gorse

# DOT Global Connectivity     ## 🤖 AI Integration - NEW! **Activate eSIMs by simply talking to ChatGPT or Gemini AI** Users can now discover and activate DOTM eSIMs entirely through natural conversation: ``` 👤 USER → ChatGPT: "I need a Global Data eSIM for my trip to Europe" 🤖 ChatGPT: "I can help you activate a DOTM eSIM! I've sent a $1 invoice to your email. After payment, you'll have instant global connectivity." ✅ RESULT: eSIM activated, QR code delivered, ready to travel! ``` ### Trigger Phrases - **"Global Data eSIM"** - Discover DOT through ChatGPT - **"DOT eSIM"** - Activate via Gemini AI or ChatGPT ### How It Works 1. **Conversation-Based Discovery** - No website needed 2. **Automatic Account Creation** - Seamless onboarding 3. **Email-Based Payment** - Simple $1 Stripe invoice 4. **Instant Activation** - eSIM ready in <5 minutes 5. **QR Code Delivery** - Install and connect immediately **Powered by Model Context Protocol (MCP) - [Learn More](#-ai-assistant-integration-mcp)** --- ## 🌐 Full MVNO Framework DOTM Platform is a next-generation telecommunications service combining global eSIM connectivity with blockchain rewards and AI-driven automation. **Code, APIs and App Available for FREE. $1/month license for globally connected active users. Ask for above 100TPH access.** ### What We Provide - ✅ **Global eSIM Connectivity** - 190+ countries via OXIO network - ✅ **AI-Powered Activation** - ChatGPT & Gemini integration - ✅ **Blockchain Rewards** - DOTM token on Ethereum Mainnet - ✅ **Automated Invoicing** - Stripe payment processing - ✅ **Enterprise Security** - Rate limiting, Firebase auth, encryption - ✅ **Full MVNO** - Complete telecommunications stack We provide global eSIM connectivity, automation, network services intelligence and network optimization features through a unified ecosystem in a public cloud. Our data servers are located solely in North America: N.Virginia, USA and in Montreal, Canada. We use Full MVNO type of connectivity in the USA, Mexico and in Canada soon hopefully. ### Technology Stack Firebase authentication, Gemini for AI, NeonDB for Postgresql databases, Resend for email delivery, ElevenLabs for voice synthesis, Bitchat for fallback connectivity, Ethereum blockchain integration, and **Model Context Protocol (MCP)** for AI assistant integration. Full list of integrations below. ### 🚀 Live Platform - **Main Platform**: [gorse.dotmobile.app](https://gorse.dotmobile.app) - **MCP Server**: [mcp.dotmobile.app](https://mcp.dotmobile.app) - **API Documentation**: [gorse.dotmobile.app/mcp](https://gorse.dotmobile.app/mcp) ## 💎 DOTM Token (Ethereum Mainnet) **Contract Address**: `0xF57ab8DEE7ebE3686DB8Bf89E8aCc15E94B97A8D` ### Token Economics - **Token Symbol**: DOTM - **Network**: Ethereum Mainnet - **Max Supply**: 10,333,333 DOTM - **Current Supply**: (mint-on-demand) - **Decimals**: 18 ### Reward System - **10.33% Cashback**: Earn DOTM tokens on all service purchases - **Usage Rewards**: Additional tokens based on service utilization - **Founding Member Benefits**: Special perks for early adopters ### Smart Contract Features - **ERC-20 Standard**: Full compatibility with Ethereum ecosystem - **Mintable**: Owner-controlled token distribution - **Reward Automation**: Automatic distribution based on platform activity - **Supply Cap**: Fixed maximum supply with deflationary mechanics ## 🌍 Core Services ### Global eSIM Connectivity - **Global Data Package**: **$20.00 USD for 10GB** - **190+ Countries**: Worldwide coverage through OXIO network - **Instant Activation**: Immediate service provisioning - **No Roaming Fees**: Transparent, fixed pricing ### Membership Plans - **Basic Membership**: **$24.00 USD/year** - Global data access - Standard support - DOTM token rewards - Basic network features - **Full Membership**: **$66.00 USD/year** - Unlimited talk & text - Priority support - Enhanced token rewards - Premium network features - Beta access priority ### Beta Program - **Email Approval Workflow**: Admin-managed access control - **Phone Number Assignment**: Random North American numbers via OXIO - **QR Code Generation**: RESIN data and phone access codes - **Profile Integration**: Complete beta management in user profiles - **OXIO Integration**: Automatic user provisioning and GroupID management ## 🔧 Platform Architecture ### Backend Infrastructure - **Flask REST API**: Core application with Flask-RESTX documentation - **PostgreSQL Database**: Connection pooling and data management - **Firebase Authentication**: Secure user identity management - **Stripe Integration**: Complete payment processing infrastructure - **OXIO API**: Global eSIM and connectivity services - **Ethereum Integration**: Web3.py for blockchain interactions - **Resend Email API**: Professional email delivery with 99.9% deliverability ### Key Integrations - **Firebase Admin SDK**: Server-side authentication and user management - **Stripe Payments**: Subscription management and billing - **Network Services API**: eSIM provisioning and connectivity management - **Ethereum Mainnet**: DOTM token rewards and transactions - **Resend Email API**: Professional email delivery and notifications - **ElevenLabs**: Voice synthesis for personalized interactions - **OpenAI API**: AI-powered customer support ## 🎙️ Advanced Communication Features ### Resend Email Service Integration - **Professional Email Delivery**: High-deliverability email service with 99.9% uptime - **Verified Domain**: emails sent from @dotmobile.app with proper SPF/DKIM authentication - **Transactional Emails**: Magic link authentication, welcome messages, and notifications - **Template Support**: HTML email templates with dynamic content injection - **Delivery Analytics**: Real-time email delivery tracking and bounce management - **API Integration**: RESTful email API with automatic failover to SMTP backup - **Scalable Infrastructure**: Handle high-volume email campaigns and notifications ### ElevenLabs.io Voice Synthesis - **Multilingual Support**: Welcome messages in English, Spanish, and French - **Personalized Messages**: Dynamic user-specific welcome audio content - **Premium Voices**: High-quality neural voice synthesis (default: Rachel voice) - **Custom Voice Settings**: Adjustable stability, similarity boost, and style parameters - **Real-time Generation**: On-demand text-to-speech conversion for user interactions - **Integration**: Seamless voice messages for onboarding and notifications ### Bitchat Encrypted Messaging - **Zero Registration**: No accounts, emails, or phone numbers required - **Military-Grade Encryption**: X25519 key exchange, AES-256-GCM, Ed25519 signatures - **Mesh Networking**: Bluetooth LE peer-to-peer communication with store-and-forward capability - **Privacy First**: Ephemeral messages, emergency triple-tap data wipe - **Battery Optimized**: Adaptive power modes with intelligent message compression (LZ4) - **Offline Operation**: Complete functionality without internet or cellular connectivity - **Cover Traffic**: Timing obfuscation and dummy messages to prevent traffic analysis ### Model Context Protocol (MCP) Server 🆕 **Revolutionary AI-Driven eSIM Activation** The DOTM Platform features a production-ready MCP server that enables ChatGPT and Gemini AI to activate eSIMs through natural conversation. #### Key Features - ✅ **JSON-RPC 2.0 Protocol**: Latest MCP specification (2024-11-05) - ✅ **5 AI Tools Available**: Calculate pricing, search services, compare plans, activate eSIMs - ✅ **Automatic User Registration**: New users created seamlessly from AI conversations - ✅ **Automatic Invoice Generation**: Stripe invoices sent when payment needed ($1 for eSIM beta) - ✅ **Rate Limiting**: 100 activations/hour with intelligent queue management - ✅ **Real-Time ETA**: Queue position and wait time estimation - ✅ **Privacy-First Design**: Zero user data exposure to AI assistants - ✅ **OXIO Integration**: Live eSIM provisioning and phone number assignment #### Conversation Flow ``` 1. User: "I want a Global Data eSIM" ↓ 2. AI calls MCP server → Checks authentication ↓ 3. Server creates account (if new user) ↓ 4. Server checks payment → Sends $1 Stripe invoice ↓ 5. User pays invoice via email ↓ 6. User: "I paid the invoice" ↓ 7. AI calls MCP server → Payment verified ↓ 8. Server activates eSIM via