Liquid Edge · Automated trading

Overfitting a trading strategy

Put your trading on autopilot with Liquid Edge's permission scoped execution layer, built to work on your own account 24/7. Access institutional grade automation without ever granting withdrawal rights.

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Execution only · never withdrawal rights · disconnect anytime

Overfitting a trading strategy

Model risk management

Strategies run as tested and monitored.

You tune parameters and chase better backtest curves until the model fits noise rather than structure. You run in-sample tests and assume historical returns will carry to live trading, only to find fills, slippage, and regime shifts break the edge. You worry that many parameters or long lookbacks make the strategy fragile and brittle when markets change. You need a repeatable validation and monitoring plan before you let a bot trade on real accounts.

Liquid Edge runs your chosen strategy as a bot on the exchange account you already hold.

  • Deploy only validated strategiesConnect the strategy to your exchange with API keys and run the exact trading code continuously so live execution follows the same logic you validated offline.
  • Keep execution realisticRun the bot across exchanges on your own account to observe real fills and order behaviour, making it possible to detect slippage, poor fills, and regime sensitivity.
  • We never get withdrawal rights. Anywhere.On a perp DEX your funds sit in an isolated onchain vault only you can withdraw from. On a centralized exchange the exchange custodies them and we connect with API permissions limited to trading. Neither route lets Liquid Edge move your capital.

Want to get started? Walk through setup, covering everything from connecting an exchange to launching your first bot. Or read AI-Assisted Backtesting vs Manual Backtesting for more on this.

Read the full FAQ

Frequently asked questions

What is the Crypto Dashboard?

The on-chain side of the platform: trading yield vaults, positions held through your own wallet, and the Liquid Edge dApp. Vault logic lives in published smart contracts you can read, rather than in an account you have to trust. It is deliberately separate from the main dashboard, which covers exchange accounts and bot performance.

Where do my funds actually sit?

In your exchange account, or in your own wallet on a perp DEX. Nothing is pooled, nothing is deposited with Liquid Edge, and no strategy can move funds anywhere other than into and out of positions on your own account.

How much does Liquid Edge cost?

There is a free plan, and three paid tiers: Entry Level, Professional and Elite. Yearly billing takes 25% off every paid plan, and the pricing section shows the equivalent monthly rate either way.

What is the fastest way to get started?

Open a template, run it in paper mode, and watch how it behaves for a while. Once you understand its rhythm, connect an exchange and deploy the same template live at a small size. The walkthrough covers each step in order.

What is paper trading and why start there?

Paper trading runs the strategy against live market data with simulated capital. It catches the mistakes that backtests hide, such as a rule that fires far more often than you expected, and it costs nothing to be wrong.