Kubernetes Just Got A Chatty New Assistant, And It Speaks Fluent YAML
Red Hat has introduced an open-source Model Context Protocol (MCP) server for Kubernetes and OpenShift, allowing AI coding assistants to interact directly with cluster resources using natural language. Unlike wrappers that execute command-line utilities, this Go-based tool connects directly to the Kubernetes API server, delivering high-performance, RBAC-enforced cluster troubleshooting and resource management.
How Policy-as-Code Prevents Misconfigurations in IaC Pipelines
Cloud breaches don’t start with zero-days; they start with a bad configuration. More often than not, just a tiny misconfiguration like a public bucket, open
CNCF Explores Solutions to AI Infrastructure and Inference Scaling Challenges
Picture this: your AI model suddenly gets 1,000 times more requests overnight, then drops to almost nothing the next day. Welcome to the headache that’s
Spacelift: Policy-Driven IaC Automation for Terraform at Scale
Terraform is easy to get along with when you start small. A team can define its infrastructure in code, review changes in Git, and apply updates through a pretty straightforward workflow. The whole thing is clean, transparent, and easy to repeat. But as you start to scale Terraform out across an…
Hashicorp and the Real Path to AI-Driven IT Operations
AI has rapidly transitioned from being a novelty to an expected component in infrastructure and platform engineering. Across conferences, vendor updates, and architecture diagrams, everyone now highlights agents, copilots, and autonomous workflows. However, in actual operational settings, teams…
Robusta’s AI Agents Are the New Platform Engineers
Robusta CEO Natan Yellin reveals how AI agents like HolmesGPT are transforming platform engineering, automating incidents, cutting costs, and reshaping DevOps and software jobs forever.
HashiCorp Terraform Enterprise: Governing Infrastructure as Code in Hybrid Clouds
While infrastructure as code started life as a way to boost productivity for small cloud operator teams, today it is central to how large organisations tackle risk, compliance and operational hygiene for complex hybrid estates. When organizations have estates that span tens or hundreds of clouds,…
Inside Modern Infra: Kerim Satirli on Terraform, Vault Radar & AI-Safe Workflows
Kerim Satirli returns to unpack HashiCorp’s latest: Terraform Stacks, Actions, Search, Infragraph, and Vault Radar, plus AI-agent rise and supply-chain threats like Shi Hulud attack.
From Zanzibar to SpiceDB: Rethinking Access Control at AuthZed
AuthZed CEO Jake Moshenko unpacks relationship-based access control, explaining SpiceDB’s Zanzibar roots, fine-grained policy modeling, and how treating auth as data improves scale, caching, and agility.
From Kubernetes Costs to AI Bot Wars – Why Serverless Needs WebAssembly
Discover Fermyon CEO Matt Butcher’s insights on serverless at scale, WebAssembly’s cost and speed advantages, AI-driven challenges, and the CNCF Spin project’s future.
GitOps vs. DevOps: Key Differences Explained
GitOps and DevOps are two complementary strategies for managing software delivery. Although they’re often used together, they’re independent techniques with different aims. GitOps refers to the use of Git repositories as the single source of truth for your projects, whereas DevOps describes a…
How Spacelift Can Improve Your Infrastructure Orchestration
Automating infrastructure has transformed how businesses manage resources, making your organization more efficient while reducing errors. Without a proper system in place to guard your automations, they can quickly spiral out of control, eliminating control in favor of speed. This is where…
