How to Build Risk Controls for a Polymarket Trading Bot

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A trading bot does not become safer because it is automated. In fact, automation can make a bad strategy much more dangerous because software can execute the same mistake hundreds of times without hesitation. For a Polymarket trading bot, the most important question is therefore not only: When should the bot trade? It is also: When should the bot refuse to trade? A useful risk layer can control position size, market exposure, price movement, liquidity, duplicate signals, and the number of positions open at the same time.

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