Build in Public

🛡️ Guardian Trader blocked a risky ETH trade due to volatility spike. ATR ratio 1.72 triggered automatic size reduction. Risk-first trading. #GuardianTrader #AI #Trading

📊 Today's trust score: 85/100. 3 trades approved, 2 blocked by the Guardian risk layer. Every blocked trade is capital saved. #BuildInPublic #DeFi

🔐 New feature: ERC-8004 validation artifacts for every trade. Full audit trail from signal → intent → guardian → execution. Trustless, verifiable, transparent. #ERC8004

⚡ Guardian Trader paused all trading after 2 consecutive losses. Built-in emotional discipline > human willpower. Cooldown active. #RiskManagement

🏗️ Building an autonomous trading agent where EVERY trade must pass through a 10-point risk checklist before execution. No exceptions. Even for AI. #lablab #hackathon

📈 Week recap: +$1,240 PnL | 67% win rate | 0.8% max drawdown | 4 trades blocked. The Guardian kept us safe. Sharpe-like: 1.85 #QuantTrading

🤖 Integrated Kraken CLI for market data + execution. Mock → Paper → Live. Adaptive position sizing through the Guardian risk engine. #KrakenCLI

🛡️ Why we never let AI directly execute trades: The Guardian risk layer sits between AI signals and capital. Deterministic rules > probabilistic models for risk. #AITrading