Operations | Monitoring | ITSM | DevOps | Cloud

From RCA to Autonomous Ops: The Future of AI in Observability | Big Tent S3E7

SREs are famously skeptical of AI — so how do you convince them to trust agents in production? In this episode of Grafana’s Big Tent, Tom Wilkie talks with Spiros Xanthos (Resolve AI), Manoj Acharya (Grafana Labs), and Cyril Tovena (Grafana Assistant team) about agent-first observability. They unpack knowledge graphs, LLM reasoning, autonomous debugging, pricing models, and the “Claude Code moment” for observability. Is autonomous production ops closer than we think?

Block Builder: a new Mimir Component (Mimir Community Call February 2026)

At today’s community call, we will hear from David Grant, one of the engineers who has brought a new component, the Block Builder, into Mimir. Using the Ingest Storage architecture in Mimir 3.0, the Block Builder takes over the block-building responsibility from the Ingester. This feature is experimental in Mimir today, but is rolling out to production inside of Grafana Labs now. This is a great time to introduce the component, discuss the motivation, and show where it fits in the larger architecture.

Grafana 12.4 TL;DR - The Final 12.x Release

As the final minor release in the Grafana 12 series, 12.4 builds on our shift toward scalable, as-code workflows and a dramatically improved user experience. From bi-directional Git workflows to smarter dashboard layouts and stronger governance controls, this release is all about helping teams move faster with less friction.

Grafana 12.4 release: faster and easier data visualization, observability as code updates, and more

As we gear up for Grafana 13, the next major release of the open source data visualization platform that we’ll announce at GrafanaCON this April, our engineering team is still shipping some powerful new features along the way. Case in point: Grafana 12.4 is officially here, and there’s a lot to be excited about. The latest minor release includes a ton of updates that help you build and design dashboards faster than ever, as well as manage and scale those dashboards seamlessly over time.

The Grafana Cloud identity blueprint: balancing security and scale

If you've ever rolled out Grafana Cloud to a growing engineering organization, this pattern may sound familiar: Everything feels simple at first. You invite a few teammates, give them access, and dashboards start appearing. Then the team grows. Then the number of stacks grows. Over time, a model that once felt fast and empowering starts to feel risky, difficult to understand, and even harder to undo. This post is about avoiding that moment.