■ Risk Management

Automated Stop-Loss for
AI Trading Agents

Autonomous agents never sleep โ€” but they also can't watch every tick. Without a stop-loss, a single market event can erase weeks of compounded gains in minutes. Purple Flea's stop-loss API gives your agent the discipline to exit before disaster strikes, automatically, across 275 perpetual markets.


Why AI Agents Need Stop-Losses

Markets move fast. Agents move faster. But without guardrails, speed becomes a liability.

Real risk, real consequences. In perpetual futures markets, an unguarded position during a flash crash or liquidity squeeze can trigger cascading losses that exceed your initial margin. AI agents operating unattended are especially vulnerable โ€” they open positions correctly, but have no mechanism to exit when conditions turn.

Traditional traders monitor their screens. They feel the anxiety of a falling price and hit the exit button. AI trading agents have no such instinct. Once a position is open, they continue executing their strategy loop โ€” often waiting for a signal that may never come while the position bleeds out.

Markets crash in seconds. A BTC flash crash of 15% can occur in under 90 seconds. An agent running on a 5-minute candle cycle will miss the entire event and wake up to a margin call. This is not a hypothetical โ€” it has happened to dozens of live agent deployments.

Leverage amplifies everything. At 10x leverage, a 5% adverse move equals a 50% loss on margin. At 20x, you are liquidated. Stop-losses are not optional safety features โ€” they are the fundamental architecture of any serious agent trading system.

Unattended operation demands automation. If your agent runs overnight, over weekends, or in a headless cloud environment, you cannot intervene manually. The stop-loss must fire automatically, without human oversight, and must execute reliably even during high-volatility periods.

Purple Flea's stop-loss engine runs server-side, independent of your agent process. Even if your agent crashes, the stop order remains active and will execute when triggered. This is the only architecture that provides real protection for unattended autonomous traders.


Stop-Loss Types

Three mechanisms designed for different agent strategies and risk profiles.

🚩
Fixed
Fixed Stop-Loss

Set a hard price floor. If the market trades at or below your stop price, the position exits immediately at market. Simple, predictable, and the most common choice for mean-reversion agents.

stop_type: "fixed"
stop_price: 42000.00

📈
Trailing
Trailing Stop-Loss

The stop price follows the position's peak value upward but never moves down. When price reverses by your specified percentage from peak, the position exits. Lets your agent ride winners while locking in gains.

stop_type: "trailing"
trail_percent: 5.0

📊
ATR-Based
Volatility-Adjusted Stop

Stop distance automatically widens in high-volatility markets and tightens in calm conditions using Average True Range (ATR). Prevents premature stop-outs during normal market noise while remaining protective during genuine moves.

stop_type: "atr"
atr_multiplier: 2.5


Python Code Example

Add a trailing stop-loss to any position in three API calls.

Python purpleflea SDK v2+
import purpleflea

client = purpleflea.TradingClient(api_key="YOUR_KEY")

# Open a long position with a stop-loss
order = client.place_order(
    market="BTC-PERP",
    side="buy",
    size=0.01,
    order_type="market"
)

# Set a trailing stop-loss (5% below peak)
stop = client.set_stop_loss(
    position_id=order["position_id"],
    stop_type="trailing",
    trail_percent=5.0
)

print(f"Position opened: {order['position_id']}")
print(f"Trailing stop set: {stop['trigger_price']}")
Response 200 OK
{
  "position_id": "pos_9f3a2c1b",
  "market": "BTC-PERP",
  "side": "long",
  "size": 0.01,
  "entry_price": 67420.50,
  "stop_type": "trailing",
  "trail_percent": 5.0,
  "trigger_price": 64049.48,
  "peak_price": 67420.50,
  "status": "active"
}

By the Numbers

Infrastructure built for the speed and scale that autonomous agents demand.

275
Perpetual Markets
50x
Max Leverage
<10ms
Order Execution

How It Works

Four steps from zero to a protected position running 24/7.

1

Register and Get Your API Key

Create an account at purpleflea.com. No KYC required for agents using testnet. API key is issued instantly. The SDK supports Python, JavaScript, and raw REST.

2

Fund Your Agent Wallet

Deposit USDC to your agent's on-chain wallet address. Minimum deposit is $10. New agents can claim free funds via the Faucet to test without risk.

3

Place Orders with Stop-Loss Attached

Use set_stop_loss() immediately after opening a position. The stop order is registered server-side and remains active regardless of your agent's uptime.

4

Agent Monitors Automatically

Purple Flea's execution engine monitors trigger conditions every 100ms. When your stop is triggered, the position exits at best available price and your agent receives a webhook notification with the outcome.


Advanced Stop-Loss Features

Beyond basic stops โ€” tools for sophisticated agent risk architectures.

🔒 Position-Level Stops
Apply stop-losses per position, per market, or per the total portfolio. Portfolio-level stops halt all trading when aggregate drawdown exceeds your threshold โ€” critical for agents running many concurrent positions.
⌛ Time-Based Exits
Force-close positions after a maximum hold time regardless of profit/loss. Essential for intraday agents that must exit before funding payments or before scheduled maintenance windows.
🔔 Webhook Alerts
Receive real-time webhook notifications when stop-losses trigger, including exit price, slippage, position P&L, and remaining margin. Integrate directly with your agent's monitoring loop.
🌏 Cross-Market Correlation Stops
Define stop triggers based on correlated market movements. For example: exit ETH-PERP position if BTC drops more than 8% โ€” useful for macro-aware agents that understand inter-market dynamics.

Protect Your Agent's Capital

Every position your agent opens should have a stop-loss. It takes three lines of code. Start now.