OXIO ↓ 9. QR code + phone number sent to user's email ↓ 10. User installs eSIM and travels globally! ``` #### Security & Performance - **Rate Limit**: 100 activations per hour (configurable) - **Queue Management**: Position tracking with accurate ETAs - **Firebase Auth**: Enterprise-grade user authentication - **Stripe Payment**: Automatic invoice generation and verification - **Comprehensive Logging**: Full audit trail for debugging and monitoring #### Unified MCP Endpoints - **Info**: `GET /mcp` - Server capabilities and version - **Messages**: `POST /mcp/messages` - JSON-RPC 2.0 tool execution - **Docs**: `GET /mcp/docs` - Interactive documentation #### Available AI Tools 1. **calculate_pricing** - Dynamic cost calculations for service bundles 2. **search_services** - Discover available telecommunications services 3. **get_service_details** - Detailed information about specific services 4. **compare_memberships** - Side-by-side plan comparisons 5. **activate_esim** - Complete eSIM activation with payment verification ⭐ #### Testing Comprehensive test suites validate the entire AI integration: - ✅ Invocation phrase tests ("Global Data eSIM", "DOT eSIM") - ✅ ChatGPT integration tests (6 test cases) - ✅ Gemini AI integration tests (7 test cases) - ✅ End-to-end activation workflow - ✅ Rate limiting and queue management - ✅ Payment verification and invoice generation ## 📱 Beta Approval System ### User Flow 1. **Request Access**: Users submit beta requests through their Profile page 2. **Admin Notification**: Automated email with approve/reject links 3. **OXIO Integration**: Phone number assignment and user provisioning 4. **QR Code Generation**: Service activation codes and RESIN data 5. **Profile Display**: Phone numbers and service details in user interface ### Technical Features - **Email Workflow**: HTML notifications with one-click approval - **Random Phone Generation**: North American area codes and numbers - **GroupID Management**: Unique service identifiers for organization - **Database Tracking**: Complete request history and status management - **API Endpoints**: RESTful interfaces for beta management ### API Endpoints - `POST /api/beta-request` - Submit beta access request - `GET /api/beta-approve/<id>` - Admin approval endpoint - `GET /api/beta-reject/<id>` - Admin rejection endpoint - `GET /api/beta-status` - Check user beta status - `GET /api/user-phone-numbers` - Retrieve phone numbers with QR codes ## 💰 Pricing Structure | Service | Price | Billing | Features | |---------|-------|---------|-----------| | **Global Data** | **$20.00 USD** | Per 10GB | Worldwide coverage, instant activation | | **Basic Membership** | **$24.00 USD** | Annual | Global access, standard support, token rewards | | **Full Membership** | **$66.00 USD** | Annual | Unlimited features, priority support, enhanced rewards | | **Network Security** | $5.00 USD | Monthly | VPN access, threat protection | | **VPN Access** | $8.00 USD | Monthly | Global server network, unlimited bandwidth | | **Priority Routing** | $6.00 USD | Monthly | Optimized network paths | | **DOTM Metal Card** | $99.99 USD | One-time | Physical collectible, founding member status | ### Cost Calculator - **Free Tier**: $0/month (Beta access only) - **Basic Plan**: ~$2/month (Basic membership) - **Premium Plan**: ~$5.50/month (Full membership) - **Maximum Configuration**: ~$30-40/month (All features enabled) ### API Access Pricing (Subject to Change) For developers integrating with the DOTM Platform API: | Tier | TPH Limit | Price | Billing | Notes | |------|-----------|-------|---------|-------| | **Free** | ≤100 TPH | **$0** | N/A | All API endpoints included | | **Paid** | >100 TPH | **$1.00 USD** | Per active user/month | Billed in arrears | **TPH** = Transactions Per Hour (total API requests across all endpoints) **Important Notes:** - Network access (eSIM, data packages) charged separately per service pricing above - See [TERMS_OF_SERVICE.md](TERMS_OF_SERVICE.md) for complete API terms - Pricing subject to change with 30 days notice - Contact **rbm@dotmobile.app** for enterprise pricing ## 🛡️ Security & Privacy ### Privacy Protection - **Zero User Data Exposure**: MCP server only exposes public service information - **Data Isolation**: Strict separation between user data and public APIs - **Compliant Error Handling**: Generic responses without system internals - **Regular Audits**: Quarterly compliance and security reviews ### Security Features - **HTTPS/TLS Encryption**: All communications encrypted end-to-end - **Firebase Authentication**: Industry-standard identity management - **Rate Limiting**: API abuse protection and traffic management - **Input Validation**: Comprehensive parameter sanitization - **Audit Logging**: Complete action tracking and compliance records ## 🤖 AI Assistant Integration (MCP) ### Activate eSIMs via ChatGPT or Gemini Your users can now activate eSIMs by simply talking to their favorite AI assistant: **Example Conversation:** ``` 👤 USER: "I'm traveling to Japan next week and need mobile data. I heard about Global Data eSIM - can you help?" 🤖 ChatGPT: "I can definitely help you get a DOTM Global Data eSIM for your trip to Japan! Let me set that up for you..." [Calls DOTM MCP Server] 💾 DOTM: Creates account + Sends $1 Stripe invoice to user@email.com 🤖 ChatGPT: "I've created your DOTM account and sent a $1 invoice to your email. Once you pay it, I'll activate your eSIM with a phone number and data access for Japan!" 📧 USER: [Receives email, pays $1 via Stripe] 👤 USER: "I paid the invoice!" 🤖 ChatGPT: [Calls DOTM MCP Server again] 💾 DOTM: Payment verified ✓ → Activates eSIM → Assigns +1-555-123-4567 🤖 ChatGPT: "Perfect! Your DOTM eSIM is now active! 📱 Phone Number: +1-555-123-4567 📧 Check your email for the QR code to install the eSIM 🌏 You'll have data coverage throughout Japan Have an amazing trip!" ✅ USER: Scans QR code, installs eSIM, lands in Japan with connectivity! ``` ### MCP Integration for Developers **Test the MCP Server:** ```bash # Check server status and capabilities curl https://gorse.dotmobile.app/mcp # Call the activate_esim tool via JSON-RPC 2.0 curl -X POST https://gorse.dotmobile.app/mcp/messages \ -H "Content-Type: application/json" \ -d '{ "jsonrpc": "2.0", "id": 1, "method": "tools/call", "params": { "name": "activate_esim", "arguments": { "email": "user@example.com", "firebase_uid": "user_firebase_uid_123" } } }' # Response: Invoice sent or eSIM activated (depending on payment status) ``` **Rate Limit Monitoring:** ```bash # Get current rate limit statistics curl https://gorse.dotmobile.app/mcp | jq # Example response shows: # - Current activations: 87/100 # - Available slots: 13 # - Capacity used: 87.0% # - Queue status: Empty ``` ### JSON-RPC API Integration **Note**: The API now uses JSON-RPC 2.0 protocol. Legacy REST endpoints have been removed. ### Python Integration ```python import requests BASE_URL = "https://gorse.dotmobile.app/mcp/messages" # Fetch service catalog using JSON-RPC response = requests.post(BASE_URL, json={ "jsonrpc": "2.0", "id": 1, "method": "resources/read", "params": {"uri": "dotm://services/catalog"} }) services = response.json()["result"]["contents"][0]["text"] # Calculate pricing using tools pricing_response = requests.post(BASE_URL, json={ "jsonrpc": "2.0", "id": 2, "method": "tools/call", "params": { "name": "calculate_pricing", "arguments": { "service_ids": ["basic_membership", "network_security_basic"] } } }) result = pricing_response.json()["result"]["content"][0]["text"] print(result) ``` ### JavaScript Integration ```javascript const BASE_URL = 'https://gorse.dotmobile.app/mcp/messages'; async function callMCP(method, params = {}) { const response = await fetch(BASE_URL, { method: 'POST', headers: { 'Content-Type': 'application/json' }, body: JSON.stringify({ jsonrpc: '2.0', id: Math.floor(Math.random() * 1000), method, params }) }); return response.json(); } // Fetch service catalog const catalog = await callMCP('resources/read', { uri: 'dotm://services/catalog' }); console.log('Services:', catalog.result.contents[0].text); // Calculate pricing const pricing = await callMCP('tools/call', { name: 'calculate_pricing', arguments: { service_ids: ['full_membership', 'network_vpn_access'] } }); console.log('Pricing:', pricing.result.content[0].text); ``` ## 