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

Console Connect strengthens Google Cloud connectivity with new global locations

Console Connect has expanded its cloud ecosystem with four additional Google Cloud locations, bringing our total to 69 locations worldwide. This growth across three continents gives customers even more options to directly and securely connect to Google Cloud Platform (GCP) from strategic data centre hubs in key international markets, helping enterprises simplify and scale their direct access to GCP wherever they operate. New GCP locations include.

The Anti-Zombie, Battle-Tested Guide To AI FinOps: 10 Insights

When CloudZero’s CTO Erik Peterson joined the FinOps Weekly podcast in October 2025, he didn’t hold back. Instead of going on about the usual best practices of AI cost optimization, he posed challenges to how we approach AI spending. From “zombie AI experiments” eating your budget to why you should stop apologizing for using AI, these 10 insights from the podcast are worth considering in how we approach AI FinOps. (Watch the full podcast below and keep reading for more!)

What Are Kubernetes Nodes? Everything You Need To Know

A key advantage of Kubernetes for container management is its high scalability. Kubernetes nodes are directly involved in this, and they can significantly impact your efficiency, cost-effectiveness, and service availability. This guide provides an in-depth look at Kubernetes nodes, including types of nodes and operational best practices.

Supercharge Developer Productivity with the New Harness Code Experience

Smarter PR Reviews: Inline comments, keyboard shortcuts, and faster diffs reduce context switching. Optimized for Scale: Instant file tree and change listing performance even in large monorepos. Seamless Navigation: Effortlessly move between branches, commits, and repos without losing context. Unified Design System: A consistent, intuitive UI across the entire Harness platform. At Harness, we know developer velocity depends on everyday workflow.

Building LLM agents to validate LangGraph tool use and structured API responses

Transitioning LLM agents from intriguing prototypes to reliable, production-grade solutions introduces a unique and significant challenge: the inherent stochasticity of LLMs. Unlike conventional software, where inputs predictably yield precise outputs, an LLM’s response can exhibit variability even when presented with identical prompts. To ensure the dependability of your LLM agent, you will need a rigorous validation strategy.

Industry Reports Agree: DevOps is the Key to Unlocking AI's Potential

Recent industry research shows that AI is accelerating code creation, but having mixed results downstream. They also show that better platforms and pipelines yield better outcomes for teams adopting AI for coding. Every engineering leader I talk to is asking the same questions about AI coding assistants: How much faster can we ship? How much more productive can my developers be? On the surface, the answers look pretty good.

Eng Intelligence | Cortex

Unlock the power of Engineering Intelligence with Cortex. In this video, we explore how engineering teams can leverage data, insights, and best practices to improve developer productivity, accelerate software delivery, and scale platform engineering. What you’ll learn in this video: Cortex delivers visibility across your entire ecosystem—helping teams adopt best practices, reduce bottlenecks, and align engineering with business outcomes.