In the past week, I have evolved from someone who couldn't write code at all to someone who can build complete systems using AI.



It's not an exaggeration; it's literally "starting from scratch": no knowledge of React, no API, no deployment, no Git, no logic modules, no CSS. Nothing at all.

Now: Polymarket event analysis, world line reasoning, mispricing engine, automatic news scraping, probability calibration, position sizing... I've done it all. (Of course, it's still the basic version that's running, but the core architecture is already in place.)

To put it simply, it's not that I've become smarter.

Purely AI directly replaced a full-time team for me.

The way to play now has completely changed. It's not about making it write code, but directly guiding it to work on system architecture.

It's really exaggerated.

A person + AI really equals a complete development team.

This incident really shocked me; it completely overturned my understanding of what an individual is capable of.
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