "integrity": "sha512-sxQSHSRqf/lpuGcp0uCTpFgxMaKACcIJrq+i+nH3E8I7tR8Q2FEAedLUZRtXcX22aL5+3y3paMva+44oDUA48Q==",
+      "version": "0.61.4",
+      "resolved": "https://registry.npmjs.org/zudoku/-/zudoku-0.61.4.tgz",
+      "integrity": "sha512-qEoTyAA3rCK2Z/mFCvNBRL4ZlNeLGsB48bGCxBEe25OFm0/GfQlamI/PevPhg21SoRO2SPfM6KA5AxmnK1LzpA==",
       "dependencies": {
         "@apidevtools/json-schema-ref-parser": "14.1.1",
         "@envelop/core": "5.3.0",
@@ -15150,46 +15180,47 @@
         "@mdx-js/react": "3.1.0",
         "@mdx-js/rollup": "3.1.0",
         "@pothos/core": "4.8.0",
-        "@radix-ui/react-accordion": "1.2.11",
-        "@radix-ui/react-alert-dialog": "1.1.14",
+        "@radix-ui/react-accordion": "1.2.12",
+        "@radix-ui/react-alert-dialog": "1.1.15",
         "@radix-ui/react-aspect-ratio": "1.1.7",
-        "@radix-ui/react-checkbox": "1.3.2",
-        "@radix-ui/react-collapsible": "1.1.11",
-        "@radix-ui/react-dialog": "1.1.14",
-        "@radix-ui/react-dropdown-menu": "2.1.15",
-        "@radix-ui/react-hover-card": "1.1.14",
+        "@radix-ui/react-checkbox": "1.3.3",
+        "@radix-ui/react-collapsible": "1.1.12",
+        "@radix-ui/react-dialog": "1.1.15",
+        "@radix-ui/react-dropdown-menu": "2.1.16",
+        "@radix-ui/react-hover-card": "1.1.15",
         "@radix-ui/react-label": "2.1.7",
-        "@radix-ui/react-popover": "1.1.14",
+        "@radix-ui/react-popover": "1.1.15",
         "@radix-ui/react-progress": "1.1.7",
-        "@radix-ui/react-radio-group": "1.3.7",
-        "@radix-ui/react-scroll-area": "1.2.9",
-        "@radix-ui/react-select": "2.2.5",
-        "@radix-ui/react-slider": "1.3.5",
+        "@radix-ui/react-radio-group": "1.3.8",
+        "@radix-ui/react-scroll-area": "1.2.10",
+        "@radix-ui/react-select": "2.2.6",
+        "@radix-ui/react-slider": "1.3.6",
         "@radix-ui/react-slot": "1.2.3",
-        "@radix-ui/react-switch": "1.2.5",
-        "@radix-ui/react-tabs": "1.1.12",
-        "@radix-ui/react-toggle": "1.1.9",
-        "@radix-ui/react-toggle-group": "1.1.10",
-        "@radix-ui/react-tooltip": "1.2.7",
+        "@radix-ui/react-switch": "1.2.6",
+        "@radix-ui/react-tabs": "1.1.13",
+        "@radix-ui/react-toggle": "1.1.10",
+        "@radix-ui/react-toggle-group": "1.1.11",
+        "@radix-ui/react-tooltip": "1.2.8",
         "@radix-ui/react-visually-hidden": "1.2.3",
         "@scalar/openapi-parser": "0.18.0",
         "@sentry/node": "9.26.0",
-        "@shikijs/langs": "3.9.2",
-        "@shikijs/rehype": "3.9.2",
-        "@shikijs/themes": "3.9.2",
-        "@shikijs/transformers": "3.9.2",
+        "@shikijs/langs": "3.12.0",
+        "@shikijs/rehype": "3.12.0",
+        "@shikijs/themes": "3.12.0",
+        "@shikijs/transformers": "3.12.0",
         "@sindresorhus/slugify": "2.2.1",
         "@stefanprobst/rehype-extract-toc": "3.0.0",
         "@tailwindcss/typography": "0.5.16",
         "@tailwindcss/vite": "4.1.11",
         "@tanem/react-nprogress": "5.0.55",
-        "@tanstack/react-query": "5.81.5",
+        "@tanstack/react-query": "5.85.5",
         "@types/react": "19.1.10",