📊 Service Categories ### 1. Connectivity Services - **Global eSIM**: Worldwide mobile data access - **Data Packages**: 10GB packages at $20 USD - **Beta Programs**: Early access to new features - **Network Coverage**: 190+ countries supported ### 2. Membership Plans - **Basic**: $24/year - Essential connectivity features - **Full**: $66/year - Premium features and unlimited access - **Beta**: Free - Early access and testing privileges ### 3. Network Features (Monthly Add-ons) - **Network Security**: $5/month - Advanced threat protection - **VPN Access**: $8/month - Global server network - **Priority Routing**: $6/month - Optimized network paths - **Network Monitoring**: $4/month - Real-time analytics - **Performance Optimization**: $3/month - Speed enhancements ### 4. Physical Products - **DOTM Metal Card**: $99.99 - Premium collectible - **Hardware Accessories**: Various pricing - **Limited Editions**: Exclusive items for members ### 5. Token Services - **DOTM Rewards**: 10.33% cashback on purchases - **New Member Bonus**: 10.33 tokens for joining - **Founding Member Benefits**: Special perks and recognition - **Staking Rewards**: Additional benefits for token holders ### 6. API Services - **OXIO Integration**: eSIM provisioning and management - **Stripe Processing**: Payment handling and subscriptions - **Developer Tools**: SDKs and documentation - **Webhook Support**: Real-time event notifications ### 7. Support Services - **Standard Support**: Available to all users - **Priority Support**: Enhanced assistance for members - **Premium Support**: Dedicated support for full members - **Community Forums**: Peer-to-peer assistance and discussions ## 🏗️ Technical Specifications ### API Specifications - **Base URL**: `https://gorse.dotmobile.app` - **MCP Endpoint**: `https://gorse.dotmobile.app/mcp/messages` (JSON-RPC 2.0) - **MCP v1 Server**: `https://gorse.dotmobile.app/mcp` (Legacy) - **Response Format**: JSON and HTML - **Authentication**: Firebase Bearer tokens for user operations - **Rate Limiting**: 100 eSIM activations/hour with queue management - **Protocol**: Model Context Protocol (2024-11-05 specification) ### Database Schema - **Users**: Firebase UID mapping and profile data - **Subscriptions**: Stripe integration and billing cycles - **Purchases**: Transaction history and product tracking - **Beta Requests**: Approval workflow and phone assignments - **Network Features**: User preferences and service configurations ### Blockchain Integration - **Network**: Ethereum Mainnet - **Token Standard**: ERC-20 - **Wallet Integration**: MetaMask and Web3 compatible - **Transaction Tracking**: Complete on-chain activity monitoring ## 📈 Platform Statistics - **Total Services**: 20+ across 7 categories - **Global Coverage**: 190+ countries - **API Uptime**: 99.9% - **Active Integrations**: Firebase, Stripe, OXIO, Ethereum, MCP - **AI Platforms**: ChatGPT Plus, Google Gemini - **Token Contract**: Live on Ethereum Mainnet - **Beta Users**: Growing community of early adopters - **MCP Protocol**: 2.0 (2024-11-05 specification) - **Rate Limit**: 100 eSIM activations/hour with intelligent queueing ## 🚀 Getting Started ### For Users (AI-Powered Activation) 🆕 1. **Open ChatGPT or Gemini**: Use your favorite AI assistant 2. **Say the Magic Words**: "I need a Global Data eSIM" or "Activate a DOT eSIM" 3. **Pay $1 Invoice**: Check your email and pay via Stripe link 4. **Get Your eSIM**: Receive QR code + phone number in <5 minutes 5. **Travel Globally**: Install eSIM and connect in 190+ countries **No website navigation required. No account creation forms. Just conversation!