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

MCP’s biggest update removes the machinery many servers were built around

Orange and yellow Ethernet cables connected to network equipment in a crowded server rack.

The biggest update to the Model Context Protocol (MCP) since its launch is almost here. Lead maintainers froze the release

The post MCP’s biggest update removes the machinery many servers were built around appeared first on The New Stack.

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

Microsoft and Google DeepMind agree on AI control — but not on who holds it

Over two days this month, two of the most credible people in the industry published framework manifestos on X. Microsoft

The post Microsoft and Google DeepMind agree on AI control — but not on who holds it appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Mandi Walls

5 ways SRE AI agents are set to augment human capabilities

Abstract dark green digital particle wave visualization representing SRE AI agents and system data.

In digital operations management, AI agents give organizations a competitive edge by reducing incident volume and accelerating recovery. The potential

The post 5 ways SRE AI agents are set to augment human capabilities appeared first on The New Stack.

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

Stop correcting AI code. Build the system agents need.

Abstract digital glitch art with fragmented red, blue and black shapes, representing AI-driven software development and coding disruption.

If software engineers are no longer writing code, what are they doing? That’s the question on millions of minds.  AI

The post Stop correcting AI code. Build the system agents need. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Debora Cambe

5 steps to build great service architecture and operational resilience

Glowing wireframe geometric structure resting in a dark digital vortex, representing complex service architecture and operational resilience.

When operations teams get an alert, three questions need to be answered before any action can take place:  Without a

The post 5 steps to build great service architecture and operational resilience appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Arjun Iyer

How routing keys isolate Kafka consumer tests on a shared broker

Abstract dark digital background with glowing blue light streaks and binary data, representing high-speed Kafka event streaming and data routing.

A change to a service that consumes from Kafka is not validated until it has run against the real system:

The post How routing keys isolate Kafka consumer tests on a shared broker appeared first on The New Stack.

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

Microsoft, Nvidia, Meta and 22 others defended open weights. Anthropic and OpenAI didn’t sign.

American flag beside the U.S. Capitol under dramatic pink clouds, with translucent red and blue overlays across the dome.

The fight over open-weight AI entered a new round over the last week. On July 22, White House officials accused

The post Microsoft, Nvidia, Meta and 22 others defended open weights. Anthropic and OpenAI didn’t sign. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

Opus 5 costs a third of the price — and that’s actually the problem

Abstract layered landscape with wave patterns, a rigid orange grid layer, and traditional cloud textures, symbolizing structured data pipelines and probabilistic AI system monitoring.

On Friday, Anthropic launched Opus 5, the latest iteration of its heavyweight model. Arriving just two months after Opus 4.8

The post Opus 5 costs a third of the price — and that’s actually the problem appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

Jensen Huang made his first X post. He used it to lobby Washington about open-weight AI.

Nvidia CEO Jensen Huang used his first post on X to share a public letter backing frontier open-weight models. Signed

The post Jensen Huang made his first X post. He used it to lobby Washington about open-weight AI. appeared first on The New Stack.

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

Anthropic’s Opus 5 is almost Fable 5

Anthropic launched Opus 5 on Friday, the latest version of what used to be the company’s flagship model (before the

The post Anthropic’s Opus 5 is almost Fable 5 appeared first on The New Stack.

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

What really happened in the Hugging Face breach

Abstract digital artwork with distorted neon blue, purple and pink light reflected across angular surfaces.

According to OpenAI, the Hugging Face security breach was an “unprecedented cyber incident, involving state-of-the-art cyber capabilities.” Critics may disagree. Back

The post What really happened in the Hugging Face breach appeared first on The New Stack.

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

AWS, Google Cloud, Microsoft Azure, and Cloudflare now all offer agent sandboxes. None built them the same way.

Colorful grid of translucent blocks surrounded by glowing blue fiber-optic strands against a dark background.

Google Cloud announced it had put Cloud Run sandboxes into public preview earlier this month at WeAreDevelopers World Congress in

The post AWS, Google Cloud, Microsoft Azure, and Cloudflare now all offer agent sandboxes. None built them the same way. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Carly Page

Alert fatigue is breaking SOCs. Sumo Logic says it has a way out.

Mobile alerts

The instinct is almost universal: When something goes wrong, security teams reach for more data. The belief is that if

The post Alert fatigue is breaking SOCs. Sumo Logic says it has a way out. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Woody Evans

Test data wait times are slowing AI adoption more than code ever did

Abstract digital visualization of vibrant data streams colliding against a vertical barrier and shattering into particles, representing pipeline friction.

We removed friction from code delivery and exposed a bigger one: test data delays. For years, the software delivery conversation

The post Test data wait times are slowing AI adoption more than code ever did appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

OpenAI and Anthropic both speak at once with dueling voice updates

Abstract turquoise sound-wave lines on a dark green background.

OpenAI and Anthropic both rolled out major voice updates on Thursday afternoon, but the frontier AI labs seem to be

The post OpenAI and Anthropic both speak at once with dueling voice updates appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

Nvidia’s new DNA model learns what token prediction misses

DNA double helix

The AI industry has largely focused on language-based approaches, using transformers trained on massive datasets to predict words or fill

The post Nvidia’s new DNA model learns what token prediction misses appeared first on The New Stack.

