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The New Stack | DevOps, Open Source, and Cloud Native News
• Frederic Lardinois

Cut AI token usage by 96%? Here’s how AWS Strands Agents does it.

In this episode of The New Stack Makers, AWS developer advocate Morgan Willis demonstrates Strands Agents, an open source agentic framework with rapid adoption since its launch.

For this episode of The New Stack Makers, I sat down with AWS developer advocate Morgan Willis to talk about

The post Cut AI token usage by 96%? Here’s how AWS Strands Agents does it. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Darryl K. Taft

Anaconda acquires Outerbounds to rein in the buggy code AI agents keep shipping

A QR code formed entirely from orange ants arranged in a grid pattern on a beige background, with stray ants crawling around the edges — a visual metaphor for bugs infesting code.

Anaconda, which provides an AI-native dev platform, is acquiring Outerbounds, the company behind Metaflow, an open source AI/ML orchestration framework

The post Anaconda acquires Outerbounds to rein in the buggy code AI agents keep shipping appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jessica Wachtel

Anthropic wants to be the AWS of agentic AI

Earlier this month, Anthropic launched Claude Managed Agents in public beta. Two weeks later it added persistent memory. From this

The post Anthropic wants to be the AWS of agentic AI appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Janakiram MSV

AWS lands OpenAI on Bedrock, but Trainium is the real story

Abstract geometric illustration of floating rock formations in purple and orange gradients, representing the foundational components of Amazon Bedrock and AI infrastructure.

AWS is finally closing the gap for developers who want OpenAI models without leaving the Amazon ecosystem. Speaking at an

The post AWS lands OpenAI on Bedrock, but Trainium is the real story appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Steven J. Vaughan-Nichols

Warp’s gamble: Going open source to take on closed-source rivals

Abstract pattern of warped pink, magenta, and lime green stripes bending into a vortex-like curve.

Warp, the popular Rust-based agentic development environment, has released its client as open source. Warp began in 2022 as, believe

The post Warp’s gamble: Going open source to take on closed-source rivals appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Zohar Einy

How AI transforms your role as a platform engineer

Abstract illustration of a person standing at diverging paths surrounded by distorted clocks and chaotic arrows, symbolizing AI agent sprawl and complex developer workflows in platform engineering.

Platform engineering’s goal has always been to make engineers more self-sufficient without sacrificing standards. The best way to accomplish this

The post How AI transforms your role as a platform engineer appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jennifer Riggins

How HPE is closing the loop on cloud and AI sprawl with agentic AI

A hand reaches up to touch a Möbius-style infinity loop assembled from app interface tiles — video players, chat bubbles, notification bells and like icons — illustrating the continuous feedback cycle between orchestration, observability and remediation in closed-loop operations.

Nothing is Greenfield in an enterprise. Hybrid cloud complexity sits atop siloed teams and systems, making it nearly impossible to

The post How HPE is closing the loop on cloud and AI sprawl with agentic AI appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Frederic Lardinois

“Developer loyalty is at zero right now”: Google doesn’t care which AI coding tool you use

“Developer loyalty is at zero right now,” Richard Seroter, Google Cloud’s Senior Director and Chief Evangelist, told The New Stack

The post “Developer loyalty is at zero right now”: Google doesn’t care which AI coding tool you use appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• B. Cameron Gain

Why Broadcom is betting on a private cloud comeback

At KubeCon + CloudNativeCon Europe 2026, Broadcom leaders, Jad El-Zein, Broadcom & Myles Gray, Broadcom highlighted how VCF is adapting to support platform engineering teams, cloud-native workloads, and large-scale operations

Broadcom’s VMware Cloud Foundation (VCF) continues to evolve from a turnkey infrastructure stack to a modern app substrate. At stake

The post Why Broadcom is betting on a private cloud comeback appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Frederic Lardinois

SAS opens its analytics engine to Claude, Copilot and any AI agent with Viya MCP Server

SAS Innovate ’26 conference in Grapevine, Texas.

