
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

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

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.

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

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

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.

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

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

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

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 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

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

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 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.

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 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

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

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.
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

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.
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• Ekaterina Okuneva

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.
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• Emmanuel Akita

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.
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• Amanda Caswell

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.
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• Adrian Bridgwater

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 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

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 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

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.
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• Amanda Caswell

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 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 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.