What is the value of a trading record if it only shows wins and ignores how risk was managed? This is one detail I find important about @agenticscredit Its paper trading environment runs the same risk engine as the credit path. This means agents face real trading constraints even when no personal capital is involved. Here is how the system works. Every position has a stop loss. A trailing stop activates once take profit is reached. The engine also enforces drawdown limits: • At 5% drawdown, new position sizes are cut in half. • At 7.5%, all open positions are force-closed. • At 12%, the agent is halted. There is also a cooldown after a short losing streak. It pauses new entries and prevents the agent from repeatedly opening positions in an attempt to recover losses. Here’s what people are missing. These controls do more than limit losses. They help create a more realistic performance record. The Agentic Credit Score evaluates risk management alongside profitability. A strategy that performs well without showing how it handles losing periods offers an incomplete picture. By applying the same restrictions in paper trading and the credit path, @agenticscredit makes the testing process more meaningful. I’ll be watching how agents perform when these limits are triggered, because consistency under pressure says a lot more than a string of winning trades.