SAS has spent 50 years building analytics and decisioning software for regulated industries like banks, insurers, government agencies, and manufacturers.

The post SAS opens its analytics engine to Claude, Copilot and any AI agent with Viya MCP Server appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Charles Humble

Why JSON Schema matters more than ever in the age of generative AI

Stylized illustration of a winding path at night lit by a single street lamp, representing how JSON Schema guides unpredictable AI outputs.

As enterprises grapple with the unpredictability of large language models, the quietly ubiquitous JSON Schema standard is emerging as a

The post Why JSON Schema matters more than ever in the age of generative AI appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Frederic Lardinois

Sentry’s Seer Agent lets developers debug production issues in natural language

Sentry, the application monitoring and error tracking service, on Tuesday launched Seer Agent, a natural-language debugging tool that lets developers

The post Sentry’s Seer Agent lets developers debug production issues in natural language appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Doug Sillars

From system of record to system of control: How NetBox Labs is making network engineers “masters of intent.”

Minimalist illustration of a white suspension bridge leading toward a blue city skyline, symbolizing network infrastructure as a backbone for modern business.

Early internet networks were small enough that a single engineer could hold the entire system in their head. You didn’t

The post From system of record to system of control: How NetBox Labs is making network engineers “masters of intent.” appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Joe Karlsson

Why Terraform is green when your cloud is broken

A serene, dark blue night landscape with a calm lake and distant mountains under a starry sky, representing hidden infrastructure drift.

It was a Tuesday afternoon. Terraform plan came back clean. No changes. I double-checked, because the last few deploys had

The post Why Terraform is green when your cloud is broken appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Darryl K. Taft

Lovelace emerges from stealth with context engine that claims 1000x AI investigative power

Andrew Moore has spent two decades watching enterprise AI projects fail the tests that mattered most. Not the demos. Not

The post Lovelace emerges from stealth with context engine that claims 1000x AI investigative power appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Adrian Bridgwater

Microsoft-OpenAI rewrite opens the door for Anthropic and Google

ChatGPT creator OpenAI and Microsoft announced on Monday a reworking of their joint partnership agreements. The repositioning by both companies

The post Microsoft-OpenAI rewrite opens the door for Anthropic and Google appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Paul Sawers

GitHub moves Copilot to usage-based billing as AI coding costs climb

Illustration of a retro-style computer dispensing a strip of dollar bills from the screen, with coins stacked nearby, depicting usage based pricing

The rumors were true: GitHub announced today that it’s overhauling how it charges for Copilot, shifting to a usage-based billing

The post GitHub moves Copilot to usage-based billing as AI coding costs climb appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Frederic Lardinois

Why AI engineering needs old-school discipline

In this episode of The New Stack Makers, Nimisha Asthagiri of ThoughtWorks explores why many AI initiatives stall between proof of concept and production.

For this episode of The New Stack Makers, we sat down with Nimisha Asthagiri, the data and AI advisor at

The post Why AI engineering needs old-school discipline appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Darryl K. Taft

“I was tired of explaining it to somebody who was supposed to build it for me”: Meet the executives vibe-coding their own tools.

Minimalist line illustration on a yellow background showing a figure in a dark shirt with one hand raised to cover the face, suggesting frustration, contemplation, or being overwhelmed.

While software developers seem to have wholly adopted AI coding assistants, the business side of organizations — the C-suite and

The post “I was tired of explaining it to somebody who was supposed to build it for me”: Meet the executives vibe-coding their own tools. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Matthew Weier O’Phinney

What the 2026 State of Open Source report reveals about digital autonomy

Silhouette of a bare tree and a flock of birds flying across an orange sunset horizon, symbolizing digital autonomy and enterprise adaptability.

