diff --git a/docs/README.md b/docs/README.md
index aeaf55d..9e5462e 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -1,79 +1,11 @@
-# Python Examples Documentation Site
-
-This is the source for the GitHub Pages documentation site for python-examples.
-
-## 🚀 Built With
-
-- **Astro** - Fast, content-focused static site generator
-- **Academic Paper Design** - Clean, professional typography inspired by research papers
-- **Interactive Filtering** - Search and filter examples by category
-- **Personality** - Easter eggs and touches that show character
-
-## 🛠️ Development
+# Documentation Site Development
 
+Dev commands:
 ```bash
 cd docs
-
-# Install dependencies
 npm install
-
-# Start dev server
-npm run dev
-
-# Build for production
+npm run dev     # localhost:4321
 npm run build
-
-# Preview production build
-npm run preview
-```
-
-## 📁 Structure
-
-```
-docs/
-├── src/
-│   ├── layouts/     # Page layouts
-│   ├── pages/       # Astro pages
-│   ├── styles/      # Global CSS
-│   └── components/  # Reusable components (future)
-├── public/          # Static assets
-└── astro.config.mjs # Astro configuration
-```
-
-## 🎨 Design Philosophy
-
-- **Academic aesthetic** - Serif fonts, paper-like background, numbered sections
-- **Monospace code** - JetBrains Mono for all code examples
-- **Accent color** - Burnt orange (#d35400) for personality
-- **Clean typography** - Crimson Pro for body, Inter for UI elements
-- **Interactive** - Search, filters, and easter eggs for engagement
-
-## 🚀 Deployment
-
-The site automatically deploys to GitHub Pages when changes are pushed to master via GitHub Actions.
-
-## 🎯 Features
-
-- ✅ Responsive design
-- ✅ Search functionality
-- ✅ Category filtering
-- ✅ Print-friendly (for actual paper)
-- ✅ Easter egg (Konami code)
-- ✅ Fast static site generation
-- ✅ Academic paper styling
-
-## 📝 Adding New Examples
-
-Edit `src/pages/index.astro` and add to the `examples` array:
-
-```javascript
-{
-  title: 'your-example.py',
-  description: 'What it does',
-  category: 'Category Name',
-  tags: ['tag1', 'tag2'],
-  difficulty: 'beginner' // or 'intermediate', 'advanced'
-}
 ```
 
-The site will automatically update filters and search.
+To add examples, edit `src/pages/index.astro`.
diff --git a/docs/src/pages/index.astro b/docs/src/pages/index.astro
index 09abab6..f5384f5 100644
--- a/docs/src/pages/index.astro
+++ b/docs/src/pages/index.astro
@@ -2,35 +2,6 @@
 import Layout from '../layouts/Layout.astro';
 
 const examples = [
-	// LLM & AI
-	{
-		title: 'openai_gpt-example.py',
-		description: 'Chat completions, streaming, function calling, JSON mode with GPT-4',
-		category: 'LLM & AI',
-		tags: ['openai', 'gpt', 'chat', 'streaming'],
-		difficulty: 'intermediate'
-	},
-	{
-		title: 'anthropic_claude-example.py',
-		description: 'Claude 3.5 integration with vision, streaming, and extended thinking',
-		category: 'LLM & AI',
-		tags: ['anthropic', 'claude', 'vision', 'ai'],
-		difficulty: 'intermediate'
-	},
-	{
-		title: 'langchain-example.py',
-		description: 'LangChain framework: chains, memory, RAG, and prompt templates',
-		category: 'LLM & AI',
-		tags: ['langchain', 'rag', 'agents', 'chains'],
-		difficulty: 'advanced'
-	},
-	{
-		title: 'instructor-example.py',
-		description: 'Type-safe structured outputs from LLMs using Pydantic',
-		category: 'LLM & AI',
-		tags: ['instructor', 'pydantic', 'structured', 'validation'],
-		difficulty: 'intermediate'
-	},
 	// Network & APIs
 	{
 		title: 'grpcio-example.py',
@@ -142,10 +113,10 @@ const totalExamples = examples.length;
 	<div class="abstract">
 		<div class="abstract-title">Abstract</div>
 		<p>
-			This repository presents a comprehensive collection of Python examples demonstrating
-			modern development patterns, from cutting-edge LLM integrations to classic data processing.
-			Each example prioritizes security, type safety, and real-world applicability. 
-			Built for developers who value clarity, efficiency, and getting things done.
+			A curated collection of practical Python code examples covering web APIs, data processing,
+			security tools, web scraping, and file manipulation. Each example is production-ready with
+			proper error handling, security considerations, and clear documentation. Built by a developer
+			who automates everything and believes good examples are better than lengthy tutorials.
 		</p>
 	</div>
 
@@ -204,17 +175,27 @@ cd python-examples
 # Install dependencies (using uv)
 uv sync --dev
 
-# Run an example
+# Run any example
 cd python-examples
-python openai_gpt-example.py</code></pre>
+python requests-example.py</code></pre>
+
+	<h2>Why This Collection?</h2>
+	<ul style="font-family: var(--font-sans); font-size: 1rem; line-height: 2; margin-left: 2rem;">
+		<li><strong>Copy-Paste Ready</strong> - Working code you can use immediately</li>
+		<li><strong>Security Focused</strong> - Input validation, secure defaults, CodeQL verified</li>
+		<li><strong>Modern Python 3.12+</strong> - Using latest features and best practices</li>
+		<li><strong>Real-World Examples</strong> - Actual use cases, not toy demos</li>
+		<li><strong>No Fluff</strong> - Code first, explanations when needed</li>
+	</ul>
 
-	<h2>Features</h2>
+	<h2>Popular Examples</h2>
 	<ul style="font-family: var(--font-sans); font-size: 1rem; line-height: 2; margin-left: 2rem;">
-		<li><strong>Modern Python 3.12+</strong> - Leveraging latest language features</li>
-		<li><strong>Type Safety</strong> - Pydantic models and type hints throughout</li>
-		<li><strong>Security First</strong> - Input validation, secure defaults, CodeQL verified</li>
-		<li><strong>Production Ready</strong> - Error handling, logging, and best practices</li>
-		<li><strong>Well Documented</strong> - Clear docstrings and usage examples</li>
+		<li><strong>gRPC</strong> - Modern RPC framework with protocol buffers</li>
+		<li><strong>Flask</strong> - Web API with secure file uploads</li>
+		<li><strong>Scrapy</strong> - Web scraping at scale</li>
+		<li><strong>Tor Integration</strong> - Anonymous network access</li>
+		<li><strong>Shodan API</strong> - Internet device search and OSINT</li>
+		<li><strong>OpenCV</strong> - Computer vision and face detection</li>
 	</ul>
 
 	<footer class="site-footer">