diff --git a/public/sitemap.xml b/public/sitemap.xml
index 943497e..3d70a6d 100644
--- a/public/sitemap.xml
+++ b/public/sitemap.xml
@@ -2,686 +2,686 @@
     
     <url>
         <loc>https://kagent.dev/agents</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/blog</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/community</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/concepts/agents</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/concepts/architecture</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/concepts</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/concepts/tools</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/examples/a2a-agents</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/examples/a2a-byo</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/examples/crewai-byo</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/examples/discord-a2a</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/examples/documentation</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/examples/langchain-byo</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/examples</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/examples/slack-a2a</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/getting-started/first-agent</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/getting-started/first-mcp-tool</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/getting-started/local-development</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
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     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/getting-started</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
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     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/getting-started/quickstart</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
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     <url>
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-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
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     </url>
     
     <url>
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-        <lastmod>2025-10-29</lastmod>
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     <url>
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-        <lastmod>2025-10-29</lastmod>
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     <url>
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-        <lastmod>2025-10-29</lastmod>
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     <url>
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     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/operations</loc>
-        <lastmod>2025-10-29</lastmod>
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     <url>
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-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
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     <url>
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-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
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     <url>
         <loc>https://kagent.dev/docs/kagent</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
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     <url>
         <loc>https://kagent.dev/docs/kagent/resources/api-ref</loc>
-        <lastmod>2025-10-29</lastmod>
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     <url>
         <loc>https://kagent.dev/docs/kagent/resources/cli/kagent-add-mcp</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
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     </url>
     
     <url>
         <loc>https://kagent.dev/docs/kagent/resources/cli/kagent-bug-report</loc>
-        <lastmod>2025-10-29</lastmod>
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     <url>
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-        <lastmod>2025-10-29</lastmod>
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     <url>
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     <url>
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-        <lastmod>2025-10-29</lastmod>
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     <url>
         <loc>https://kagent.dev/docs/kagent/resources/cli/kagent-init</loc>
-        <lastmod>2025-10-29</lastmod>
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     <url>
         <loc>https://kagent.dev/docs/kagent/resources/cli/kagent-install</loc>
-        <lastmod>2025-10-29</lastmod>
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     <url>
         <loc>https://kagent.dev/docs/kagent/resources/cli/kagent-invoke</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
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     <url>
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-        <lastmod>2025-10-29</lastmod>
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     <url>
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-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
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     <url>
         <loc>https://kagent.dev/docs/kagent/resources/cli/kagent-uninstall</loc>
-        <lastmod>2025-10-29</lastmod>
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     <url>
         <loc>https://kagent.dev/docs/kagent/resources/cli/kagent-version</loc>
-        <lastmod>2025-10-29</lastmod>
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     <url>
         <loc>https://kagent.dev/docs/kagent/resources/cli</loc>
-        <lastmod>2025-10-29</lastmod>
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     <url>
         <loc>https://kagent.dev/docs/kagent/resources/faq</loc>
-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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     <url>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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     <url>
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-        <lastmod>2025-10-29</lastmod>
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     <url>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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-        <lastmod>2025-10-29</lastmod>
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     <url>
         <loc>https://kagent.dev/tools</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/agents/argo-rollouts-conversion-agent</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/agents/cilium-crd-agent</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/agents/helm-agent</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/agents/istio-agent</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/agents/k8s-agent</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/agents/kgateway-agent</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/agents/observability-agent</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/agents/promql-agent</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/tools/istio</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/tools/kubernetes</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/tools/prometheus</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/tools/documentation</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/tools/helm</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/tools/argo</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/tools/grafana</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/tools/other</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
     
     <url>
         <loc>https://kagent.dev/tools/cilium</loc>
-        <lastmod>2025-10-29</lastmod>
+        <lastmod>2025-10-30</lastmod>
         <changefreq>weekly</changefreq>
         <priority>0.8</priority>
     </url>
diff --git a/src/app/docs/kagent/getting-started/local-development/page.mdx b/src/app/docs/kagent/getting-started/local-development/page.mdx
index e820512..4987dd3 100644
--- a/src/app/docs/kagent/getting-started/local-development/page.mdx
+++ b/src/app/docs/kagent/getting-started/local-development/page.mdx
@@ -95,7 +95,7 @@ You can press CTRL+C to exit the terminal UI and stop the agent. If you make cha
 
 ## Add an MCP server to the agent
 
-Now let's add an MCP server to the agent. We'll use the `sum` tool from the `@modelcontextprotocol/server-everything` MCP server. You can add an stdio or remote MCP server to the agent project using the `add-mcp` command. The `add-mcp` command has a terminal UI, but you can also pass specific arguments to the command:
+Now let's add an MCP server to the agent. We'll use the `add` tool from the `@modelcontextprotocol/server-everything` MCP server. You can add an stdio or remote MCP server to the agent project using the `add-mcp` command. The `add-mcp` command has a terminal UI, but you can also pass specific arguments to the command:
 
 ```shell
 kagent add-mcp server-everything --command npx --arg @modelcontextprotocol/server-everything 
diff --git a/src/blogContent/crewai-byo-agent.mdx b/src/blogContent/crewai-byo-agent.mdx
index ccfe7d4..f803b15 100644
--- a/src/blogContent/crewai-byo-agent.mdx
+++ b/src/blogContent/crewai-byo-agent.mdx
@@ -1,6 +1,6 @@
 export const metadata = {
   title: "From CrewAI to KAgent: Deploying Your Custom AI Agents",
-  publishDate: "2025-10-14T00:00:00Z",
+  publishDate: "2025-10-30T00:00:00Z",
   description:
     "Learn how to deploy your CrewAI agents as production-ready KAgent BYO agents in just minutes.",
   author: "Jet Chiang",
@@ -45,7 +45,7 @@ Ensure that you have a CrewAI agent ready and tested locally, for example using
 If you want to follow the example below but don't have a CrewAI agent, a simple one to start is the `self_evaluation_loop_flow` agent from the CrewAI examples repository.
 This example shows a flow with 2 agents that generates X posts in Shakespearean style and then evaluates them to iteratively improve the quality. It doesn't require any tool API keys. Here's an diagram illustrating the flow:
 
-![Shakespearean X Post Flow Diagram](images/blog/crewai-byo/shakespeare-flow.png)
+![Shakespearean X Post Flow Diagram](/images/blog/crewai-byo/shakespeare-flow.png)
 
 ```bash
 git clone https://github.com/crewAIInc/crewAI-examples.git
diff --git a/src/components/navbar.tsx b/src/components/navbar.tsx
index e513f05..2e1e01c 100644
--- a/src/components/navbar.tsx
+++ b/src/components/navbar.tsx
@@ -3,7 +3,7 @@ import Link from "next/link";
 import { GITHUB_LINK } from "@/data/links";
 import { useState } from "react";
 import { usePathname } from "next/navigation";
-import kagentLogoWithText from "./icons/kagent-logo-text";
+import KagentLogoWithText from "./icons/kagent-logo-text";
 import KagentLogo from "./icons/kagent-logo";
 import KMCPIcon from "./icons/kmcpicon";
 import { ThemeToggle } from "./theme-toggle";
@@ -31,7 +31,7 @@ export default function Navbar() {
       <div className="w-full mx-auto px-4 md:px-6">
         <div className="flex justify-between items-center">
           <Link href="/">
-            <kagentLogoWithText className="h-5" />
+            <KagentLogoWithText className="h-5" />
           </Link>
 
           {/* Desktop Navigation */}