Atlas
AI-powered Hedera portfolio guardian with multi-agent risk analysis and intelligent insights
Demo
About
Atlas is a risk analysis system specifically designed for the Hedera Hashgraph ecosystem. Built on a cutting-edge multi-agent architecture, the system employs specialized AI agents that work collaboratively to provide real-time portfolio insights, risk assessments, and market intelligence.
How it's made
Atlas is built on a multi-agent architecture that's the heart of what makes this project unique. Instead of a traditional monolithic approach, I created specialized AI agents that communicate through a custom A2A (Agent-to-Agent) message bus . This allows for: - Asynchronous processing of complex portfolio analysis - Real-time coordination between different system components - Scalable architecture where new agents can be added without disrupting existing ones Frontend Technologies & Integration Core Stack: - Next.js 14 with App Router - Modern React framework for server-side rendering and optimal performance - TypeScript throughout - Type safety across the entire frontend - Tailwind CSS - Utility-first styling for rapid UI development - Radix UI - Headless components for accessibility and customization Blockchain Integration (The Tricky Part): - Wagmi + RainbowKit - For EVM wallet connections - @hashgraph/sdk - Official Hedera SDK - Custom EVM-to-Hedera converter - This was particularly hacky but necessary State Management: - @tanstack/react-query - Server state caching and synchronization - Custom IndexedDB storage - For persistent chat history - React Hook Form - Form state with validation Backend Multi-Agent System This is where things get really interesting. I built 7 specialized agents : 1. Chat Agent - Orchestrates user commands and coordinates other agents 2. Wallet Agent - Handles Hedera account balance queries 3. Portfolio Agent - Calculates risk scores and portfolio metrics 4. Scanner Agent - Performs deep address analysis 5. Graph Agent - Generates Chart.js configurations for visualizations 6. LLM Agent - Processes natural language with OpenAI GPT-4 7. XTrend Agent - Analyzes X (Twitter) sentiment and market trends