A context-aware LLM agent built directly into Grafana Cloud: Introducing Grafana Assistant

Grafana Assistant, introduced at GrafanaCON 2025, is a new AI-powered agent integrated into Grafana Cloud designed to assist users in navigating and solving challenges within Grafana. This context-aware tool, developed from an internal hackathon project, enables users to ask natural language questions about observability, explore data, and make changes across their stack directly within the Grafana interface. The assistant is tailored for tasks such as learning, support, research, and dashboard creation, leveraging its deep integration to provide context-specific best practices and perform multi-step investigations. With an evolving architecture influenced by Grafana's open-source roots, the project addresses challenges of accuracy and flexibility by employing strategies for error correction and continuous improvement. Early developments have been promising, and users are invited to participate in a private preview to help refine the tool's capabilities.

Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.