AWS and Ripple test Amazon Bedrock AI to speed up XRP Ledger log and code analysis

On January 8, 2026, Amazon Web Services and Ripple were reported to be testing Amazon Bedrock's generative AI to improve monitoring and analysis of the XRP Ledger's system logs. The effort targets XRPL's globally distributed C++ infrastructure, where more than 900 nodes each generate tens of gigabytes of logs, and aims to cut incident investigations from multi-day efforts to just a few minutes. AWS engineers outlined a pipeline that ingests logs and code into services such as Amazon S3, Lambda, SQS, CloudWatch, and EventBridge so AI agents can better detect anomalies and explain network behavior.