March 18, 2026

Brothers, I'm about to be amazed by AI again. Recently, I've been chatting with friends about our experience using it, and I discovered that Claude Code is incredibly powerful. It's the first time since I started exploring AI that I've genuinely connected it with investment business—that is, starting to do quantitative analysis. What are Claude's advantages? It can directly access internal computer permissions and complete automated operations through the command line.

I'm now running actual quantitative programs through it. Based on the quantitative strategies I set, it can automatically download historical data for backtesting, and simultaneously provide suggestions on data adjustments based on backtesting results. It can even provide optimal values for specific factors. I haven't received professional quantitative training, but through AI, I can combine my investment experience to experiment with quantitative programs.

I don't know how this quantitative journey will ultimately turn out, but I can sense that many far-fetched ideas I once had can now be verified through data backtesting. This includes executable live trading strategies, judgments on bull and bear cycles, and even in the future I could potentially put my own