diff --git a/docs/my-website/docs/index.md b/docs/my-website/docs/index.md
index 79b1b121e9..ca63c9e39f 100644
--- a/docs/my-website/docs/index.md
+++ b/docs/my-website/docs/index.md
@@ -401,22 +401,16 @@ LiteLLM is a unified gateway for **LLMs, agents, and MCP** — you don't need a
 columns={2}
 items={[
 {
-icon: "🤖",
-title: "Agent & MCP Gateway",
-description: "What you need to know about adopting A2A or multi-MCP with LiteLLM.",
-to: "./agent_mcp_gateway",
-},
-{
 icon: "🔗",
 title: "A2A Agents",
 description: "Add and invoke A2A agents via the LiteLLM gateway.",
-to: "./a2a",
+to: "/docs/a2a",
 },
 {
 icon: "🛠️",
 title: "MCP Gateway",
 description: "Central MCP endpoint with per-key access control.",
-to: "./mcp",
+to: "/docs/mcp",
 },
 ]}
 />
@@ -430,7 +424,7 @@ columns={3}
 items={[
 {
 icon: "🔀",
-title: "Router & Fallbacks",
+title: "Routing & Load Balancing",
 description: "Load balance across deployments and set automatic fallbacks.",
 to: "/docs/routing-load-balancing",
 },
diff --git a/docs/my-website/docs/integrations/index.md b/docs/my-website/docs/integrations/index.md
index 67e087a976..0ad934d5b4 100644
--- a/docs/my-website/docs/integrations/index.md
+++ b/docs/my-website/docs/integrations/index.md
@@ -73,7 +73,7 @@ items={[
 ]}
 />
 
-[View all observability integrations →](/docs/observability_integrations)
+[View all observability integrations →](/docs/integrations/observability_integrations)
 
 ---
 
diff --git a/docs/my-website/docs/learn/gateway_quickstart.md b/docs/my-website/docs/learn/gateway_quickstart.md
index 2823e97e40..acec259758 100644
--- a/docs/my-website/docs/learn/gateway_quickstart.md
+++ b/docs/my-website/docs/learn/gateway_quickstart.md
@@ -124,6 +124,12 @@ If you need virtual keys, spend tracking, or the admin UI, add a database next.
 <NavigationCards
 columns={3}
 items={[
+  {
+    icon: "🖥️",
+    title: "Make LLM Requests",
+    description: "Point LiteLLM or OpenAI-compatible clients to the gateway.",
+    to: "/docs/proxy/user_keys",
+  },
   {
     icon: "🎛️",
     title: "Model Config",
@@ -154,12 +160,6 @@ items={[
     description: "Add safety checks and policy enforcement.",
     to: "/docs/proxy/guardrails/quick_start",
   },
-  {
-    icon: "🖥️",
-    title: "Connect SDKs",
-    description: "Point LiteLLM or OpenAI-compatible clients to the gateway.",
-    to: "/docs/providers/litellm_proxy",
-  },
   {
     icon: "📊",
     title: "Reliability",
diff --git a/docs/my-website/docs/learn/index.md b/docs/my-website/docs/learn/index.md
index 159c43c7d0..018aec5af0 100644
--- a/docs/my-website/docs/learn/index.md
+++ b/docs/my-website/docs/learn/index.md
@@ -55,19 +55,19 @@ items={[
     icon: "⚡",
     title: "Stream Responses",
     description: "Return tokens as they are generated.",
-    to: "/docs/completion/stream",
+    to: "/docs/guides/core_request_response_patterns",
   },
   {
     icon: "🧰",
     title: "Use Tools",
     description: "Add function calling to your app.",
-    to: "/docs/completion/function_call",
+    to: "/docs/guides/tools_integrations",
   },
   {
     icon: "🔀",
     title: "Add Routing",
     description: "Retries, fallbacks, and load balancing.",
-    to: "/docs/routing",
+    to: "/docs/routing-load-balancing",
   },
   {
     icon: "🔑",
@@ -92,36 +92,6 @@ items={[
 
 ---
 
-## Explore
-
-Use these when you want examples or tool-specific walkthroughs.
-
-<NavigationCards
-columns={3}
-items={[
-  {
-    icon: "🧪",
-    title: "Playground",
-    description: "Compare providers side by side.",
-    to: "/docs/tutorials/first_playground",
-  },
-  {
-    icon: "🤖",
-    title: "Agent SDKs",
-    description: "OpenAI Agents SDK, Claude Agent SDK, ADK, and more.",
-    to: "/docs/agent_sdks",
-  },
-  {
-    icon: "🛠️",
-    title: "AI Coding Tools",
-    description: "Claude Code, Cursor, Copilot, Gemini CLI, and more.",
-    to: "/docs/ai_tools",
-  },
-]}
-/>
-
----
-
 ## Docs Map
 
 Use these when you already know the type of doc you want.
diff --git a/docs/my-website/docs/learn/sdk_quickstart.md b/docs/my-website/docs/learn/sdk_quickstart.md
index b4342d54cd..bdf7b63eb5 100644
--- a/docs/my-website/docs/learn/sdk_quickstart.md
+++ b/docs/my-website/docs/learn/sdk_quickstart.md
@@ -164,12 +164,6 @@ title: "Choose A Provider",
 description: "Find provider-specific auth, model naming, and params.",
 to: "/docs/providers",
 },
-{
-icon: "🖥️",
-title: "Use Gateway",
-description: "Send requests through a shared LiteLLM gateway.",
-to: "/docs/learn/gateway_quickstart",
-},
 ]}
 />
 
diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js
index 95dfcd99e0..6af8f6e463 100644
--- a/docs/my-website/sidebars.js
+++ b/docs/my-website/sidebars.js
@@ -163,6 +163,7 @@ const sidebars = {
         "tutorials/google_adk",
         "tutorials/google_genai_sdk",
         "tutorials/livekit_xai_realtime",
+        "integrations/letta",
         { type: "doc", id: "tutorials/instructor", label: "Instructor with LiteLLM" },
         { type: "doc", id: "langchain/langchain", label: "LangChain with LiteLLM" },
         "projects/openai-agents"