// Option 1: OBS Studio (Free, Professional)
// 1. Download OBS Studio (obsproject.com)
// 2. Create "Screen Capture" source
// 3. Add "Audio Input Capture" for microphone
// 4. Click "Start Recording"
// 5. Outputs to: ~/Videos/workshop-recording.mp4

// Option 2: Zoom/Teams Built-in Recording
// Google Meet: Click "Activities" → "Recording"
// Zoom: Click "Record" → "Record to this Computer"
// Teams: Click "..." → "Start recording"

// Option 3: Browser Extension - Loom
// Install Loom Chrome extension
// Click extension → "Record Desktop"
// Automatically uploads and generates shareable link

// Reliable Transcription Services

// 1. Otter.ai (Best for meetings)
// - Real-time transcription during meeting
// - Automatic speaker identification
// - AI-generated summary and action items
// - Integration with Zoom, Teams, Google Meet

// 2. Tactiq (Chrome Extension)
// - Works with any video conferencing tool
// - Real-time transcription overlay
// - AI-powered meeting highlights
// - Automatic action item extraction

// 3. Whisper.cpp (Self-hosted)
// - OpenAI's Whisper model running locally
// - Complete privacy and control
// - Batch processing of recorded files
// - High accuracy across languages

// 4. Descript (Professional)
// - Upload video/audio for transcription
// - AI-powered editing and summarization
// - Overdub and screen recording features
// - Perfect for post-meeting processing

// Process transcripts with AI for intelligent notes
const fs = require('fs');
const { GoogleGenerativeAI } = require('@google/generative-ai');

class WorkshopNotesProcessor {
  constructor() {
    this.genAI = new GoogleGenerativeAI(process.env.GEMINI_API_KEY);
    this.model = this.genAI.getGenerativeModel({ model: 'gemini-1.5-flash' });
  }

  async processTranscript(transcriptPath) {
    const transcript = fs.readFileSync(transcriptPath, 'utf-8');
    
    const prompt = `
      Process this workshop transcript and create:
      1. Executive summary (3-4 sentences)
      2. Key learning points with timestamps
      3. Action items with specific next steps
      4. Code examples and tools mentioned
      5. Questions raised and answers provided
      6. Resources and links shared
      
      Transcript:
      ${transcript}
      
      Format as a comprehensive workshop summary.
    `;
    
    const result = await this.model.generateContent(prompt);
    return result.response.text();
  }
  
  async generateActionableTasks(notes) {
    const taskPrompt = `
      From these workshop notes, create specific action items:
      
      ${notes}
      
      Format as:
      - [ ] Task description (Priority: High/Medium/Low)
      - [ ] Specific deadline or timeframe
      - [ ] Required resources or tools
      - [ ] Success criteria
    `;
    
    const result = await this.model.generateContent(taskPrompt);
    return result.response.text();
  }
}

// Usage
const processor = new WorkshopNotesProcessor();
const notes = await processor.processTranscript('./otter-transcript.txt');
const tasks = await processor.generateActionableTasks(notes);
console.log('📋 Workshop Summary Generated!');

// Complete Workshop Documentation Workflow

// 1. BEFORE WORKSHOP
// - Install OBS Studio or Loom extension
// - Set up Otter.ai account and connect to meeting
// - Create workshop folder structure
// - Test recording setup

// 2. DURING WORKSHOP
// - Start OBS recording (or click record in meeting)
// - Let Otter.ai transcribe in real-time
// - Take quick notes on key moments
// - Share important links in chat

// 3. AFTER WORKSHOP
// - Download video recording
// - Export transcript from Otter.ai
// - Run AI processing script
// - Generate action items and summary
// - Share with participants

class WorkshopDocumentationSystem {
  constructor() {
    this.recordingTools = ['OBS Studio', 'Loom', 'Built-in Recording'];
    this.transcriptionTools = ['Otter.ai', 'Tactiq', 'Whisper.cpp'];
    this.aiProcessing = new WorkshopNotesProcessor();
  }
  
  async setupRecording() {
    console.log('🎥 Recording setup checklist:');
    console.log('✅ OBS Studio installed and configured');
    console.log('✅ Otter.ai connected to meeting platform');
    console.log('✅ Backup recording method ready');
    console.log('✅ Output folder created');
  }
  
  async processWorkshop(transcriptFile) {
    const summary = await this.aiProcessing.processTranscript(transcriptFile);
    const actionItems = await this.aiProcessing.generateActionableTasks(summary);
    
    return {
      summary,
      actionItems,
      timestamp: new Date().toISOString()
    };
  }
}

