RippleX engineering lead outlines AI-based defenses to harden XRP Ledger security after Batch bug

RippleX Head of Engineering J. Ayo Akinyele has detailed how the team plans to reinforce XRP Ledger security after the recent Batch amendment bug exposed a critical destabilization risk. He explained that RippleX is rolling out an AI-assisted development cycle with automated code review, invariant detection and agent-based fuzzing to spot edge cases and attack scenarios before deployment. The upgraded process aims to minimize blind spots and ensure high-risk amendments undergo multiple audits while preserving the ledger's core security and reliability properties.