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Quantitative Coding & Broker APIs

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Lesson 4/12/Quant & Broker APIs/Strategy DSL & Scripting/State Machines & Stops14 min

Synthetic Bracket Orders, OCO Logic & Ratcheting Trailing Stops

Quant & Broker APIs

Building a server-side OCO (One-Cancels-the-Other) stop-loss and take-profit manager with intrabar ratchet rules.

Key Topics & Tags
bracket orderocoone cancels the othertrailing stopstop engine

Core Architecture & Intuition

Building a server-side OCO (One-Cancels-the-Other) stop-loss and take-profit manager with intrabar ratchet rules. Within the Quant & Broker APIs curriculum (Strategy DSL & Scripting → State Machines & Stops), this topic establishes the concrete quantitative rules and execution mechanics required for live market deployment.

Professional desks never rely on ambiguous visual guesses for bracket order. Instead, every entry, invalidation level, and risk parameter is defined mathematically before a single order reaches the exchange gateway.

Hover over key terms below for instant definitions: Bracket Order, Oco, and One Cancels The Other. For the complete mathematical derivation and edge-case analysis, open .

1. Tick / Bar FeedWebSocket / OHLCV2. Signal EngineDSL / Vector Math3. Risk GatekeeperMargin & Kill-Switch4. Broker RouterIdempotent REST APIDeterministic Execution Pipeline: Bar-Close Evaluation → Pre-Trade Risk Validation → Broker Order Tagging
Visual architecture for Synthetic Bracket Orders, OCO Logic & Ratcheting Trailing Stops (Quant & Broker APIs / Strategy DSL & Scripting / State Machines & Stops).
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Pro tip:Always validate bracket order on closed bars and include realistic round-trip slippage + statutory taxes before deploying live capital.

Interactive Concept Breakdown

  • Bracket Order — Core structural driver governing synthetic bracket orders, oco logic & ratcheting trailing stops.
  • Oco — Prevents premature entries and enforces mechanical discipline across State Machines & Stops.
  • One Cancels The Other — Ensures worst-case scenario losses stay strictly within predetermined R-multiple budgets.

Step-by-Step Execution Protocol: State Machines & Stops

  1. 1
    1. Pre-Session Calibration & Regime Check
    Measure baseline volatility and liquidity parameters for bracket order prior to market open.
  2. 2
    2. Mechanical Signal Confirmation
    Wait for a completed bar close confirming the oco threshold—never pre-empt mid-candle.
  3. 3
    3. Risk-Normalized Sizing & Order Placement
    Compute exact lot quantity from the invalidation distance and dispatch via a Marketable Limit order.
  4. 4
    4. Post-Trade Telemetry & Audit
    Log arrival price, fill slippage, and MAE/MFE metrics against the State Machines & Stops benchmark.

Parameters, Rules & Reference Matrix

Parameter / RuleTypeDefaultDescription
primaryThreshold*floatCalibrated per ATRCore quantitative trigger governing Synthetic Bracket Orders, OCO Logic & Ratcheting Trailing Stops.
confirmationWindowbars1 closed barRequires full bar closure to eliminate intrabar repainting.
maxRiskAllocation% equity0.5% - 1.0%Maximum capital at risk if invalidation level is hit.

Implementation & Quantitative Model

oco-bracket.ts
export function evaluateOcoBracket(barHigh: number, barLow: number, stopPrice: number, targetPrice: number) {  // Pessimistic rule: if both stop and target are touched in same bar, assume Stop hit first  if (barLow <= stopPrice) return { exit: "STOP_LOSS", fillPrice: stopPrice };  if (barHigh >= targetPrice) return { exit: "TAKE_PROFIT", fillPrice: targetPrice };  return null;}

Desk Verification Checklist

Confirm before deploying live capital

  • Confirm State Machines & Stops regime alignment before enabling entries.
  • Verify candle closure beyond the trigger threshold (no intra-bar guessing).
  • Size position strictly from the distance to the structural invalidation point.

Cross-reference standard risk definitions such as drawdown, slippage, and when auditing your logs.

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