         "@types/react-dom": "19.1.7",
         "@vitejs/plugin-react": "4.6.0",
         "@zudoku/httpsnippet": "10.0.9",
         "@zudoku/react-helmet-async": "2.0.5",
-        "allof-merge": "0.6.6",
+        "@zuplo/mcp": "^0.0.18",
+        "allof-merge": "0.6.7",
         "class-variance-authority": "0.7.1",
         "clsx": "2.1.1",
         "cmdk": "1.1.1",
@@ -15209,7 +15240,7 @@
         "javascript-stringify": "2.1.0",
         "json-schema-to-typescript-lite": "15.0.0",
         "loglevel": "1.9.2",
-        "lucide-react": "0.526.0",
+        "lucide-react": "0.542.0",
         "motion": "12.23.12",
         "nanoevents": "^9.1.0",
         "next-themes": "0.4.6",
@@ -15218,12 +15249,12 @@
         "pagefind": "1.4.0-alpha.1",
         "picocolors": "1.1.1",
         "piscina": "5.1.3",
-        "posthog-node": "4.17.1",
+        "posthog-node": "5.7.0",
         "react-error-boundary": "6.0.0",
-        "react-hook-form": "7.60.0",
+        "react-hook-form": "7.62.0",
         "react-is": "19.1.1",
         "react-markdown": "10.1.0",
-        "react-router": "7.6.3",
+        "react-router": "7.8.2",
         "rehype-mdx-import-media": "1.2.0",
         "rehype-raw": "7.0.0",
         "rehype-slug": "6.0.0",
@@ -15235,11 +15266,12 @@
         "remark-mdx-frontmatter": "5.2.0",
         "rollup": "4.46.1",
         "semver": "7.7.2",
-        "shiki": "3.9.2",
+        "shiki": "3.12.0",
         "sitemap": "8.0.0",
         "strip-ansi": "7.1.0",
         "tailwind-merge": "3.3.1",
         "tailwindcss": "4.1.11",
+        "tw-animate-css": "1.3.6",
         "unified": "^11.0.5",
         "unist-util-visit": "5.0.0",
         "vaul": "1.1.2",
@@ -15248,7 +15280,7 @@
         "yaml": "2.8.1",
         "yargs": "18.0.0",
         "zod": "4.0.10",
-        "zustand": "5.0.6"
+        "zustand": "5.0.8"
       },
       "bin": {
         "zudoku": "cli.js"
@@ -15347,9 +15379,9 @@
       }
     },
     "node_modules/zudoku/node_modules/lucide-react": {
-      "version": "0.526.0",
-      "resolved": "https://registry.npmjs.org/lucide-react/-/lucide-react-0.526.0.tgz",
-      "integrity": "sha512-uGWG/2RKuDLeQHCodn5cmJ9Zij80EstOdcBP+j//B2sr78w7woiEL4aMu6CRlRkyOyJ8sZry8QLhQTmZjynLdA==",
+      "version": "0.542.0",
+      "resolved": "https://registry.npmjs.org/lucide-react/-/lucide-react-0.542.0.tgz",
+      "integrity": "sha512-w3hD8/SQB7+lzU2r4VdFyzzOzKnUjTZIF/MQJGSSvni7Llewni4vuViRppfRAa2guOsY5k4jZyxw/i9DQHv+dw==",
       "license": "ISC",
       "peerDependencies": {
         "react": "^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0"
@@ -15434,9 +15466,9 @@
       }
     },
     "node_modules/zudoku/node_modules/zustand": {
-      "version": "5.0.6",
-      "resolved": "https://registry.npmjs.org/zustand/-/zustand-5.0.6.tgz",
-      "integrity": "sha512-ihAqNeUVhe0MAD+X8M5UzqyZ9k3FFZLBTtqo6JLPwV53cbRB/mJwBI0PxcIgqhBBHlEs8G45OTDTMq3gNcLq3A==",
+      "version": "5.0.8",
+      "resolved": "https://registry.npmjs.org/zustand/-/zustand-5.0.8.tgz",
+      "integrity": "sha512-gyPKpIaxY9XcO2vSMrLbiER7QMAMGOQZVRdJ6Zi782jkbzZygq5GI9nG8g+sMgitRtndwaBSl7uiqC49o1SSiw==",
       "license": "MIT",
       "engines": {
