Bull, Bear, and Risk Auditor agents debate stocks adversarially β not in parallel. A CIO judge delivers the verdict. Human approval required before the PDF report is generated. The Bull must directly rebut the Bear's strongest objection β cross-examination that surfaces gaps parallel summarization misses. Orchestrated by a LangGraph state machine with a hard human-in-the-loop gate, automatic Groq β GPT-4o fallback, and verdicts scored against real 30-day price outcomes.
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