sam yu@cucumberling276

TrustTrade AI is a multi-agent autonomous cryptocurrency trading system designed for both the Kraken CLI and ERC-8004 hackathon tracks. Architecture: Five specialized agents collaborate in a pipeline — Signal Agent analyzes markets using trend (MA crossover) and momentum (RSI + MACD) strategies; Risk Agent enforces drawdown limits, daily loss caps, and volatility checks; Portfolio Agent calculates position sizing with dynamic stop-loss and take-profit (ATR-based); Manager Agent makes the final decision and generates ERC-8004 validation artifacts; Execution Agent routes orders to Kraken CLI (paper/live) or internal simulation. Fundamental Intelligence: Three additional agents enrich signals — Funding Rate Agent monitors perpetual swap funding, Sentiment Agent aggregates Fear & Greed Index and crypto news headlines, and On-Chain Agent tracks mempool activity, fees, and hashrate changes. ERC-8004 Integration: Every trade is cryptographically validated through three on-chain registries — Identity Registry (agent NFT registration on Base Sepolia), Validation Registry (EIP-712 signed trade intents), and Reputation Registry (trading yield and success rate feedback). This creates a fully auditable, trustless record of AI trading decisions. Key Results: The balanced preset achieves +2.3% return with 66.7% win rate and +2.31pp alpha over buy-and-hold on 30-day BTC/USD backtests. Five configurable style presets (balanced, aggressive, conservative, trend-following, mean-reversion) serve different risk profiles. An interactive Streamlit dashboard provides real-time monitoring with bilingual support (EN/中文). Tech Stack: Python, Streamlit, Kraken CLI, Web3.py, Base Sepolia (ERC-8004), Claude API (optional LLM Manager).

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

⏱️ Design, build, and deploy trustless AI trading agents. 📅 March 30 – April 12, 2026 🌐 Build AI trading agents that execute strategies using ERC-8004 or Kraken CLI. 🤝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents. 💰 $55,000 prize pool, allocated and shared via Surge and Kraken. Your team should have registered project at early.surge.xyz in order to be eligible for the prize. Get access in your team profile or our discord 🔑 Access to early.surge.xyz If prompted for login credentials, use: • Username: admin • Password: JBRv2xWG7AzwVrLz88