The first few years of generative AI in software development felt like a series of increasingly impressive magic tricks. We The post The AI Verification Bottleneck: Developer Toil Isn’t Shrinking appeared first on The New Stack.

If you ship AI applications, you have probably noticed that the questions are changing. Enterprise security questionnaires now include AI-specific The post A Field Guide to 2026 Federal, State and EU AI Laws appeared first on The New Stack.

For over 15 years, Kin Lane, co-founder and chief community officer (CCO) for open source API foundation Naftiko, has been The post Map Your API Landscape To Prevent Agentic AI Disaster appeared first on The New Stack.

It was Monday morning when our analytics team started noticing something wrong. Customer transaction volumes had apparently skyrocketed over the The post The Weekend Our Pipeline Processed the Same Data 47 Times appeared first on The New Stack.

When HashiCorp changed the licenses of Terraform and many of its other products from open source MPL 2.0 to the The post Forks, Clouds and the New Economics of Open Source Licensing appeared first on The New Stack.

Refactoring used to be limited to a fixed set of transforms hardwired into IDEs. If the one you needed wasn’t The post How To Use LLMs for Continuous, Creative Code Refactoring appeared first on The New Stack.

Too often, GitOps becomes a victim of its own success. One cluster and one Argo CD instance quickly sprawl into The post How To Scale GitOps Without Hitting the ‘Argo Ceiling’ appeared first on The New Stack.

One of the big AI development trends of last year was the shift to on-device inference, in many cases using The post New Mobile SDK Brings Low-Code Development to On-Device AI appeared first on The New Stack.

As generative artificial intelligence (GenAI) capabilities evolve, software architects and developers face critical decisions about when to use GenAI-based solutions The post When To Use GenAI: A Practical Decision Framework appeared first on The New Stack.

Agent builders are finding that sometimes the easiest way for an agent to do its job is to simply give The post The Key to Agentic Success? BASH Is All You Need appeared first on The New Stack.

If 2025 was “the year of type checking and language server protocols” for Python, will 2026 be the year of The post Python: What’s Coming in 2026 appeared first on The New Stack.

Enterprises experimenting with large language models (LLMs) often encounter the same challenges once pilot projects move into production. Infrastructure costs The post Build Cheaper, Safer, Auditable AI with SLMs and RAG appeared first on The New Stack.

In the future dreams of Large Language Models, there will be no need for human intervention and they will write The post Beyond Python: Why LLMs Need More Stable, Open Source Code appeared first on The New Stack.

You’ve may have heard that Arch Linux isn’t exactly the easiest Linux distribution to install or use. What if I The post Manjaro Is Arch Linux for Newbies appeared first on The New Stack.

“AI for the Enterprise: The Playbook for Developing and Scaling Your AI Strategy” is a new ebook I wrote for The post 4 Questions To Help You Translate AI Theory Into Practice appeared first on The New Stack.

The API platform Postman announced Thursday it has acquired Fern, a developer experience company that helps developers ship API documentation The post Postman Adds Open Source Documentation and SDK Products appeared first on The New Stack.

In today’s AI rush, I’ve seen even the most disciplined organizations find it nearly impossible to enforce the hard-won lessons The post The Hidden Cost Killing Your Innovation Strategy appeared first on The New Stack.

If you’ve ever built more than a quick prototype with AI tools like Lovable or Replit, you’ve likely felt the The post The One Mistake That Weakens Every AI-Generated App appeared first on The New Stack.

While big models captured all the early glory with their larger context windows, greater parameters and more power, the reality The post Open Source Retrieval Infrastructure Can Fix AI’s Production Gap appeared first on The New Stack.

Tailwind CSS, the popular CSS framework, laid off three engineers — 75% of its engineering team — on Monday. In The post Tailwind Creator Says AI Played a Role in Downsizing appeared first on The New Stack.

Do you have too many Docker containers running? A quick check of my home lab and on just a single The post Free Dockhand Tool Simplifies Docker Container Management appeared first on The New Stack.

