Ripple Reveals Plans to Improve XRP Ledger Security Using AI

Ripple has shared a new plan to improve the security of the XRP Ledger by leveraging AI for its development and testing processes. 

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Per the disclosure, the firm plans to use AI testing, a dedicated red team, codebase improvements, and better ecosystem collaboration to maintain security as the network grows. 

These efforts follow a series of major upgrades pushed by the broader XRPL developer community between December 2025 and February 2026, many of which introduced features for attracting more institutions.

Key Points

• Ripple recently announced that it will use AI to proactively detect and fix vulnerabilities in the XRP Ledger before they reach production.
• The firm introduced AI-driven development tools, continuous adversarial testing, and a red team that has already identified 10+ bugs.
• Ripple is also improving the XRPL codebase structure and collaborating with groups like XRPL Foundation and XRPL Commons to improve overall network security.
• Between December 2025 and February 2026, the XRPL developer community pushed multiple major upgrades, including Permissioned Domains, to target institutional adoption.
• Ripple confirmed its next XRPL release will focus entirely on bug fixes and system improvements.

Ripple Moves to Improve XRPL Security with AI Integration

Notably, the announcement came from Ayo Akinyele, Senior Director of Engineering at RippleX, in a blog post published on March 26, 2026, where he explained how the network is preparing for its next stage of growth.

Akinyele said XRPL will move toward a more proactive, AI-based system that can find and fix issues before they reach production. This plan includes AI-supported testing, a dedicated red team, and stricter checks for code updates and amendments. 

For context, the XRP Ledger has been running continuously since 2012, acting as a base for global payments, real-world asset issuance, and financial tools used by institutions. Over time, it has processed more than 100 million ledgers and handled over 3 billion transactions.

However, Akinyele pointed out that systems like XRPL naturally become more complex over the years. Earlier design choices, assumptions from when the network was smaller, and older coding patterns still affect how it works today. This is common for long-running systems, but it means ongoing improvements are necessary.

We’re taking a more proactive, AI-driven approach to strengthening XRPL security.

That includes AI-assisted testing across the development lifecycle, a dedicated red team, and higher standards for how changes are evaluated before they go live.

As XRPL scales to support global…

— J. Ayo Akinyele (@ja_akinyele) March 26, 2026

As the XRPL continues to grow in size and importance, Ripple noted that keeping it secure and stable demands constant work. The company emphasized that maintaining a strong foundation is important, especially for a system used in global finance.

Steps Behind the XRPL Security Upgrade

Ripple has leveraged several major steps for this approach. Specifically, the company is now using AI throughout the development process, including code scanning, reviewing updates, and mapping risks. AI also helps simulate extreme scenarios that would be hard to create manually.

A dedicated AI-supported red team now studies the XRPL codebase continuously and focuses on how different parts of the system work together in real situations. 

The team uses advanced testing methods, including fuzzing and simulated attacks, to find weaknesses early. So far, they have identified more than 10 bugs, though only low-risk issues have been made public, and all are being fixed.

Ripple is also working on improving the structure of the XRPL code itself. This includes fixing issues like weak type safety, inconsistent feature behavior, and unclear system rules. These updates seek to make the system easier to understand and more reliable over time.

Ripple Working With the Wider XRPL Community

Ripple highlighted that security in a decentralized system depends on many participants, not one company. It has expanded its work with groups like XRPL Commons and XRPL Foundation, along with independent researchers, validators, and external security firms.

This helps cover more areas and reduces the chances of missing problems. Ripple has also increased its standards for approving updates by requiring multiple security checks, expanding bug bounty programs, and running attack simulations to test new features.

The company plans to set security rules for future updates, working with XRPLF to make sure every change meets strict requirements before going live. It also plans to stay open with the community by sharing findings and lessons to help improve the network as a whole.

Recent XRPL Updates and What Comes Next

These plans come after several major XRPL updates between late 2025 and early 2026. On Dec. 10, 2025, the developer community released rippled v3.0.0, which introduced five major fixes on system stability, oracle ordering, MPT and escrow accounting, AMM clawbacks, and ledger metadata.

In January 2026, five major fixes were activated with over 97% consensus. Then, on Feb. 4, 2026, the Permissioned Domains (XLS-80) update went live with more than 91% consensus. This added tools for controlled access and compliance, targeting institutional adoption.

Further updates followed, including the Permissioned DEX amendment on Feb. 18, 2026. Meanwhile, rippled v3.1.0, released in January 2026, introduced SingleAssetVault and LendingProtocol features, but both are still under validator voting at press time.

Meanwhile, Ripple said its next XRPL release will focus only on fixing bugs and improving the system, without adding new features. The company wants to improve the network step by step to ensure the XRPL remains reliable and ready to support global financial use for many years.