I built an open-source AI agent that turns a trade idea into a full backtest — here's why

The author built an open-source AI agent to streamline the process of transforming investment ideas into tested strategies, addressing the fragmentation of existing quantitative finance tools. This agent integrates data pulling from SEC filings with backtesting, offering reproducible results and combining AI-driven thesis generation with analytical rigor.