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Building automated downside protection for perpetual traders via prediction market rails.

Blog

Shipping notes for hedging systems.

Product direction, risk design decisions, and system behavior under market stress.

DesignMarch 29, 20266 min read

Building Calmer Risk Interfaces for Perp Traders

Why a hedging product should look less like a noisy exchange panel and more like a calm operating system.

ProductMarch 24, 20265 min read

Using Prediction Markets as Hedge Signals

Prediction markets are most useful when they inform action, not just analysis dashboards.

OperationsMarch 18, 20265 min read

Scenario Testing Before Hedge Execution

Stress testing hedge logic before live execution reduces surprises when liquidity or volatility shifts suddenly.

RiskMarch 12, 20264 min read

Why Hedge Ratios Need Clear Visual Feedback

If users cannot tell whether protection is adequate in one glance, the interface is doing too little.