This article showcases how Resolve AI assists engineers in troubleshooting and optimizing their workflows. It covers specific use cases like fixing deployment failures, debugging frontend errors, and improving API performance. Each example highlights practical applications relevant to engineering challenges.

Grafana Assistant, recently released in public preview, enhances the efficiency of developers and users by simplifying query writing, log interpretation, and dashboard creation within Grafana Cloud. It offers contextual assistance and automates repetitive tasks, significantly reducing the time spent on debugging and onboarding processes. This integrated chat agent aims to streamline observability workflows and improve overall productivity.