. To some, it represents a rigorous, data-driven validation of market edge; to others, it is a dangerous exercise in historical curve-fitting that breeds overconfidence right before a catastrophic margin call.

In this guide, we will break down how to successfully design, code, and deploy an Interactive Brokers API trading bot with Claude AI, highlighting the critical pitfalls, architectural requirements, and real-world lessons learned from developing a production-ready futures and options trading dashboard.

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Are you still hand-coding your algorithmic trading strategies? If so, you might be falling behind. Over the past six weeks, I have been rigorously testing 100% AI-generated trading bots, and the results are eye-opening.