1. Connectivity stack
ExchangeInterface signs either via trustless client signer or encrypted API keys. Heartbeats fire every 10 seconds on both Hyperliquid MAINNET and TESTNET.
2. AI pipeline
Flagship AI models power the Analyst -> Boss -> Executor chain. Each decision bundles expected edge, trading costs, invalidation logic, and compliance notes.
3. Risk budget
Every agent ships with dynamic sizing factors, drawdown circuit breakers, and Slack alerts whenever VaR thresholds are hit.