Scaling Polymarket Trading Bots Brings Infrastructure Challenges Beyond Strategy

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A trading bot that performs well on a few markets can become an operational burden when expanded to dozens of markets and multiple strategies. Coordinating simultaneous orders, tracking exposure, and handling partial fills or disconnections require infrastructure rather than just better prediction models. Multiple strategies in related markets can create combined exposure far larger than any single trade suggests. Copy trading adds further difficulty, since price changes between a source trader's entry and the copier's execution can erode expected economics.

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