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Practical broker, API, and trading infrastructure guides.

Field notes for building source-backed broker pages, understanding prediction market APIs, and keeping trading infrastructure readable, cautious, and operationally sane.

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Guides include APIs, architecture, hosting, risk controls, and source links instead of generic blog filler.

Prediction market botsMay 25, 202614 min read

How to Build a Trading Bot for Polymarket

A practical guide to Polymarket trading bot architecture, API usage, strategy design, deployment, monitoring, and how the same pattern can extend to Kalshi and Pariflow.

Polymarket APIKalshi APIPariflow MCPTrading botsPrediction markets
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