robinhood / ai trading / backtesting / trading bots
Robinhood Agents Was Missing Backtesting. So I Built the Solution.
Robinhood Agents was missing a backtesting workflow, so I connected AI strategy creation to my historical backtesting engine. This animation shows saved rules entering the engine, historical prices being evaluated, matching rules producing orders, and fees being deducted.
An earlier version of my options bot returned 1,423.49% over January 1, 2022 through August 14, 2026. My separate live challenge began with $25,000 at Public; the October 18 snapshot shows $26,746.61 and a 6.99% return. The video connects that testing-to-live process to the new Robinhood workflow: paper trade the tested rules, connect an account, and review which rules will move live.
Follow the Robinhood connection guide below to build and connect your own bot.
Transcript
0:00Robinhood Agents was missing this one thing.
0:02So I built it.
0:03The missing piece was backtesting.
0:05I want to know what my agent's rules would have done across years of market history.
0:10So I gave the AI tools to save a strategy and run it through my backtesting engine.
0:15The AI saves buy and sell rules.
0:17The engine replays historical prices, triggers orders when those rules match, and subtracts the fees.
0:23That's how I tested an earlier version of my options bot.
0:26It returned over 1,400% in about 4.5 years of backtesting.
0:30I put $25,000 into my live challenge.
0:33It's up about 7%.
0:35Now I've connected that workflow to Robinhood.
0:38You can paper trade your tested rules, connect your account, and review exactly which rules you're moving live.
0:43Make it show its work.
0:45Comment Robinhood and I'll show you how.
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