Over the past few years, digital autonomy has moved beyond architecture discussions and into executive conversations. More CIOs and CTOs

The post What the 2026 State of Open Source report reveals about digital autonomy appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Meredith Shubel

Why developers are betting on Postgres for AI

Abstract illustration of floating compasses symbolizing structured data as the ground truth for navigating reliable AI applications.

Everyone, it seems, is rushing to build AI applications and agents, seeking new tools to support everything from customer support

The post Why developers are betting on Postgres for AI appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jamie Dicken

Can your operations handle your security ambitions?

Artistic abstract illustration of a house perched on a cliff made of diverse patterns and textures, symbolizing operational maturity as the foundation for a secure software architecture.

For software companies, security is inseparable from software quality. That makes security excellence a real competitive advantage. But closing the

The post Can your operations handle your security ambitions? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Paul Sawers

GitHub veteran Brian Douglas launches Paper Compute to fix AI agent infrastructure

A stylized illustration of a computer monitor connected to a flowing stream of paper documents, with sheets appearing to move through the device as if being processed or generated, alongside a “generate” button, depicting the concepts of paper and compute costs

“Everyone’s building agents, not enough people are building the systems underneath them,” open source veteran Brian Douglas wrote on LinkedIn

The post GitHub veteran Brian Douglas launches Paper Compute to fix AI agent infrastructure appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Janakiram MSV

The disappearing AI middle class

A conceptual illustration of a professional figure standing on a precipice after stepping through a standalone red door. He gazes out over a vast, cloudy abyss with a hand to his forehead in a gesture of concern, symbolizing the uncertainty and the widening gap in the AI industry’s new "barbell economy."

In 24 hours last week, OpenAI and DeepSeek made opposite bets on what frontier AI is worth. One says it

The post The disappearing AI middle class appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Andy Anderson

Beyond prompting: How KubeStellar reached 81% PR acceptance with AI agents

Artistic illustration of a snail with a vibrant, multi-colored spiral shell, serving as a visual metaphor for the feedback loops and infrastructure layers in the AI Codebase Maturity Model for KubeStellar.

The surprise in building KubeStellar Console with coding agents was not the extent of the model’s capabilities, but the heavy

The post Beyond prompting: How KubeStellar reached 81% PR acceptance with AI agents appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Joe Karlsson

The one Slack message that proved our elite engineering team was flying blind

Abstract illustration of a blindfolded person surrounded by scattered puzzle pieces, symbolizing the confusion of flying blind in complex multi-cloud infrastructure.

Someone posted a question in Slack that seemed straightforward: What are we actually running across both cloud environments? Not what

The post The one Slack message that proved our elite engineering team was flying blind appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Kai Borgen

How to find and unlock the data hidden within videos

Illustration of a man holding a giant golden key facing a wall of keyholes, symbolizing unlocking hidden video data.

Video is everywhere in today’s world, and more video content is being pumped out than ever before. It is estimated

The post How to find and unlock the data hidden within videos appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jessica Wachtel

The debugging wars: Cursor 3 takes aim at Claude Code’s agentic edge

The Cursor we’ve come to know and love has always been an IDE with AI assistance. Working with Cursor gave

The post The debugging wars: Cursor 3 takes aim at Claude Code’s agentic edge appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jonah Kowall

Jaeger adopts OpenTelemetry at its core to solve the AI agent observability gap

Silhouette of a telescope against a starry night sky, symbolizing AI observability and tracing execution paths in Jaeger v2.

As software architectures evolve, observability tools must adapt. When the industry moved to microservices, distributed tracing became a necessity. Jaeger

The post Jaeger adopts OpenTelemetry at its core to solve the AI agent observability gap appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Matthew Burns

The real story from OpenAI’s big week is Workspace Agents, not GPT-5.5

I’m Matt Burns, Chief Content Officer at Insight Media Group. Each week, I round up the most important AI developments,

The post The real story from OpenAI’s big week is Workspace Agents, not GPT-5.5 appeared first on The New Stack.