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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

Infra Assistant in Puppet: Talk to Your Infrastructure with Natural Language

Improve productivity and get critical insights faster — no Puppet experience required. Infra Assistant is a natural language interface for interacting with Puppet data and services, saving time and making critical insights available faster than ever. Powered by Perforce Intelligence, Infra Assistant helps teams increase efficiency, reduce manual effort, eliminate bottlenecks, and unlock the goldmine of data on your infrastructure — all while maintaining enterprise-grade security and compliance.

AWS Vs. GCP: Which Platform Offers Better Pricing?

Although Amazon Web Services (AWS) still holds about a third of the cloud services market, Google Cloud Platform (GCP) has grown rapidly in recent years. Among the reasons for GCP’s rapid adoption is its simpler pricing structure compared to Amazon Web Services and Microsoft Azure. Is that really the case? And how do AWS and GCP pricing differ? But first, a quick background.

Infrastructure Management: Containers vs Virtual Machines

Trends in tech come and go, but certain underlying primitives stick around forever. In software, two such primitives are virtual machines and containers. Virtualization paved the way for the cloud to become massive. Data centers would likely never have been commercially viable without it. While still relatively new, containerization has already made a serious mark on the software engineering world.

GitKraken Desktop 11.2: Merge Conflicts, Meet AI (and More Dev-Quality-of-Life Wins)

We’ve been steadily building something powerful into GitKraken: AI that understands your code and your context. In recent releases, GitKraken AI has already helped you: Now, in version 11.2, it’s tackling one of the most frustrating parts of your day: merge conflicts.

Azure CDN for Static Assets, APIs, and Front Door

If your users are spread across the globe but your servers are sitting in Virginia, you’ll probably hear complaints about slow load times, especially from places like Australia. CDNs fix this by caching static assets closer to where your users are. Azure CDN does exactly that, and it fits well if you're already using Azure services. You can hook it up to Blob Storage, App Services, or your origin. This guide covers how to set it up, what to expect, and how to know it’s working.

Hyperview DCIM vs. Nlyte DCIM: Which Software is Right for You?

Hyperview stands out with its transparent and flexible subscription-based pricing. Being a cloud-based solution, it eliminates hefty upfront costs often associated with traditional DCIM software. Updates and upgrades are rolled out seamlessly with zero downtime, and there are no hidden fees, making it highly budget-friendly for businesses looking to control long-term costs.

The DigitalBridge Blueprint: Marc Ganzi on Power, Capital, and the AI Revolution | Uplink | Ep.10

What fuels the AI revolution, cloud expansion, and always-on connectivity? Infrastructure. In this episode of Uplink, host Michael Reid sits down with Marc Ganzi, CEO of DigitalBridge, to explore the rise of the digital infrastructure economy. With $100B+ in assets under management, Marc and his team are building the physical foundations of the internet—from hyperscale data centers to mobile towers and subsea cables.

How SaaS Companies Can Profitably Price AI Agents

AI agents are undoubtedly exciting. What company would turn down the opportunity to use an intelligent bot that can make decisions, perform complex tasks, and take on the tedious work employees would normally have to deal with? On paper, AI agents sound like tremendous time and money-savers. The reality, however, is a bit different from the fantasy.

CVE-2025-3248: Serious vulnerability found in popular Python AI package

Researchers at Trend Micro have uncovered a critical unauthenticated remote code execution (RCE) vulnerability affecting Langflow versions prior to 1.3.0. Langflow is a Python-based visual framework for building AI applications and boasts over 70,000 stars on GitHub and over 21,000 global weekly downloads from the public PyPI upstream. Source: Cloudsmith Navigator Versions released before 1.3.0 contain a serious flaw in the code validation logic, which allows arbitrary code execution.