Database support provider is donating a database management tool for Kubernetes environments to the . For Kubernetes environs, the newly The post OpenEverest, a Tool To Manage Multiple Databases on Kubernetes appeared first on The New Stack.

Google Kubernetes Engine (GKE) Agent Sandbox is a new Kubernetes extension designed to run workloads, such as AI agents, that The post Google Cloud: A Deep Dive into GKE Sandbox for Agents appeared first on The New Stack.

The observability provider Honeycomb has named its recent offering for private cloud — eponymously called Private Cloud. It is largely The post Honeycomb’s ‘Private Cloud’ Is Largely About OpenTelemetry, AI and AWS appeared first on The New Stack.

After 20 years in software, full-stack developer Yaniv Soussana is tired of complexity in React-based JavaScript frameworks. So the creator The post A New JavaScript Framework? In this Economy? appeared first on The New Stack.

Even as AI offloads repetitive tasks and accelerates learning and productivity, you hear more anecdotes every day about AI systems The post Unify the Data Stack for AI With Incremental Cloud Migrations appeared first on The New Stack.

Over the past few years, I’ve reviewed thousands of APIs across startups, enterprises and global platforms. Almost all shipped OpenAPI The post Why Most APIs Fail in AI Systems and How To Fix It appeared first on The New Stack.

Most organizations are ending 2025 with tangible AI wins. Developers are shipping code faster, costs are down and leadership is The post 3 Ways Enterprises Can Scale AI Gains in 2026 appeared first on The New Stack.

As enterprises push deeper into AI-driven automation, the conversation is moving from simple task automation to truly autonomous, resilient workflows. The post Autonomous, Resilient Workflows: How Close Are They to Reality? appeared first on The New Stack.

IBM, the venerable tech company, has been on an acquisition binge in the last few years, buying and , and The post Human Cognition Can’t Keep Up With Modern Networks. What’s Next? appeared first on The New Stack.

In “Battle-Tested Tips for a Better NoSQL Migration,” I shared my top strategies for planning, executing and de-risking a NoSQL The post Lessons Learned From Real-World NoSQL Database Migrations appeared first on The New Stack.

In a Kubernetes cluster, CPU and memory requests are both a cost dial and a reliability dial. They’re how you The post From Guesswork to Guardrails: Kubernetes Container Rightsizing appeared first on The New Stack.

AI assistants have become table stakes across modern enterprise operations. Drafting emails, summarizing interactions and surfacing next-best actions are no The post Operations Shift: Assistants to Autonomous Multiagent Systems appeared first on The New Stack.

People have strong feelings about New Year’s resolutions. I know people who spend their entire December reflecting and then in The post Forget Predictions: Tech Leaders’ Actual 2026 Resolutions appeared first on The New Stack.

A recent survey by JetBrains of more than 23,000 developers found that nearly half (49%) now use AI regularly for The post Is Your AI Assistant Creating a Recursive Security Loop? appeared first on The New Stack.

Quantum computing pioneer D-Wave today announced an industry breakthrough in its approach to building and controlling its upcoming gate model The post Fewer Wires, More Qubits: D-Wave Tackles Quantum Computing’s Cable Problem appeared first on The New Stack.

With the release of “reasoning” models capable of multistep, test-time compute, the intelligence required to solve complex problems is accessible The post What It Takes To Scale AI Agents in Production appeared first on The New Stack.

This is an excerpt from Chapter 4 of “Running Virtual Machines on Kubernetes: A Practical Roadmap for Enterprise Migrations,” a The post From Pets to Cattle: The New Mindset for Managing VMs appeared first on The New Stack.

For nearly a decade, cloud architecture has been shaped by a simple rule: Keep everything stateless. AWS Lambda and other The post Serverless Cloud Architecture Is Failing Modern AI Agents appeared first on The New Stack.

AI has quietly shifted from a differentiator to a default expectation. Product roadmaps now arrive with “AI-powered” stamped on nearly The post The Hidden Engineering Cost of ‘AI Everywhere’ Product Roadmaps appeared first on The New Stack.

