India, Nov. 11 -- Kubernetes environments are becoming harder to manage as applications spread across clusters and infrastructure becomes more dynamic. When an incident occurs, engineering teams may need to connect signals from events, logs, traces and other systems before they can identify the cause. That can slow response and put application reliability at risk.

New Relic is addressing this challenge with its New Relic Autopilot Kubernetes Agent, a specialised AI agent designed to investigate complex cluster incidents, identify root causes and generate remediation code for engineers to review and execute. The product is now available in public preview.

The launch builds on New Relic Autopilot, its broader fleet of SRE agents for inves...