Ripple has introduced an AI-assisted “red team” to stress-test the XRP Ledger in real-world scenarios. The initiative has already identified multiple bugs, helping developers fix issues before they impact users.

This proactive approach goes beyond traditional security methods. Instead of reacting to problems, Ripple is actively simulating attacks and vulnerabilities — aiming to stay ahead of threats as the ecosystem evolves.