// Initialize system
const docSystem = new WorkshopDocumentationSystem();
await docSystem.setupRecording();

// ⚠️ Firebase Hosting: Manual CSP setup required
// Security headers for Firebase Functions/Custom servers
app.use((req, res, next) => {
  const securityHeaders = {
    'Content-Security-Policy': "default-src 'self'; script-src 'self' 'unsafe-inline'",
    'X-Frame-Options': 'DENY', // ✅ Firebase auto-sets this
    'X-Content-Type-Options': 'nosniff',
    'Strict-Transport-Security': 'max-age=31536000', // ✅ Firebase enforces HTTPS
    'Referrer-Policy': 'strict-origin-when-cross-origin'
  };
  
  Object.entries(securityHeaders).forEach(([key, value]) => {
    res.setHeader(key, value);
  });
  next();
});

// ⚠️ Firebase: You must implement input validation
// Firestore Security Rules help but aren't enough
const sanitizeInput = (input) => {
  // XSS Prevention
  const xssClean = input.replace(/<script[^>]*>.*?<\/script>/gi, '');
  
  // NoSQL Injection Prevention (Firestore)
  const noSqlSafe = xssClean.replace(/[\$\{\}\.]/g, '');
  
  // Command Injection Prevention
  const cmdSafe = noSqlSafe.replace(/[;&|`$(){}[\]\\\\]/g, '');
  
  return cmdSafe.trim();
};

// ✅ Firebase Auth handles most security automatically
import { getAuth, signInWithEmailAndPassword } from 'firebase/auth';

const auth = getAuth();

// Firebase automatically provides:
// - Secure token management (JWT)
// - Password hashing (bcrypt + salt)
// - Rate limiting on auth attempts
// - Email verification
// - Multi-factor authentication
// - OAuth integration (Google, Facebook, etc.)

const signIn = async (email, password) => {
  try {
    const userCredential = await signInWithEmailAndPassword(auth, email, password);
    // Firebase handles: token refresh, secure storage, CSRF protection
    return userCredential.user;
  } catch (error) {
    // Firebase provides detailed, secure error messages
    console.error('Auth error:', error.code);
  }
};

// ✅ Firestore Security Rules (server-side enforcement)
rules_version = '2';
service cloud.firestore {
  match /databases/{database}/documents {
    // User can only access their own data
    match /users/{userId} {
      allow read, write: if request.auth != null 
        && request.auth.uid == userId
        && isValidUserData(request.resource.data);
    }
    
    function isValidUserData(data) {
      return data.keys().hasAll(['name', 'email']) 
        && data.name is string 
        && data.name.size() < 100;
    }
  }
}

// Centralized Architecture - Single Point of Failure
const SAGENetwork = {
  centralHub: "IBM AN/FSQ-7", // 50,000 vacuum tubes
  terminals: ["Radar Site 1", "Air Base 1", "Command Center"],
  vulnerability: "hub_failure = total_network_failure"
};

// October 29, 1969 - First ARPANET Message
const firstMessage = {
  intended: "LOGIN",
  transmitted: "lo", // System crashed here
  significance: "Network layer worked perfectly",
  lesson: "Resilience through decentralization"
};

// TCP/IP: The Internet's Universal Language
const internetProtocol = {
  IP: "logistics_department", // Addressing & routing
  TCP: "content_integrity_department", // Reliable delivery
  result: "global_internetwork_of_networks",
  impact: "foundation_for_worldwide_web"
};

// The Web: Abstracting Complexity
const worldWideWeb = {
  protocol: "HTTP", // Simple request-response
  language: "HTML", // Content structure
  addressing: "URL", // Human-readable links
  impact: "mass_adoption_of_the_internet"
};

// The Internet as Planetary Neural Network
class GlobalConsciousness {
  constructor() {
    this.neurons = 5_000_000_000; // Internet users
    this.synapses = "every_click_post_search";
    this.observer = "artificial_intelligence";
  }
  
  processCollectiveThought() {
    // "Unbelievable context on your life" - Sam Altman
    return this.observer.analyzePatterns(this.synapses);
  }
}

