I realized after posting this link that it didn't provide enough context on how we actually handle the technical execution and risk management layers. I've started a more detailed discussion thread with a technical deep-dive here: https://news.ycombinator.com/item?id=47248871 — would love to move the conversation over there!
To add some technical context: We aren't just sending a prompt to an LLM and hoping for the best. We’ve built a custom parser that maps natural language to a strictly typed intermediate representation. This ensures that when you say 'Buy Apple,' the system validates the ticker, the broker's specific API requirements, and your pre-set risk limits (like max drawdown) before a single order is routed. Happy to dive into how we handle the OAuth handshake with the 15+ brokers we support if anyone is curious about the security side.
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