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

“We love the world where we can use both”: How NVIDIA thinks about local and frontier models

The models small enough to run on the box on your desk are getting good enough that the interesting question

The post “We love the world where we can use both”: How NVIDIA thinks about local and frontier models appeared first on The New Stack.

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

Cursor, Ramp, and Meta are all building model routers — but two have major model ambitions themselves

A minimalist illustration of a branching circuit tree, with a central microchip at the base connecting upward through layered nodes and pathways to multiple endpoints at the top, depicting the concept of AI model routing.

Cursor, the AI coding tool recently acquired by Elon Musk’s SpaceX in a $60 billion all-stock deal, has launched a

The post Cursor, Ramp, and Meta are all building model routers — but two have major model ambitions themselves appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jenny Morris

Personalization is a ranking problem — architecture makes it work

Monochromatic abstract 3D geometric render of overlapping twisting fins, representing real-time ranking architecture and AI signal pipelines.

Every product team is chasing the same moment: The user opens a page and thinks, this understands me. A shopper

The post Personalization is a ranking problem — architecture makes it work appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Ekaterina Okuneva

How regulated organizations can increase AI code velocity safely

Abstract dark digital loop with neon purple and orange light representing continuous AI code verification.

Many industries are excited about the possibilities AI opens up for software development. Still, for regulated industries, there’s something extra

The post How regulated organizations can increase AI code velocity safely appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Emmanuel Akita

Can prompt caching tame RAG costs without sacrificing accuracy?

Abstract dark digital wave distortion with chromatic aberration representing production RAG system tension and AI infrastructure scaling.

The AI ecosystem is drowning in tutorials on how to build a retrieval-augmented generation (RAG) app in five minutes. The

The post Can prompt caching tame RAG costs without sacrificing accuracy? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

White House accuses Moonshot of siphoning Anthropic data

The White House in 2023

Top White House technology official Michael Kratsios on Wednesday accused Chinese artificial intelligence startup Moonshot of using deceptive practices to

The post White House accuses Moonshot of siphoning Anthropic data appeared first on The New Stack.

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

Agents keep changing their answers. Harness just built delivery pipelines that don’t care.

Software delivery lifecycle company (SDLC) Harness wants to put agents through the same pipelines and controls that all application code

The post Agents keep changing their answers. Harness just built delivery pipelines that don’t care. appeared first on The New Stack.

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

OpenAI built support agents for its own customer service line, now it hopes big enterprises will trust them too

Illustration of a robot with a headset and antenna sitting between empty office cubicles, with a phone handset and looping white cables running around it, depicting an AI agent standing in for a human customer support worker.

The general consensus emerging across the AI and industrial spheres is that the models themselves are no longer the bottleneck

The post OpenAI built support agents for its own customer service line, now it hopes big enterprises will trust them too appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

“Every few months, a new model made part of our roadmap unnecessary”: Why Mendral’s founders gave up their startup for Anthropic

Anthropic is bringing the team behind AI startup Mendral on board to strengthen Claude’s software engineering capabilities. As part of

The post “Every few months, a new model made part of our roadmap unnecessary”: Why Mendral’s founders gave up their startup for Anthropic appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

Moonshot launched Kimi K3. Then demand shut down subscriptions in 48 hours.

Two crowded corridors of pawns trying to merge into single file, creating a bottleneck.

Moonshot AI became the latest AI company to discover that launching a popular model is only half the battle. Less

The post Moonshot launched Kimi K3. Then demand shut down subscriptions in 48 hours. appeared first on The New Stack.

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

Single-pass AI code isn’t dead, but “high-reasoning” is the next frontier

Ask an AI model what comes next after “bacon-double”, and the return is fairly unanimously “cheeseburger.” It’s a pattern-matched, single-pass

The post Single-pass AI code isn’t dead, but “high-reasoning” is the next frontier appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

Microsoft is building an AI stack it doesn’t fully own — on purpose

Colorful digital static resembling TV signal noise, evoking uncertainty over how AI agents like ChatGPT Work and Claude Cowork manage control, state, and data.

Microsoft and Mistral are deepening their partnership with a multibillion-dollar agreement focused on enterprise AI infrastructure. The goal is to

The post Microsoft is building an AI stack it doesn’t fully own — on purpose appeared first on The New Stack.

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

Block built a Slack for AI agents — and gave each one its own passport

Block on Tuesday launched Buzz, a free, open-source workspace meant to give people and AI agents a Slack-like service for

The post Block built a Slack for AI agents — and gave each one its own passport appeared first on The New Stack.

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

Google ships 3 new Gemini models. Just not the one everyone’s waiting for.

Google on Tuesday launched three new Gemini models: Gemini 3.6 Flash, a cheaper and faster 3.5 Flash-Lite, and 3.5 Flash

The post Google ships 3 new Gemini models. Just not the one everyone’s waiting for. appeared first on The New Stack.