Why Every DevOps Engineer is Suddenly Learning MCP
Before they were everywhere, developers spent ages stitching systems together, one by one. APIs changed everything. MCP wants to do the same for AI.
The New Convergence: How Value Stream Mapping is Rewiring Product, Platform and DevOps for 2026 and Beyond
Value Stream Mapping (VSM) has re-emerged as the connective tissue that unifies product management, operations and architecture.
NVIDIA Research Bets on Code, Not Tool Calls, to Fix AI Spatial Reasoning
NVIDIA’s SpatialClaw uses code, not tool calls, to boost AI spatial reasoning by 11.2 points across 20 benchmarks and six model sizes.
Anthropic Brings Live, Shareable Artifacts to Claude Code
Anthropic adds live, shareable Artifacts to Claude Code, allowing teams to view AI coding sessions as real-time, interactive pages.
You Cannot Fake Flow: What Organizations Get Wrong About Value Delivery
Most organizations that have invested heavily in Agile and DevOps share a puzzling experience. Deployment frequency is up. Teams are busy. Dashboards are green. And yet value still queues. Strategy still takes months to reach the customer. Feedback still arrives too late to change anything important. Flow coach Marnus Marx has a name for this […]
Why the RAMpocalypse is the Next Frontier for DevOps, not the End of the Line
Ultimately, it’s up to developers to decide what to take from this RAMpocalypse. But if they choose to embrace the lessons it’s teaching us about optimisation and embed it as a core discipline with teams, they could reap the rewards.
GitHub Retires Its Free AI Model Playground — What Developers Need to Know
GitHub is retiring GitHub Models, closing it to new customers. Existing users can continue for now; Azure AI Foundry is the path forward.
What Five Localization Pull Requests Revealed About Open Source Governance: A Field Report on Open Source’s i18n Infrastructure Gap
If you maintain an OSS (Open Source Software) project, audit your contribution workflow this week. Could a new contributor add a language without asking basic questions? If not, the next merge is not blocked by translators. It is constrained by the project’s current design.
Microsoft Enlists AWS to Help GitHub Handle Explosive Growth in AI Development
Microsoft has reportedly begun using Amazon Web Services to provide additional computing capacity for GitHub as a dramatic rise in AI-assisted software development places unprecedented demands on the coding platform. The news is unexpected from Microsoft, which has spent years positioning Azure as the destination for GitHub’s long-term infrastructure. Since acquiring GitHub in 2018, Microsoft […]
Anthropic Hits Pause on Claude Agent SDK Billing Change, For Now
Anthropic paused its Claude Agent SDK billing overhaul hours before launch. Here’s what changed, why, and what IT leaders should track now.
Respect and Trust as DevOps Engineering Disciplines
Respect and trust are DevOps engineering disciplines. They shape flow, quality, security, reliability, and adaptation.
Moonshot AI’s Kimi K2.7-Code Targets Token Efficiency in Agentic Coding
Moonshot AI’s Kimi K2.7-Code offers 30% lower token usage and a 21.8% coding benchmark gain — here’s what DevOps teams need to know about the open-source release.
GitHub Removes PAT Requirement for Agentic Workflows
GitHub Agentic Workflows can now use GitHub Actions’ built-in GITHUB_TOKEN instead of a personal access token (PAT). That means developers no longer need to create, store, or rotate a PAT to run agentic workflows, eliminating both the operational hassle and the security risks that come with managing long-lived tokens at scale.
From Pilots to Performance: Why Enterprise Flow is the New Competitive Advantage
Flow: Not a buzzword, but a discipline. Those that master it will be the ones that turn transformation ambition into transformation results.
Using Bicep Modules to Build Enterprise-Grade Azure Infrastructure
Azure Bicep has become the preferred IaC language for Azure because it’s declarative, simple, modular and deeply integrated with the Azure platform.
Shift Left to the Developer’s Machine: Building Local Git Security Gates
Shift left to the developer’s machine. The principle is what matters: Stop secrets before they ship. The tooling is a means to that end.
Still Using API Keys for Your AI Agent? Here’s When it’s Time to Upgrade
API keys got you here. They won’t get you where you’re going. OAuth isn’t a future upgrade. It’s the foundation your agents should have been built on from the start.
Carbon-Aware DevOps: Turning CI/CD Pipelines Into Emissions-Controlled Workloads
This article examines how a Carbon-Aware DevOps strategy can help optimize CI/CD pipelines for sustainability by reducing their carbon footprint while also decreasing costs and meeting the increasing demand for innovative, eco-friendly solutions.
GitLab Previews Revamped DevOps Platform for the Agentic AI Era
At Transcend 2026, GitLab launched updates to optimize its DevOps platform for AI-generated code, featuring Next Gen Source Code Management, GitLab Orbit, and an AI Governance framework.
Survey Surfaces Emerging DevOps Bottlenecks in the AI Coding Era
New Black Duck survey reveals AI coding tools boost developer productivity but create critical bottlenecks in manual reviews, code rework, and security vulnerabilities.
The Hidden Cost of AI Code: Keeping Quality Up With Production
AI accelerated code delivery, but the bigger change is in who’s building software, how much is being built and what it takes to trust it.
Cloudflare Acquires VoidZero to Advance Open Source Vite Ecosystem
Cloudflare this week acquired VoidZero, the maintainer of open source tools such as Vite, Vitest, Rolldown, Oxc, and Vite+ that are used widely to build web application frameworks. Rita Kozlov, vice president of product management for Cloudflare, said this acquisition will ensure the financial stability of a set of open source tools that play a […]
Why the Software Development Tools you Choose Directly Affect Your CI/CD Reliability
The software development tools you choose shape your CI/CD pipeline reliability in ways that only surface months later. Learn what to evaluate before adoption.