One must applaud Mr. Vijay Khanna, RippleX‘s Director of Engineering, for his munificent disclosure of the XRP Ledger AI red team’s endeavours, which have fortuitously culminated in the release of rippled version 3.1.3, all while coyly intimating further cavorts to come.
.@msvadari has been our lead hunter throughout this red team initiative, and a tremendous amount of effort went into ensuring this release could be safely deployed to mainnet.
Huge thanks to the UNL operators for upgrading to this version in record time, and a special thanks to…
Amusing AnecdotesOne is simply riveted by the price analysis of Bitcoin, Zcash, Ethereum, and XRP for May 30, wherein bearish pressure has the temerity to emerge. Meanwhile, the JPMorgan boss, ever the dramatist, declaims on the crypto bill, “We’ll fight it!”-how utterly banal.– Vijay Khanna (@vjkhannaripple) May 29, 2026
Khanna, in his infinite tease, signals that the XRPL version 3.1.3 upgrade is but a mere prologue, adding that a veritable mountain of toil lies ahead-because what is progress without perpetual labour?
The XRPL 3.1.3 version, a cornucopia of bug fixes and improvements, featured the amendment “fixCleanup3_1_3”, a medley of rectifications for NFTs, Permissioned Domains, Vaults, and the Lending Protocol. One can scarcely contain one’s ardour.
XRP Ledger AI-assisted red team reports progress
Back in March, Ripple, in its sagacious wisdom, unveiled a dedicated AI-assisted red team to ceaselessly prowl for vulnerabilities in the XRP Ledger. Two months hence, the team, under the astute Mayukha Vadari, shares a progress report on its modus operandi, the bugs unearthed, and the lessons gleaned-all terribly edifying.
The red team, ever inventive, melds several complementary techniques to ensnare diverse bug classes. It’s a veritable ballet of bytes and blunders.
To date, the team has publicly disclosed 287 xrpld issues on GitHub (231 open, 49 closed), with more issues regularly spawned as triage persists. These issues are chiefly code-quality enhancements and defense-in-depth augmentations, none perturbing system stability, availability, or fund safety. So, rest easy, dear reader.
The SDK scan uncovered manifold issues across multiple language implementations, several already patched: 44 in xrpl-py, 48 in xrpl.js, and 126 in xrpl-rust. One might say they’ve been rather industrious.
The 3.1.3 release, devoted entirely to security and bug fixes, also incorporated 20 red-team findings across sundry categories. Plus, various minor fixes, some AI-spotted-even automatons are joining the farce!
What’s next?
The 3.1.3 release was the inaugural security offering from the AI-assisted red team. Future releases, like 3.2.0, shall likely brim with more fixes from the backlog of confirmed findings. For bugs, like bad habits, never truly vanish.
Analysis shall be refined to better grasp cross-feature interactions, and Antithesis fault-injection tests will grace new release branches. Sounds like a riot, doesn’t it?
More comprehensive attackathons will also be staged on new amendments pre-mainnet activation, with the security bar raised. After all, we must maintain a modicum of suspense and safety.
Read More
- Off Campus Season 1 Soundtrack Guide
- X-Men ’97 Finally Gave Gambit the Hero Moment He Deserved
- Chainsaw Man Volume 24’s Cover Art Reveals a Brand-New Denji
- 46 Years Later, The Mandalorian & Grogu Answers A Major Empire Strikes Back Question
- 10 Worst End-Game Couples In Sitcom History
- HoI4 fans harsh reactions to the announcement of another DLC pack
- DoorDash responds after customer uses AI to make food look bad and get a refund
- Gold Rate Forecast
- Emily Henry Says to ‘Trust the Vision’ For Beach Read Adaptation
- Katanire’s Yae Miko Cosplay: Genshin Impact Masterpiece
2026-05-30 15:21