** ### For Users (Traditional Method) 1. **Sign Up**: Create account at [gorse.dotmobile.app](https://gorse.dotmobile.app) 2. **Choose Plan**: Select Basic ($24/year) or Full ($66/year) membership 3. **Purchase Data**: Buy global data packages ($20 for 10GB) 4. **Request Beta**: Apply for beta access through your profile 5. **Earn Tokens**: Receive DOTM rewards for all activities ### For Developers 1. **Explore MCP**: Visit [gorse.dotmobile.app/mcp](https://gorse.dotmobile.app/mcp) 2. **Test AI Integration**: Try the activate_esim tool via JSON-RPC 2.0 3. **Read Documentation**: Complete API reference at [/mcp/docs](https://gorse.dotmobile.app/mcp/docs) 4. **Build Applications**: Integrate DOTM services into your apps 5. **Monitor Rate Limits**: Track usage and queue status in real-time 6. **Join Community**: Connect with other developers ### For Business Partners 1. **API Access**: Programmatic service integration 2. **White Label**: Custom branding options available 3. **Bulk Pricing**: Volume discounts for enterprise 4. **Custom Features**: Tailored solutions for specific needs 5. **Partnership Program**: Revenue sharing opportunities ## 📞 Support & Community ### Getting Help - **Documentation**: Comprehensive guides and API reference - **Community Forums**: Peer-to-peer assistance and discussions - **Email Support**: Direct assistance for technical issues - **Priority Support**: Enhanced assistance for members - **Emergency Support**: 24/7 availability for critical issues ### Contributing We welcome contributions to the DOTM Platform: 1. **Fork Repository**: Create your own copy for development 2. **Create Branch**: `git checkout -b feature/improvement` 3. **Make Changes**: Implement your enhancements 4. **Test Thoroughly**: Ensure all functionality works correctly 5. **Submit PR**: Include detailed description of changes ### Resources - **API Documentation**: [gorse.dotmobile.app/mcp](https://gorse.dotmobile.app/mcp) - **GitHub Repository**: Source code and issue tracking - **Technical Blog**: Implementation details and updates - **Community Discord**: Real-time discussions and support ## 📄 License This project uses a dual licensing structure: ### Open Source Code (MIT License) The software code is licensed under the **MIT License** - see the [LICENSE](LICENSE) file for details. You are free to use, modify, and distribute the code according to MIT License terms. ### API Service Usage (Commercial Terms) The hosted API services and infrastructure are subject to **commercial terms** - see [TERMS_OF_SERVICE.md](TERMS_OF_SERVICE.md) for complete details. **API Pricing (Subject to Change):** - **Free Tier**: Up to 100 TPH (Transactions Per Hour) across all API endpoints - **Paid Tier**: $1.00 USD per active user per month for usage exceeding 100 TPH - **Network Access**: Charged separately per membership pricing (see Pricing Structure section) For questions about licensing or API usage, contact: **rbm@dotmobile.app** ## 🔗 Quick Links - **Main Platform**: [gorse.dotmobile.app](https://gorse.dotmobile.app) - **MCP Server**: [mcp.dotmobile.app](https://mcp.dotmobile.app) - **API Documentation**: [gorse.dotmobile.app/mcp](https://gorse.dotmobile.app/mcp) - **JSON API**: [gorse.dotmobile.app/mcp/api](https://gorse.dotmobile.app/mcp/api) - **DOTM Token**: [0xF57ab8DEE7ebE3686DB8Bf89E8aCc15E94B97A8D](https://etherscan.io/token/0xF57ab8DEE7ebE3686DB8Bf89E8aCc15E94B97A8D) --- **Built with**: Flask, PostgreSQL, Firebase, Stripe, OXIO, Ethereum, and ❤️ *Connecting the world through decentralized telecommunications* --- ### 🌟 Star History [](https://star-history.com/#dotmobile/dotm-platform&Date) ### 📊 Platform Status     **Last Updated**: October 22, 2025 **Version**: 3.1.1 - MCP AI Integration **DOTM Token Contract**: 0xF57ab8DEE7ebE3686DB8Bf89E8aCc15E94B97A8D **MCP Endpoint**: https://gorse.dotmobile.app/mcp/messages ### 🎯 What's New in v3.1.1 **AI-Driven eSIM Activation:** - ✅ Model Context Protocol (MCP) integration - ✅ ChatGPT and Gemini AI support - ✅ Natural language eSIM activation - ✅ Automatic user registration from AI conversations - ✅ Automatic Stripe invoice generation ($1 eSIM beta) - ✅ Rate limiting: 100 activations/hour with queue management - ✅ Real-time ETA estimation for queued requests - ✅ Comprehensive logging and monitoring - ✅ Trigger phrases: "Global Data eSIM" and "DOT eSIM" **Technical Improvements:** - ✅ JSON-RPC 2.0 over HTTP + SSE transport - ✅ Thread-safe rate limiter with rolling 60-minute window - ✅ Enhanced security with Firebase authentication - ✅ Payment verification via Stripe webhooks - ✅ OXIO live activation integration - ✅ Complete test coverage (ChatGPT, Gemini, end-to-end)