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

IBM’s new Granite 4.2 models add reasoning and stay dense

On Tuesday, IBM launched the latest family of its open-weight Granite large language models (LLMs). Weighing in at 3 billion,

The post IBM’s new Granite 4.2 models add reasoning and stay dense appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Megan Carnegie

How telemetry pipelines keep AI agent costs under control

Abstract neon pink and purple angular pathways interlock against a dark geometric background.

As enterprises move from experimenting with AI to running autonomous agents in production, an infrastructure problem is emerging: rising telemetry

The post How telemetry pipelines keep AI agent costs under control appeared first on The New Stack.

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

Anthropic gives chat and Cowork one memory

On Tuesday, Anthropic launched a major update to how Claude remembers things. The new system combines Claude’s memory in Cowork

The post Anthropic gives chat and Cowork one memory appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Matt Coons

Tokenmaxxing is out. How to minimize AI spend without sacrificing security capability.

Dark abstract 3D digital wireframe grid symbolizing AI security detection architecture and data filtering.

Security teams are discovering that the most capable AI models cost too much to run on routine, high-volume work, and

The post Tokenmaxxing is out. How to minimize AI spend without sacrificing security capability. appeared first on The New Stack.

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

Perplexity’s Computer agent can now run locally — if you can afford it

Perplexity, in partnership with Nvidia, has taken Computer, its agentic AI assistant, and brought it to the desktop in the

The post Perplexity’s Computer agent can now run locally — if you can afford it appeared first on The New Stack.

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

OpenAI built a chip in nine months. Then it let AI rewrite the code.

silicon wafer up close

When OpenAI unveiled Jalapeño, its first custom inference chip, in June, the company made some big promises. The chip, developed

The post OpenAI built a chip in nine months. Then it let AI rewrite the code. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Taylor Luttrell-Williams

CLI or IDE? Build in verification first

Abstract dark red digital grid texture representing AI code verification loops and developer workflow checks.

The argument over where AI coding agents belong,  in an integrated development environment (IDE) or at the command line interface

The post CLI or IDE? Build in verification first appeared first on The New Stack.

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

“You can rent a feature, but you can’t rent a foundation”: why MotherDuck bought the startup already powering its data pipelines

An abstract illustration of colorful neon circuit-like lines with connector nodes on a dark background, depicting the concept of data pipelines

What do you do when a technology you’ve become dependent on belongs to someone else? You buy the startup behind

The post “You can rent a feature, but you can’t rent a foundation”: why MotherDuck bought the startup already powering its data pipelines appeared first on The New Stack.

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

AI agents are spreading fast. Their rules are still catching up.

An isometric illustration of a person sitting at a desk with a glowing red monitor, positioned in the center of a complex, blue-walled labyrinth to represent the overwhelming nature of disparate data systems.

AI agents are already inside the enterprise, but the rules for controlling them haven’t caught up yet. Some 86% of

The post AI agents are spreading fast. Their rules are still catching up. appeared first on The New Stack.

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

Junie now runs entirely offline. Can you spare a 64 GB M5 Mac?

Open Macbook glowing with vivid blue, pink, purple and orange light against a dark background.

While most AI coding tools default to cloud-hosted models, local model runtimes have become a viable alternative for developers who

The post Junie now runs entirely offline. Can you spare a 64 GB M5 Mac? appeared first on The New Stack.

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

Ox Alpha’s real mystery isn’t who built it

Thousands of short horizontal lines flow in sweeping waves, shifting from turquoise and blue to purple and magenta.

Everybody wants to know who built Ox Alpha. But developers using the anonymous coding model with their own private code

The post Ox Alpha’s real mystery isn’t who built it appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Nick Lucchesi

Anthropic’s Playground vs. OpenAI’s: The week-old tool beat the six-year incumbent

Empty playground at night with a slide and tall poles illuminated by a sweeping pink light trail.

On August 18, Anthropic replaced its Workbench, the prompt-testing tool in its developer Console, with Playground. Anthropic did more than

The post Anthropic’s Playground vs. OpenAI’s: The week-old tool beat the six-year incumbent appeared first on The New Stack.

