Operations | Monitoring | ITSM | DevOps | Cloud

Datadog acquires Adaptive ML

Off-the-shelf models are easy to deploy, but they are rarely enough to solve complex, domain-specific challenges in production. The key to sustained AI value is not in the models themselves but in the ability to tune, evaluate, and refine those models against your organization’s real-time signals. We are excited to announce that Adaptive ML is joining Datadog to accelerate this vision by combining our deep observability data with their expertise in building specialized, high-performance AI agents.

Upsun Dispatch is available in prerelease

When we introduced Upsun Dispatch last week, we said we were building the platform layer for everything around the code. Today, you can apply to join as a founding design partner. Starting July 1, 2026, a number of engineering organizations will join us in prerelease. This is a selective, high-touch collaboration with teams who want to help shape what comes next. If you missed the introduction, you can catch up on Upsun Dispatch here.

Introducing Atatus MCP Server: Connect AI Agents to Your Observability Data

AI coding assistants like Claude, Cursor, Codex, GitHub Copilot have become standard tools in the modern engineering workflow. Developers use them to write code, generate tests, and review pull requests. But when something breaks in production, these assistants hit a wall: they have no access to your actual system state. They can reason about logs, traces, and metrics. They just can't see yours.
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Avantra 26: A Breath of Fresh Multi-Tenant AIR

There's a crackle and spark in the air at Avantra lately, and I'm so pleased to be writing this bit on what we've accomplished with the Avantra 26 release. Automated root cause analysis, multi-tenant management support for Cloud ALM, enhanced security operations and financial operations monitoring BTP - it's all there, and more. It's an exciting and innovative release for Avantra!

SSIS Data Flow Components 5.0: New Features, API Updates, and Expanded Platform Support

We are thrilled to announce the release of SSIS Data Flow Components version 5.0. This release includes updates across database connectors, cloud services, and APIs. It adds new objects, improves data type support, introduces new authentication options, and expands API coverage for more than 20 platforms.

Grafana 13.1 release: observability as code updates, extending Grafana Assistant across more data sources, and more

Earlier this year, Grafana 13 laid the groundwork for making it easier and faster than ever to turn your data into actionable insights. With our latest minor release, Grafana 13.1, we're building on that foundation, expanding observability as code, bringing Grafana Assistant to more data sources, and streamlining the everyday workflows teams rely on to visualize, analyze, and act on their data. Download Grafana 13.1 Below are just some of the highlights from Grafana 13.1.