         "node": ">=12.20.0"
diff --git a/package.json b/package.json
index 017346330..d88d1dcfe 100644
--- a/package.json
+++ b/package.json
@@ -32,7 +32,7 @@
     "lucide-react": "^0.516.0",
     "react": "^19.0.0",
     "react-dom": "^19.0.0",
-    "zudoku": "^0.60.1"
+    "zudoku": "^0.61.4"
   },
   "devDependencies": {
     "@types/json-schema": "7.0.15",
diff --git a/sidebar.ts b/sidebar.ts
index 638cfd4d7..7662eba20 100644
--- a/sidebar.ts
+++ b/sidebar.ts
@@ -88,11 +88,6 @@ export const docs: Navigation = [
       "articles/testing",
     ],
   },
-  {
-    type: "category",
-    label: "AI",
-    items: ["ai/mcp"],
-  },
   {
     type: "category",
     label: "Observability",
@@ -347,6 +342,74 @@ export const docs: Navigation = [
   },
 ];
 
+export const ai: Navigation = [
+  {
+    type: "category",
+    label: "Introduction",
+    items: ["ai/overview", "ai/features"],
+    collapsed: false,
+  },
+  {
+    type: "category",
+    label: "AI Gateway",
+    items: [
+      "ai/gateway/overview",
+      "ai/gateway/getting-started",
+      "ai/gateway/universal-api",
+      "ai/gateway/information-architecture",
+      {
+        type: "category",
+        label: "Providers",
+        items: [
+          "ai/gateway/providers",
+          "ai/gateway/managing-providers",
+          "ai/gateway/provider-openai",
+          "ai/gateway/provider-anthropic",
+          "ai/gateway/provider-google",
+          "ai/gateway/provider-minstral",
+        ],
+      },
+      {
+        type: "category",
+        label: "Teams",
+        items: [
+          "ai/gateway/teams",
+          "ai/gateway/managing-teams",
+          "ai/gateway/usage-limits",
+        ],
+      },
+      {
+        type: "category",
+        label: "Apps",
+        items: ["ai/gateway/apps"],
+      },
+    ],
+    collapsed: false,
+  },
+  {
+    type: "category",
+    label: "MCP Server",
+    items: [
+      "ai/mcp-server/overview",
+      "ai/mcp-server/getting-started",
+      {
+        type: "link",
+        icon: "square-code",
+        label: "Handler",
+        target: "_self",
+        to: "https://zuplo.com/docs/handlers/mcp-server",
+      },
+    ],
+    collapsed: false,
+  },
+
+  {
+    type: "category",
+    label: "Guardrails",
+    items: ["ai/guardrails"],
+  },
+];
+
 export const programming: Navigation = [
   {
     type: "doc",
diff --git a/zudoku.config.tsx b/zudoku.config.tsx
index 4f9ac2e38..2dfb4afc6 100644
--- a/zudoku.config.tsx
+++ b/zudoku.config.tsx
@@ -1,5 +1,5 @@
 import type { ZudokuConfig, ZudokuPlugin } from "zudoku";
-import { devPortal, docs, policies, programming } from "./sidebar.js";
+import { ai, devPortal, docs, policies, programming } from "./sidebar.js";
 import { mdxComponents } from "./src/components.js";
 import { HeadNavigation } from "./src/HeadNavigation";
 import "./src/diagrams.css";
@@ -102,6 +102,11 @@ posthog.init('phc_xB1aydh7a41MW9TwUtLJjKme4izQiWf9zKbKhpysAiW', { person_profile
       label: "Documentation",
       items: docs,
     },
+    {
+      type: "category",
+      label: "AI",
+      items: ai,
+    },
     {
       type: "category",
       label: "Policies & Handlers",