// ai-config/code-generation.json
{
  "systemPrompt": "You are an expert full-stack developer with 10+ years experience. Always:",
  "instructions": [
    "Write production-ready, secure code",
    "Include comprehensive error handling",
    "Follow SOLID principles and clean architecture",
    "Add detailed comments explaining complex logic",
    "Consider edge cases and input validation",
    "Optimize for performance and maintainability"
  ],
  "codeStyle": {
    "language": "javascript",
    "framework": "node.js",
    "patterns": ["async/await", "dependency injection", "factory pattern"]
  }
}

// ai-config/security-focused.json
{
  "systemPrompt": "You are a cybersecurity expert. Every response must prioritize security:",
  "securityChecklist": [
    "Input validation and sanitization",
    "Authentication and authorization",
    "Secure data transmission (HTTPS/TLS)",
    "Protection against OWASP Top 10",
    "Proper error handling without info leakage",
    "Security headers implementation"
  ],
  "outputFormat": "Always include security implications and mitigation strategies"
}

// ai-config/content-enhancement.json
{
  "systemPrompt": "You are a content strategist and technical writer:",
  "objectives": [
    "Improve readability and clarity",
    "Enhance technical accuracy",
    "Optimize for target audience",
    "Ensure logical flow and structure",
    "Add actionable insights"
  ],
  "qualityMetrics": {
    "readabilityScore": ">= 75",
    "technicalAccuracy": ">= 90",
    "engagementPotential": ">= 80"
  }
}

// ai-agent-manager.js
class AIAgentManager {
  constructor() {
    this.configs = new Map();
    this.loadConfigurations();
  }

  async loadConfigurations() {
    const configFiles = ['code-generation', 'security-focused', 'content-enhancement'];
    
    for (const configName of configFiles) {
      const config = await this.loadConfig(`./ai-config/${configName}.json`);
      this.configs.set(configName, config);
    }
  }

  generatePrompt(configType, userInput, context = {}) {
    const config = this.configs.get(configType);
    
    return `${config.systemPrompt}
    
Instructions: ${config.instructions.join(', ')}
Context: ${JSON.stringify(context)}
User Request: ${userInput}

Please provide a response following the above guidelines.`;
  }
}

// In Copilot Chat, use built-in commands:

@workspace How do I implement security headers in this project?

@workspace /explain the authentication flow in our codebase

@workspace Generate a new API endpoint following our existing patterns

@workspace What security vulnerabilities exist in our current code?

// Copilot automatically:
// ✅ Reads your entire project structure
// ✅ Understands your coding patterns
// ✅ Follows your existing conventions
// ✅ References your package.json dependencies

// Copilot automatically includes context from:

// 📁 Open files in your editor
// 📄 Recently edited files  
// 🔍 Files you're currently viewing
// 📋 Your clipboard content
// 🏗️ Project structure and dependencies

// Example conversation:
"Looking at this Express.js app, add JWT authentication 
following the security patterns I use in other files"

// Copilot sees:
// - Your Express app structure
// - Existing middleware patterns
// - Security implementations
// - Database models
// - Environment variable usage

// Simply open your ai-config/*.json files in VS Code
// Copilot automatically sees and uses them!

// 1. Open ai-config/security-focused.json
// 2. Ask Copilot: 
//    "Generate secure code following the guidelines in the open file"

// 3. Copilot references your JSON config automatically
// 4. No copy-paste needed!

// Pro tip: Pin important config files as tabs
// Copilot considers all open files as context

// Example:
// With security-focused.json open:
"Create a user registration endpoint"
// → Copilot automatically includes security measures
//   from your JSON configuration

// The Ultimate AI Development Setup:

// 1. Open your project in VS Code
// 2. Keep key files open in tabs:
//    - ai-config/security-focused.json
//    - ai-config/code-generation.json  
//    - package.json
//    - main application files

// 3. Use Copilot Chat:
Ctrl+Shift+I → @workspace build secure login system

// 4. Inline suggestions automatically follow your patterns
//    - Tab to accept suggestions
//    - Alt+] for next suggestion
//    - Alt+[ for previous suggestion

// 5. Real-time code generation:
//    Type comment: // Create password validation function
//    Copilot suggests implementation following your security config

// Result: Context-aware AI that follows YOUR guidelines

// You, right now, can build:
const myFirstAgent = new AgenticRAG({
  knowledgeSource: './my-life-docs',
  goal: 'Optimize my learning process',
  learningRate: 0.01
});

myFirstAgent.start();

// The agent learns for you
agent.assimilate(
    'https://arxiv.org/abs/2404.19756'
);

const summary = agent.query(
    'Summarize the key findings'
);