Shogun
AI rebalances, vault secures.
Created on 28th June 2025
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Shogun
AI rebalances, vault secures.
The problem Shogun solves
Shogun AI Core solves the critical challenge of automated DeFi strategy execution with verifiable offchain computation.
-Verifiable Offchain Computation
Uses Chainlink Functions to run complex ML risk models offchain
Cryptographic proofs ensure computation integrity
Results are verifiably bridged back onchain
- AI-Powered Strategy Generation
LLM-based planning automatically generates optimal strategies
Multi-layered risk assessment prevents dangerous allocations
Real-time market analysis and protocol health monitoring - Cross-Protocol Yield Optimization
Automatically finds the best yields across multiple chains
Aggregates APY data from DefiLlama, Blockscout, and other sources
Optimizes allocations based on risk tolerance and market conditions
-Enhanced Security
Multi-sig protection for all transactions
Whitelisted strategy contracts only
Emergency shutdown capabilities
Oracle health monitoring
Challenges we ran into
Chainlink Functions CLI Confusion
The Problem: Initially tried to use a non-existent @chainlink/functions-cli npm package for deployment.
The Hurdle: The documentation was unclear about deployment methods, and I assumed there was a CLI tool like other Chainlink products.
The Solution: Discovered that Chainlink Functions deployment is done via web dashboard, not CLI. Created a deployment script that prepares functions for manual web deployment.
Tracks Applied (4)
Onchain Finance
Best Use of ElizaOS
ElizaOS
Build the Future of Web3 x AI with Amazon Bedrock
AWS
Avalanche Track
Avalanche
Technologies used
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