Technical Know How
Eido Labs - Tech Architecture
Multi-Hierarchical Agent Swarm Architecture
Implemented using LangGraph for orchestration and state management across agents
Separation of concerns with dedicated agents (Risk, Strategy, Execution, Monitoring, Governance) operating independently yet collaboratively
Built-in redundancy and fallback mechanisms to prevent hallucinations and ensure reliability
Agent communication via message-passing protocol with validation layers
Generative UI with Dynamic Component Rendering
Real-time UI components generated based on current DeFi state and user actions
Transaction preview and simulation before execution
Adaptive interface that adjusts complexity based on user expertise level
Integrated wallet connection widgets and transaction status tracking
Advanced Thread-Based Context Management
Persistent conversation threads maintaining full transaction history and decision context
Multi-session memory allowing agents to learn from past interactions
Context window optimization for efficient token usage
Vector database integration for semantic search across historical interactions
Embedded Wallet Infrastructure
Account abstraction for gasless transactions and improved UX
Social recovery and multi-signature support for enhanced security
Seamless onboarding with email/social login options
Cross-chain compatibility preparation for future expansion
Fine-tuned LLM Stack
Custom-trained models on Berachain documentation, protocols, and PoL mechanics
Specialized tokenizers for DeFi terminology and blockchain addresses
RAG (Retrieval Augmented Generation) pipeline for real-time protocol updates
Continuous learning from on-chain data and user interactions
Event-Driven Architecture
Real-time blockchain event listeners for price updates, emissions, and governance proposals
Webhook integration for external protocol notifications
Message queue system for reliable agent-to-agent communication
Circuit breakers and rate limiting for API protection
Modular Plugin System
Extensible architecture supporting new protocols and chains
Standardized interfaces for third-party integrations
Protocol-specific adapters for BEX, Kodiak, and other Berachain DEXs
At the core of Eido is the BBM an orchestrated swarm of agents specialized across DeFi user flows: - Risk Profiling Agent: Understands a user’s risk appetite via wallet data or manual input. - Strategy Optimization Agent: Builds yield-maximizing strategies based on real-time data and PoL emissions. - Execution Agent: Handles swaps, LP provisioning, and BGT staking via embedded wallet. - Monitoring Agent: Observes yield decay, impermanent loss, and triggers rebalances. - Governance Agent: Delegates BGT, votes on protocol upgrades, and detects bait bribes. These agents operate in sync via LangGraph, integrating seamlessly with Berachain-native protocols like BEX, Kodiak, Honeypot, Infrared, and more.
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