Atlas

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.

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