Operations | Monitoring | ITSM | DevOps | Cloud

MCP vs. CLI for AI-native development

Summary: The CLI vs. MCP question is really a question about where you are in the development loop. CLIs fit the inner loop: fast, local, zero overhead. MCP servers fit the outer loop: external systems, shared infrastructure, structured access. Most teams need both. AI has put a new kind of scrutiny on developer tooling. When a developer works alongside an AI coding assistant, the tools that assistant can reach, and how it reaches them, directly affect the quality and speed of the work.

What is Ambient AI in Healthcare? Revolutionizing Clinical Care, Efficiency, and Outcomes

You probably use ambient AI every day without even knowing it. When your Apple Watch is telling you to stand up after sitting too long, your CGM recommends you eat a snack, or even when your smart home lights dim around the time you go to bed, every night…that’s ambient AI. Among other things, ambient AI is there to help you stay healthy, tracking what you do in the background and making decisions based on your previous actions and preferences.

Global Industrial Leader Coordinates Severity 1 Incidents with Clarity and Speed

“The first 15 minutes of a Sev-1 incident often determine the next 15 hours.” For a multi-billion dollar global industrial leader, managing Severity 1 incidents across a complex, distributed infrastructure is a high-stakes operation. When systems go down, the impact is felt instantly across production lines and global logistics.

Resolve's Agents of IT podcast - S2Ep5 - Ari's Hot Takes #itautomation #claude #aiautomation #ai

In this episode of Agents of IT, Ari Stowe and Ian Coppock unpack the recent Claude outage and what it reveals about our growing dependence on AI at work. From developers suddenly returning to Stack Overflow to the infrastructure challenges behind AI scaling, the conversation explores what happens when AI becomes critical enterprise infrastructure. They also discuss how organizations should prepare for AI outages, why “stampede adoption” is the new reality of AI releases, and what resilient, multi-agent architectures could look like going forward.

Static and Dynamic Tagging in N-central and N-sight

Static and Dynamic Tagging in N-central and N-sight In this demonstration, N-able Head Nerd Jason Murphy shows how tag management helps teams organize devices, prioritize support, and streamline day-to-day operations across customer environments. You will see how static and dynamic tags are used to identify VIP devices, track onboarding status, reflect SLA tiers, and create rule-based views that stay accurate as environments change.

Shadow AI and the Coming Workplace Reckoning (w/ Kay Firth-Butterfield)

In this episode of The DEX Show, we’re joined by Kay Firth-Butterfield, the world’s first Chief AI Ethics Officer and former Head of AI at the World Economic Forum. From human rights law and human trafficking to Davos and large language models, Kay traces her remarkable journey into AI governance. We explore shadow AI, workplace “hallucinations,” AI companions, and the hidden risks leaders are underestimating. Kay shares why organizations need cross-functional AI governance, stronger guardrails, and far better training — and why the future of work may depend as much on the humanities as technology.

The bare metal problem in AI Factories

As AI platforms grow in scale, many of the limiting factors are no longer related to model design or algorithmic performance, but to the operation of the underlying infrastructure. GPU accelerators are key components and are responsible for a large part of the total system cost, which makes their continuous availability and stable operation critical to the output and efficiency of the entire AI platform.

Why Your NOC Will Ignore AI

Imagine you are driving to work and a yellow check engine light flickers on your dashboard. The car feels fine. It accelerates normally, there is no strange noise, and the temperature gauge is steady. What do you do? If you are like most people, you keep driving. You might make a mental note to look at it later, but you don't pull over on the highway and call a tow truck.