
Voice agents have a latency problem that shows up as soon as they have to do real work. Within five
The post OpenAI’s voice model doesn’t think. That’s the point. appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

Voice agents have a latency problem that shows up as soon as they have to do real work. Within five
The post OpenAI’s voice model doesn’t think. That’s the point. appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Meredith Shubel

AWS published a new Step Functions pattern this week that gives AI agents a role in airline rebooking while keeping
The post AWS agents will suggest your new flights. Code decides what gets booked. appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

Bolt.new, StackBlitz’s browser-based AI development platform, is testing a new trade with developers: more coding-model usage in exchange for training
The post Bolt is giving developers 50x more compute. But there’s a catch. appeared first on The New Stack.

What if engineers could spend their time building and optimizing systems rather than maintaining them? It’s 3 a.m., and the
The post Agents operate, humans govern: Scale your operations and reduce toil with Azure SRE Agent appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Zeen Rachidi

The engineer who knew why that cloud instance existed has left the company. The instance is still running, the bill
The post How to attach an owner to every cloud resource you find appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Shubham Pampattiwar

It’s 2 a.m., and you’re restoring a PostgreSQL cluster from last night’s backup. Its data directory lives on one PersistentVolumeClaim
The post Kubernetes 1.36 restores a lost guarantee for database backups appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

Claude Fable 5.1 just won a new coding benchmark despite failing more than six out of 10 times. Its 38.8%
The post AI’s best coding agent fails 60% of the time — and the data backs it up appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

Running an LLM on your PC is easy enough, but putting an agent to work there is a different story.
The post Perplexity’s new agent runs entirely on your GPU — with one expensive catch appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Steve Fenton

Since they arrived on the scene, a great swathe of the software industry has pinned its hopes on AI tools,
The post Your AI coding spend bought 25% more output. Duplication rose 81%. appeared first on The New Stack.

Everyone knows the open-weight model pitch by now: companies can download the weights, customize them, run them on infrastructure of
The post Chinese AI models dominate OpenRouter’s US token consumption. It can now guarantee that traffic stays entirely in the US. appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Abhilash Rao Mesala

An LLM can answer the same question a thousand times and charge you each time. Before paying for another answer,
The post Why an old caching trick is your secret to lower LLM costs appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Tim Koopmans

Last October, the P99 conference — the online gathering for developers focused on high-performance, low-latency applications — featured a cracking
The post Chip Huyen explains how to cut inference costs without new hardware appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Adrian Bridgwater

Enterprise AI company Cohere announced North Small Translate last week, a mixture-of-experts (MOE) open-weight machine translation model that works across
The post “Machine translation is still broken for most of the world’s languages”: Cohere builds non-reasoning for a reason appeared first on The New Stack.

A diff is not evidence. It’s a statement of intent. The tests passed. The review’s done. The change is live.
The post It passed CI. It passed your evals. The customer still got the wrong answer. appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Mohit Bansal

Anthropic’s Model Context Protocol (MCP) went into production in late 2024. It spread rapidly after that. Since then, thousands of
The post Why MCP security is about permissions overhaul appeared first on The New Stack.

OpenAI has hired the founders of Git AI, an open-source tool that tracks how much code is written by AI
The post “Same mission, bigger stage”: OpenAI hires Git AI founders to help Codex prove its ROI appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Anirudh Ramanathan

Anthropic recently published its AI-Native SDLC Playbook. Its central claim is that “code is no longer the bottleneck.” When agents
The post The AI-native SDLC won’t be one process appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Matthew Burns

I’m Matt Burns, Chief Content Officer at Insight Media Group. Each week, I round up the most important AI developments,
The post Jacob Coxon warns AI could kill us all. Anthropic’s own report exposes safety gaps. appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

OpenAI rolled out its Agents API in public beta Thursday, opening the backend behind Codex to developers looking to run
The post OpenAI’s researchers burned $7,000 a day on AI agents — now it’s opening the floodgates appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

AI companies have spent the last few years competing to build the best models, faster than the other, with each
The post OpenAI’s safety system is already cutting off API responses mid-task appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Meredith Shubel

This week, Cohere released North Small Translate 1.0, but enterprises that want to deploy its open weights in production won’t
The post Cohere says AI sovereignty matters — except it just gated its new translation model for commercial use appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Bill Doerrfeld

Welcome to the first edition of Road to KubeCon, where we’ll track the world of Kubernetes as we approach KubeCon
The post Kubernetes v1.37 brings 67 enhancements. Which matter for operators? appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Prashant Kumar Singh

On any compute platform, when a security alert fires, the question is always the same. Which workload talked to that
The post How AWS Lambda logs every flow across thousands of microVMs per host with eBPF and Rust appeared first on The New Stack.

Amazon Web Services (AWS) has released a new open-source application dubbed Pizza Bot, which gives developers an email-style inbox for
The post AWS open-sources Pizza Bot: email-style inbox for background AI agents appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

Building an AI voice agent has always been clunkier than it seems. Most voice agents are really a chain of
The post OpenAI split a voice model’s brain. Then one team deleted 23,000 lines of code. appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Adrian Bridgwater

Salesforce introduced its Salesforce Enterprise AI Harness on Thursday as a formalized amalgamation of the AI harness concepts and infrastructure
The post “Six tools, one harness”: Salesforce loops together a six-pack of favorites appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Meredith Shubel

This week, Anthropic acknowledged that the three cyber incidents it disclosed this summer weren’t just the result of a misconfigured
The post “Valuable warning shots”: How Anthropic now views Claude’s cyber incidents appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Amanda Caswell

In 2020, Shopify made a bet that resonated across the developer world by writing mobile code once in React Native
The post Shopify spent years on React Native — then rebuilt everything in 12 weeks appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Meredith Shubel

When OpenAI launched GPT Images 2.5 this week, the company promised better results for a common editing task: changing one
The post GPT Images 2.5 promises edits that leave the rest of your image alone appeared first on The New Stack.
The New Stack | DevOps, Open Source, and Cloud Native News
• Meredith Shubel

This week, Mistral announced it raised €3 billion in a Series D funding round, pushing its post-money valuation past €21
The post Mistral wants open-weight AI to compete at the frontier. It just raised $3.5 billion to do it. appeared first on The New Stack.