Update homepage

Author: codeaholicguy

web/app/page.tsx

@@ -22,12 +22,12 @@ export default function Home() {
             Development
           </h1>
           <p className="text-xl md:text-2xl text-gray-600 mb-8 max-w-3xl mx-auto">
-            A CLI toolkit that brings structure to AI-assisted software development with phase templates, 
+            A CLI toolkit that brings structure to AI-assisted software development with phase templates,
             systematic planning, and comprehensive documentation workflows.
           </p>
           <div className="flex flex-col sm:flex-row gap-4 justify-center items-center">
-            <Link 
-              href="/docs" 
+            <Link
+              href="/docs"
               className="px-8 py-3 bg-black text-white rounded-lg font-medium hover:bg-gray-800 transition-colors no-underline"
             >
               Get Started
@@ -42,28 +42,35 @@ export default function Home() {
           <h2 className="text-3xl md:text-4xl font-bold text-center mb-12">
             Why AI DevKit?
           </h2>
-          <div className="grid md:grid-cols-3 gap-8">
+          <div className="grid md:grid-cols-2 gap-8">
             <div className="bg-white p-8 rounded-lg border border-gray-200">
               <h3 className="text-xl font-bold mb-3">Documentation-First</h3>
               <p className="text-gray-600 leading-relaxed">
-                Start with clear requirements, design decisions, and implementation plans. 
+                Start with clear requirements, design decisions, and implementation plans.
                 Keep your project knowledge organized and accessible.
               </p>
             </div>
             <div className="bg-white p-8 rounded-lg border border-gray-200">
               <h3 className="text-xl font-bold mb-3">Phase-Based Workflow</h3>
               <p className="text-gray-600 leading-relaxed">
-                Move systematically through requirements, design, planning, implementation, 
+                Move systematically through requirements, design, planning, implementation,
                 and testing. No step gets skipped.
               </p>
             </div>
             <div className="bg-white p-8 rounded-lg border border-gray-200">
               <h3 className="text-xl font-bold mb-3">AI-Friendly Context</h3>
               <p className="text-gray-600 leading-relaxed">
-                Organize project knowledge so AI assistants provide better guidance. 
+                Organize project knowledge so AI assistants provide better guidance.
                 Amplify human capabilities with structured context.
               </p>
             </div>
+            <div className="bg-white p-8 rounded-lg border border-gray-200">
+              <h3 className="text-xl font-bold mb-3">Memory</h3>
+              <p className="text-gray-600 leading-relaxed">
+                Store actionable insights, coding patterns, and project guidelines.
+                Once stored, this knowledge is available to your AI agents (via MCP) and to you directly via the CLI, ensuring consistency across your development workflow.
+              </p>
+            </div>
           </div>
         </div>
       </section>
@@ -120,7 +127,7 @@ export default function Home() {
                 <code>npx ai-devkit init</code>
               </pre>
               <p className="text-gray-600 mt-6">
-                This creates a <code>docs/ai/</code> directory with phase templates for 
+                This creates a <code>docs/ai/</code> directory with phase templates for
                 requirements, design, planning, implementation, testing, deployment, and monitoring.
               </p>
               <p className="text-gray-600 mt-6">
@@ -129,8 +136,8 @@ export default function Home() {
               <iframe src="https://www.youtube.com/embed/8cNFkHEVE3o?autoplay=1&mute=1&loop=1&controls=0" className="w-full h-[440px]" />
             </div>
             <div className="text-center mt-8">
-              <Link 
-                href="/docs" 
+              <Link
+                href="/docs"
                 className="text-lg font-medium hover:opacity-70 transition-opacity"
               >
                 Read the full documentation →
@@ -148,8 +155,8 @@ export default function Home() {
           <p className="text-xl text-gray-300 mb-8 max-w-2xl mx-auto">
             Join developers who are building better software with AI assistance and structured workflows.
           </p>
-          <Link 
-            href="/docs" 
+          <Link
+            href="/docs"
             className="inline-block px-8 py-3 bg-white text-black rounded-lg font-medium hover:bg-gray-100 transition-colors no-underline"
           >
             Get Started Now

web/content/docs/6-memory.md

@@ -16,9 +16,7 @@ You can interact with Memory in two ways:
 1.  **Through your AI Assistant (Recommended):** Connect via MCP so your AI can automatically search for relevant context and save new rules as you work. When you chat with your AI assistant, it will automatically fallback to the CLI to search for relevant context and save new rules if MCP is not available.
 2.  **Through the CLI:** Manually store or retrieve knowledge directly from your terminal—perfect for quick lookups or scripting.
 
----
-
-## 1. Using with AI Agents (MCP)
+## Using with AI Agents (MCP)
 
 This is the most powerful way to use Memory. Your AI (Cursor, Claude, etc.) gains "tools" to save and retrieve information naturally.
 
@@ -49,9 +47,7 @@ Once connected, you can talk to your AI naturally:
 
 The AI will intelligently rank results based on your current task and available tags.
 
----
-
-## 2. Using the CLI
+## Using the CLI
 
 You don't need an AI agent to use Memory. The `ai-devkit` CLI has built-in commands to manage your knowledge base.
 
@@ -85,13 +81,6 @@ ai-devkit memory search --query "docker m1"
 ]
 ```
 
-### CLI Reference
-
-| Command | Description | Key Flags |
-| :--- | :--- | :--- |
-| `memory store` | Save a new item | `--title`, `--content`, `--tags`, `--scope` |
-| `memory search` | Find items | `--query`, `--tags`, `--limit` |
-
 ## Organizing Your Knowledge
 
 To keep your memory effective, use **Tags** and **Scopes**.