Operations | Monitoring | ITSM | DevOps | Cloud

Knowledge Graph as context for LLMs: demonstrating decisive RCA and faster production performance

On the product team here at Grafana Labs, we consider AI agents our users, too. That’s why we set out to test how well agents can debug incidents across the full stack, and how much better they perform with Grafana Cloud’s Knowledge Graph vs. using raw telemetry alone. Our early results are promising. In one real incident we replayed 16 times each way, an agent with Knowledge Graph context found the correct root cause 15 times, compared with just once using raw telemetry alone.

Meet the official UptimeRobot CLI.

Managing monitors has meant one of two things: the dashboard, or writing your own API calls. There is now a third. The official UptimeRobot CLI is live on npm, and it drives every monitor, incident, and status page in your account from the shell you already have open. It is free, open source under Apache 2.0, and works on every plan including the free one.

Built-in Action Connectors in InvGate Service Management: What They Do

InvGate Service Management includes a no-code workflow builder that helps teams automate processes such as onboarding, access requests, and offboarding. Built-in Action Connectors extend those workflows beyond the platform, allowing them to retrieve information from external tools or trigger actions in them instead of stopping when another system is involved. You can keep processes moving across the tools your teams already use, reducing manual steps and keeping related actions connected.

Private cloud vs. Public cloud: Which delivers greater control and flexibility?

As businesses evolve in today’s digital landscape, the need for efficient and scalable computing resources has become paramount. In the early days of the Internet, large corporations would build or rent out large data centers to run their applications and serve customers. This was great as they could use dedicated hardware and expand as they pleased.

10 Tools To Build Visibility in AI-Driven Answers in 2026

People increasingly ask AI assistants for recommendations before they ever open a website, and Google now answers a large share of searches with an AI Overview. When the assistant names a few options, those are the brands that get considered. Most people never scroll to the sources behind the answer.

Three Types of Software to Utilize in the Fulfillment and Delivery Process

As a business grows, keeping track of orders can get a little bit messy. Fast. What worked when you were shipping a few dozen orders a day may not work when you're dealing with hundreds. Suddenly, your team is checking several spreadsheets, answering customer emails about missing orders, and trying to work out what's happening in the warehouse.

Operationalising Video Quality: A Reliable Pipeline for Enhancement and HDR Delivery

Video quality work is often treated as a creative exception: someone notices a soft clip, uploads it to a tool, downloads a result and sends it on. That approach works until the organisation has dozens of files, multiple delivery targets and no record of which settings produced which output. At that point, enhancement becomes an operations problem.