
Over the last year or so, we’ve seen a proliferation of frameworks and protocols for agentic AI tools. There is
The post Twilio’s A2H is a new protocol that helps agents talk to humans appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Frederic Lardinois

Over the last year or so, we’ve seen a proliferation of frameworks and protocols for agentic AI tools. There is
The post Twilio’s A2H is a new protocol that helps agents talk to humans appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• B. Cameron Gain

The often-misunderstood controversies regarding Prometheus and OpenTelemetry arise more from technical incompatibilities that have since been resolved. Without going into
The post Prometheus and OpenTelemetry finally play nice appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Frederic Lardinois

OpenClaw, NanoClaw, and the various other personal AI agents that are all the hype right now can quickly burn through
The post Anthropic: You can still use your Claude accounts to run OpenClaw, NanoClaw and Co. appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Darryl K. Taft

AI is drowning codebases in machine-written output, but without a strategic framework, we aren’t just innovating; we’re automating the creation
The post Beyond vibe coding: the case for spec-driven AI development appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Cristina Dias

On-call work is a fact of life for IT operations (ITOps) teams, but as systems complexity and business pressure mount,
The post Is your on-call rotation quietly burning out top talent? appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Bill Doerrfeld

AI agents have become the software industry’s latest fascination. Backed by large language models (LLMs), this new class of AI
The post 6 agentic knowledge base patterns emerging in the wild appeared first on The New Stack.

The Docker run command is a great introduction to running containers. It’s simple, it’s quick, and it’s fairly easy to
The post Simplify managing your Docker compose files with this handy tool appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Emmanuel Akita

The transition from running machine learning models in Colab notebooks to operational, high-traffic applications requires significant changes in infrastructure setup.
The post From notebooks to nodes: Architecting production-ready AI infrastructure appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Jennifer Riggins

AI is the epitome of moving fast and breaking things. But where has the rigor gone, asks Thoughtworks CTO Rachel
The post The “funhouse mirror”: How AI reflects the hidden truths of your software pipeline appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Frederic Lardinois

Anthropic on Tuesday launched Claude Sonnet 4.6, the latest version of its mainstream model. This new version promises to almost
The post Anthropic’s new Claude Sonnet 4.6 promises Opus-level coding at Sonnet pricing appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Charles Humble

“The API landscape is a mess, and very few people understand it,” Kin Lane, API industry veteran and founder of
The post Your AI strategy is built on layers of API sediment appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Jessica Wachtel

Installing packages globally isn’t always a good idea. Different tools inside an application can require specific versions of features, functions,
The post Python virtual environments: isolation without the chaos appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Steven J. Vaughan-Nichols

At FOSDEM 2026 in Brussels, Belgium, Daniel Stenberg, creator of the popular open source data transfer program, cURL, described AI as
The post cURL’s Daniel Stenberg: AI slop is DDoSing open source appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• David Eastman

In a blog earlier this February, Snyk engineers said they scanned the entire ClawHub (the OpenClaw marketplace) and found that
The post OpenClaw is being called a security “Dumpster fire,” but there is a way to stay safe appeared first on The New Stack.

There are over 1,000 Linux distributions on the market. Throw a rock into the tech pond, and I guarantee that
The post HackerOS is what a Linux enthusiast’s OS should be appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Darryl K. Taft

Arcjet this week released v1.0 of its JavaScript SDK, moving it from beta to a stable, production-ready API. Arcjet’s security
The post Arcjet reaches v1.0, promises stable security for JavaScript apps appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Frederic Lardinois

A lot of the hype around agents has been around writing code, but what if you could have an agent
The post GitHub’s Agentic Workflows bring “continuous AI” into the CI/CD loop appeared first on The New Stack.

The agentic AI race is on, and most organizations are at risk of losing it. Not because they lack ambition,
The post Why 40% of AI projects will be canceled by 2027 (and how to stay in the other 60%) appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Todd R. Weiss

AI agents are all the rage in enterprises today. CEOs and CTOs want them brought into their businesses ASAP to
The post How to ground AI agents in accurate, context-rich data appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Nick Lucchesi
Dynatrace is experiencing a major moment in its history. It’s expanding from an observability platform what might be described as
The post The reason AI agents shouldn’t touch your source code — and what they should do instead appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Darryl K. Taft

The latest iteration of the TIOBE Index of programming languages indicates that more specialized languages are creeping up on Python’s
The post Statistical language R is making a comeback against Python appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Tushar Madaan

In the race to deploy generative AI, most enterprises have mastered “text RAG” to chat with PDFs and spreadsheets. However,
The post Your RAG System is probably image-blind, but it doesn’t have to be appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Darryl K. Taft

With its Visual Studio Code (VS Code) January 2026 release (v1.109), Microsoft is making the code editor “the home for
The post VS Code becomes multi-agent command center for developers appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Frederic Lardinois

OpenAI’s new GPT-5.3-Codex-Spark model is a bit of a departure for the company’s family of Codex software development models: its
The post OpenAI’s new Codex Spark model is built for speed appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Manav Khurana

The software industry reached an inflection point in November and December 2025. Three breakthrough AI model releases, Gemini 3 by
The post How intelligent orchestration transforms software innovation appeared first on The New Stack.

Technical debt is an inevitable byproduct of software development as complexity grows. However, unlike stateless application code, the stateful nature
The post The hidden reason database debt is ten times harder to fix than code appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Cynthia Dunlop
“Great system…now please make it 10 times cheaper.” That’s not exactly what the ShareChat team wanted to hear after completing
The post ShareChat hit a billion features per second, then it had to make it 10x cheaper appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Nick Lucchesi
Matan-Paul Shetrit puts it bluntly: “If you generate slop, I’m not blaming the AI, I’m blaming you.” As Director of
The post You can’t fire a bot: The blunt truth about AI slop and your job appeared first on The New Stack.

Imagine you could use an operating system that’s as easy as ChromeOS, while also being as powerful as Linux. What
The post Bluefin Linux: ChromeOS simplicity meets Linux power appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Cristina Dias

Major service outages are becoming more frequent, more severe, and taking longer to resolve. According to recent survey data, the
The post Your infrastructure is evolving, but is your operational framework still stuck in the past? appeared first on The New Stack.