Agentic Trading Pipeline

Edge detection → Shadow validation → Real deployment (with human approval)

Edge Detection

Agent backtests new signals against WS ticks & crypto prices. Tests T+1 through T+240s across BTC/ETH/SOL/XRP. Realistic fills: no lookahead, 2s latency, WS ask prices.

AUTOMATED

Filter Discovery

Identifies filters that improve edge: crypto alignment (ALIGNED), cross-asset consensus, volatility buckets, fill-price caps. Each evaluated individually & stacked.

AUTOMATED

Shadow Bot Built

Agent clones strategy, applies filters. Creates DB table, resolver, poller, dashboard page. Shadow uses 1s fill delay at WS ask — no real orders, no money at risk.

APPROVAL TO DEPLOY

Shadow Validation (7+ days)

Shadow runs live. Agent monitors daily: WR, PnL, drawdown, trade volume. Compares vs backtest predictions. Flags divergence > 2σ from expected.

AUTOMATED MONITORING

Real Bot Proposal

Agent presents: shadow PnL vs backtest, daily breakdown, per-asset performance, estimated real PnL after 2c execution drag. Human sets share size + wallet.

REQUIRES YOUR APPROVAL

Real Deployment

Agent builds real bot from shadow. Creates poller (primary + secondary fill-price). Adds to /running-bots. First 24h at minimum size (5 shares).

AUTOMATED (POST-APPROVAL)

Live Monitoring

Real vs shadow trade-by-trade comparison. Tracks: side match, fill slippage, missed trades, WR divergence. Alerts on underperformance > $X/day.

CONTINUOUS

Retirement

Agent detects edge decay: rolling 7d WR below break-even. Proposes stop with evidence. Shadow continues post-retirement for regime-change detection.

APPROVAL TO STOP

Automated

Requires Approval

Continuous