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Creating a Polymarket Automation System with Claude Within an Fund-Grade Operating Model: How AI Coding, Risk Controls, and Market Logic Converge

Creating a Polymarket Automation System with Claude Within an Fund-Grade Operating Model: How AI Coding, Risk Controls, and Market Logic Converge

July 22, 2026 Category: Blog

The seductive lie behind most trading automation is that the code is the edge. It is not. Code is merely the delivery mechanism. The real edge lives in risk control. A Polymarket bot built with Claude can be useful, even powerful, but only if it is created inside an professional operating model.

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