Crash-test a trading agent before it trades
Pick a recorded crash or rally and an agent. Pre-flight trades it on the real order book, minute by minute, and puts three results side by side: what the backtest showed, what the real market did, and what safety limits would have saved.
Start with a sample run
A common strategy on each event. Every one survives the day, and loses more than its backtest showed.