Runthesis is a multi-agent LLM trading framework that mimics how a real trading firm works. Different AI agents split the job fundamental, sentiment, news, and technical analysts gather market data, then bullish and bearish researchers debate it to keep things balanced. A trader agent makes the call, risk managers check it's safe, and a fund manager gives final approval before execution.