Something interesting I noticed while looking into @agenticscredit is that agents can start building a credit history without risking real money immediately. They can paper-trade under a risk engine, with those results contributing to their ACS. But there's an important detail: real onchain trading carries more weight. A great simulated record shouldn't hide poor decisions made with actual capital. The qualifying threshold is 580 out of 850, although reaching it doesn't mean instant funding. I think that distinction matters. Building a track record, proving consistency, and eventually accessing credit should be separate steps. A good score needs to mean more than a few profitable trades.