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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 ...
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 ...
SDLC Data Governance Critical as AI Systems Outpace Human Oversight
As adoption of agentic AI accelerates, with limited human participation, the question has shifted from how fast teams can ship software to what was shipped, why it changed, what influenced those decisions ...
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 ...
IaC Isn’t Dying. AI Makes it More Important
AI-generated infrastructure code is arriving faster than most organizations can absorb it. The organizations that invested in platform quality first are the ones pulling ahead. Every few years, someone declares that Infrastructure ...
AWS Previews iOS App to Manage Kiro AI Coding Workflows
Amazon Web Services (AWS) this week made available, via an early access program, an iOS application through which application developers can start sessions and approve changes made by the Kiro AI coding ...
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 ...

