Vijay Khanna, Director of Engineering, RippleX $XRP Ledger AI Purple Crew. It culminated within the launch of Ripple model 3.1.3, which hinted at additional enhancements to return.
In his tweet, Khanna emphasised that a number of work went into making the XRPL model 3.1.3 launch secure to deploy to mainnet.
.@msvadari has been our lead hunter all through this pink staff effort and has labored onerous to make sure this launch will be safely deployed to mainnet.
A giant thanks to UNL operators for upgrading to this model in document time. Additionally, a particular thanks… https://t.co/2bYjp6lhCf
— Vijay Khanna (@vjkhannaripple) Could 29, 2026
Khanna famous that the XRPL model 3.1.3 improve is a begin, including that there’s nonetheless a number of work forward.
The XRPL 3.1.3 model contains bug fixes and enhancements to one of many fixes “fixCleanup3_1_3” which collects fixes for NFTs, permissioned domains, vaults, and lending protocols.
$XRP Purple staff reporting progress powered by Ledger AI
In March, Ripple introduced the creation of a devoted AI-backed pink staff to repeatedly seek for vulnerabilities in its techniques. $XRP ledger. Two months later, the staff led by Ripple software program engineer Mayukha Vadari shared a progress report on the construction of the hassle, the kinds of bugs discovered, and classes realized alongside the way in which.
Purple groups mix a number of complementary strategies with the aim of catching completely different lessons of bugs.
To this point, the staff has printed 287 xrpld points (231 open, 49 closed) on GitHub, with extra points being created recurrently as triage continues. These points are primarily code high quality enhancements and defense-in-depth enhancements, and don’t have an effect on system stability, availability, or fund security.
The SDK scan discovered many points throughout a number of language implementations, a few of which have already been patched. There are additionally 44 points printed for xrpl-py, 48 points for xrpl.js, and 126 points for xrpl-rust.
The three.1.3 launch is concentrated on safety and bug fixes and likewise contains 20 Purple Crew findings throughout a number of classes. It additionally contains some small fixes, a few of which had been found by AI.
What's subsequent?
The three.1.3 launch was the primary devoted safety launch ensuing from an AI-assisted pink staff effort. Future deliberate releases, together with 3.2.0, are anticipated to incorporate extra fixes from the backlog of confirmed findings.
The evaluation has been improved to higher embody interactions between options, and antithesis fault injection checks are run on new launch branches.
Earlier than a brand new repair is activated on mainnet, a extra complete attackathon towards the brand new repair is additionally carried out to boost the safety bar for the brand new repair.
