Operations | Monitoring | ITSM | DevOps | Cloud

"Show me all EC2 instances that are public." One question. About 10 minutes. Manually, the same answer is a 10-day job. In this clip, the CloudQuery AI assistant works it out live: it finds the EC2 instances table, reads the schema, identifies public_ip_address as the field that signals public exposure, and queries for every instance that has one. It comes back with 2 running public EC2 instances — instance type, public IP and DNS, private IP, VPC, subnet and tags for each — and flags that both are reachable from the internet, subject to security group rules.

ChatGPT’s Reddit citations reportedly went from making up as much as 15% of its sources to essentially 0%. So what changed? We break down why Reddit is becoming less visible in AI search, how ChatGPT appears to be changing the way it finds information, and why more citations are now coming directly from documentation, help centers, and company websites. And yes — this is the same Reddit ecosystem that helped give us the infamous “put glue on your pizza” AI answer.

Microsoft took 233 days to patch CoSnitch — a one-click Copilot exploit that needs no click at all. And the researchers who found it never wrote an exploit. They asked Copilot to explain why the attack was impossible, and it told them how to do it. Martin Reynolds and Adam Arellano are joined by Matthew Tanner — 30 years shipping software, from NHS critical systems to national-scale financial redress — for the week in AI and software delivery.

3 a.m., the pager fires, and the runbook describes a service that shipped three versions ago. Ask the agent what the cluster actually has instead. Runbooks go stale because clusters change faster than documentation does. Every deploy, every new service, every renamed alert widens the gap between what is running and what is written down.

They’re gonna need some context.

JFrog’s Package Traffic Controller (PTC) intercepts an organization’s public package traffic at the network layer and routes it through JFrog, so JFrog Curation policies and audit logging apply to every intercepted install without changing how developers work.

You don't need a complete compliance program on day one to make real progress on CRA. You need to close the most visible gaps first. This video covers where to start: None of this is CRA-specific busywork. It's the same foundation most mid-sized software companies need regardless of the framework.

Adrian Moore, Head of IT Customer Support at the University of the West of England, supports 50,000 students and 5,000 staff across a complex mix of professional services, academic researchers, and student devices. In this testimonial, he shares how Ivanti Neurons for ITSM and Ivanti Neurons for ITAM — used together for over a decade — have fundamentally changed how his team delivers IT support.

How many virtual machines are actually running across your clouds right now? With CloudQuery it's one question and about 2 minutes. By hand, it's closer to 2 hours. In this Ask CloudQuery episode we run the exact same request two ways.

Your competitive edge isn't the model; it's the data that only you have. Sonal Pardeshi, Head of AI Product at Splunk, explains why teams building on general-purpose models keep arriving at the same generic outcomes, and what changes when agents are grounded in your own machine data and your own governance. AI Toolkit and Agent Launchpad let teams build and run agents against your grounded data.