Did Kubernetes break up cloud party? As the co-founder and CTO of cloud native hardware company Oxide Computer Company, Bryan The post Bryan Cantrill: How Kubernetes Broke the AWS Cloud Monopoly appeared first on The New Stack.

Building on continual partnership work with the chip company, has pledged to offer “Day 0” support for Nvidia’s newly-announced Vera The post Red Hat Customizes RHEL for Nvidia’s Vera Rubin AI Platform appeared first on The New Stack.

Current attempts to centralize the increasingly fragmented data ecosystem — which is distributed across vendors, infrastructure, architectures, and tooling — The post Data in 2026: Interchangeable Models, Clouds, and Specialization appeared first on The New Stack.

You know the drill: Each month your organization’s cloud bill comes in, higher than the month before, despite all your The post Why Cloud Optimization Is an Engineering Problem appeared first on The New Stack.

WebAssembly made huge strides with the release of Wasm 3.0 and the component model. However, the last lap in the The post WASI 1.0: You Won’t Know When WebAssembly Is Everywhere in 2026 appeared first on The New Stack.

Happy first Monday of 2026 to The New Stack (TNS) readers! It is with great pleasure that I introduce you The post Nick Lucchesi Takes Helm at The New Stack appeared first on The New Stack.

Most interactions today follow a familiar pattern: You open a chat interface, describe your problem and wait for a response. The post The Next Era of AI: From Single User to Team Collaboration appeared first on The New Stack.

Walk into an Amazon distribution center right now and you can feel the future humming. Thousands of robots glide across The post Why Your Dashboards Are Obsolete in the Age of AI appeared first on The New Stack.

In mid-2025, a widely publicized report claimed that almost all AI pilots fail. While there’s been some debate around the The post Why So Many AI Pilots Fail and How To Beat the Odds appeared first on The New Stack.

I once worked with a boss who would refer to hiring job candidates as “getting married.” Are we ready to The post Tech Hiring in 2026: The Rise of the Specialist appeared first on The New Stack.

For OpenAI employees, asking a question even as seemingly simple as how many ChatGPT Pro users it has in one The post Kepler: OpenAI’s Internal Agent Platform for Synthesizing Data appeared first on The New Stack.

Recent breakthroughs in AI have caught the eyes of executives who are eager to realize new efficiencies through automation. Though The post Why APIs Are the Missing Link for Truly Autonomous AI Agents appeared first on The New Stack.

Network Attached Storage (NAS) options are everywhere, and you can pay a pretty penny for a solution. Attached to a The post OpenMediaVault, a Linux-Based Solution for Building a NAS appeared first on The New Stack.

Linux creator Linus Torvalds made a different kind of appearance recently, on a YouTube show hosted by Canadian tech enthusiast The post Linus Torvalds Gets Candid About Windows, Workflows, and AI appeared first on The New Stack.

AI agent development is booming. Ninety percent of enterprises are actively adopting AI agents, according to , and Gartner predicts The post Is Agentic Metadata the Next Infrastructure Layer? appeared first on The New Stack.

I have spent the last couple of years watching the database landscape move through waves of excitement and disappointment. Vectors, The post Why AI Workloads Are Fueling a Move Back to Postgres appeared first on The New Stack.

In the face of AI-driven constant change, what advice would you give to those entering the tech industry next year? The post Advice for People (Still) Entering the Tech Industry in 2026 appeared first on The New Stack.

If there’s something we realized in 2025, it’s that AI is an amplifier of human-led software development teams — not The post In 2026, AI Is Merging With Platform Engineering. Are You Ready? appeared first on The New Stack.

As AI tools become increasingly integrated in many industries across all levels, there has been a quiet but undeniable shift. The post How To Build a Developer Career When the First Rung Is Gone appeared first on The New Stack.

Gentoo was that Linux distribution that every user strived to build, so they could wear it as a badge of The post MocaccinoOS Is a More User-Friendly Version of Gentoo Linux appeared first on The New Stack.

As fast as the old year passes, it’s been heartening to see people preserving the work of those who came The post Technology We Saved and Tech We Lost in 2025 appeared first on The New Stack.