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Execution Filters & Risk Checks: How TYKO Trades Without Regret

In arbitrage, opportunity is fleeting—but risk is constant. That’s why TYKO doesn’t just chase profits. It evaluates them through a strict filter pipeline designed to eliminate bad trades before they ever reach the blockchain.

Logic Before Execution

Every trade TYKO considers must pass through a multi-layered filter system. This isn’t a generic checklist—it’s a real-time, condition-aware logic stack designed to analyze each trade from multiple angles:

  1. Minimum Profit Margin

    A trade must meet or exceed a predefined net profit threshold after gas and slippage are accounted for. This ensures capital isn’t deployed for marginal or noisy returns.

  2. Gas Cost Prediction

    Using live network conditions, TYKO simulates the estimated gas usage of each route and incorporates it into the profit formula. If the gas-to-profit ratio isn’t optimal, the trade is dropped.

  3. Slippage Tolerance

    Slippage isn’t just a variable—it’s a risk. TYKO calculates likely price shifts during the transaction window and simulates impact on the trade’s net outcome.

  4. Token Volatility Scanning

    TYKO analyzes token volatility at the pair level. Sudden spikes or thin liquidity trigger defensive logic, automatically disqualifying unstable routes.

  5. Execution Timing & Confidence

    TYKO’s router checks if the transaction is likely to settle within the target block window. It won’t broadcast unless it has a high confidence score that the execution will complete profitably and without front-running risk.

Why Filters Matter

Many bots “spray and pray”—firing off trades in the hope that a few land profitably. TYKO doesn’t. Its filtering logic prevents loss before it happens, reducing:

  • Failed transactions

  • Wasted gas

  • Unstable returns

  • Unexpected price impact

  • Arbitrage decay from latency

This results in tighter capital control and more consistent PnL, which becomes even more critical as volume scales.

Precision = Profit Retention

As you scale an arbitrage engine, retaining profit becomes harder than capturing it. TYKO’s filters are designed to preserve ROI by making every execution deliberate, measured, and justified by data.

This isn’t just safe—it’s strategic.


We’re raising $550K to continue refining these systems and bring TYKO to scale across volume, infrastructure, and execution density.

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