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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.

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.

Why Businesses Invest In Automated Returnable Asset Tracking

Businesses invest in automated returnable asset tracking because manual methods simply cannot keep up with the volume of pallets, crates, kegs, and containers moving through a modern supply chain every day. Automated systems attach a sensor, tag, or code to each container so it reports its own location and status instead of requiring someone to search for it, count it, or chase it down by phone. That shift reduces financial losses from missing equipment, frees up staff who would otherwise spend hours locating containers, and gives finance and operations teams a reliable way to track returnable assets across all their sites.

Reactive vs. Proactive Pest Management: Which Approach Reduces Operational Overhead and Costs

Operations and IT leaders who read this site spend their days thinking about uptime, monitoring dashboards, and the cost of unplanned downtime. Pest management rarely shows up on that radar, yet the underlying logic is identical: a system left unmonitored eventually fails at the worst possible moment, and the cleanup always costs more than the prevention would have.