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

Grok Bot vs. Hermes: Where each draws the security boundary

Abstract white horizontal lines bend into flowing waves and sharp curves across a black background.

Put several AI bots to work, and a mistake by one may not stay within its assigned task. For example,

The post Grok Bot vs. Hermes: Where each draws the security boundary appeared first on The New Stack.

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

Thomson Reuters trained its own AI model. Then it kept using Anthropic’s anyway.

Pixeliota from Unsplash

Thomson Reuters has developed its own AI model for legal, tax and compliance work, trained on the company’s proprietary professional

The post Thomson Reuters trained its own AI model. Then it kept using Anthropic’s anyway. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Felipe Cardeneti Mendes

Why real-time AI at scale is so hard

Abstract dark digital render of tangled glowing red and cyan wires, symbolizing real-time AI infrastructure congestion and system latency.

Real-time AI at scale is harder than it looks. Pipelines that hum along in development routinely hit problems in production.

The post Why real-time AI at scale is so hard appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Zeen Rachidi

One pull to wipe them all

A small rowboat floating alone on a dark stormy sea with lightning, representing AI agent security risks and software supply chain vulnerabilities.

Q Developer is a free extension that lets a coding agent read a project, propose changes, and run commands on

The post One pull to wipe them all appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Jason Bloomberg

The open mainframe: the keystone of the end-to-end digital enterprise

Abstract dark digital mesh with glowing red and cyan geometric blocks representing open mainframe enterprise architecture.

In the first article in this series, I discussed how the Open Mainframe Project (OMP) and its open-source framework, Zowe,

The post The open mainframe: the keystone of the end-to-end digital enterprise appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Zeen Rachidi

Securing sandboxes: What happens when AI agents escape containment?

Abstract digital wireframe network grid with glowing blue nodes and dramatic red lighting representing AI agent containment.

On July 16, the team at Hugging Face noticed something weird moving through their production systems: An intruder that was

The post Securing sandboxes: What happens when AI agents escape containment? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Ory Team

Six identity capabilities for securing autonomous AI agents

Dark abstract digital glitch texture representing network security tension and autonomous AI agent risks

The artificial intelligence landscape has reached a pivotal inflection point. Over the past several years, the paradigm has shifted from

The post Six identity capabilities for securing autonomous AI agents appeared first on The New Stack.

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

Spline rebuilt its entire 3D editor. Then it handed the keys to Claude Code.

An illustrated eye with a keyhole at its center, surrounded by concentric digital rings — evoking surveillance, identity security, and the human element in cybersecurity.

Spline released V2 on Thursday, a complete rebuild of its 3D editor that enables external coding agents to work directly

The post Spline rebuilt its entire 3D editor. Then it handed the keys to Claude Code. appeared first on The New Stack.

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

Anthropic brings Mythos 5 to its Claude Security vulnerability scanner

Earlier this year, Anthropic launched Claude Security, an enterprise tool that helps development teams scan their codebase for security vulnerabilities

The post Anthropic brings Mythos 5 to its Claude Security vulnerability scanner appeared first on The New Stack.

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

Anthropic’s new browser tool doesn’t actually run a browser

Abstract digital art of glowing cyan and magenta data particles flowing along curved paths on a dark background, representing network traffic and cloud infrastructure.

Anthropic launched a new Browser Use tool that gives Claude a structured view of a web page in addition to

The post Anthropic’s new browser tool doesn’t actually run a browser appeared first on The New Stack.

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

Forget the model wars, Stripe and Ramp just started the router wars

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

The post Forget the model wars, Stripe and Ramp just started the router wars appeared first on The New Stack.

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

Grok, Claude, and Hermes agents get job titles — and persistent permissions

Illustration of blue retro robots with orange eyes working at computers, repeated in a crowded pattern.

Your next AI coworker may look like a chatbot, but underneath their name, face, and job title will be something

The post Grok, Claude, and Hermes agents get job titles — and persistent permissions appeared first on The New Stack.

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

Claude Opus 5 scored 30% on ARC-AGI-3. Wrapped in Nvidia’s AVO, it hit 100%.

Nvidia first introduced its Agentic Variation Operators (AVO) general-purpose coding agent system in late March 2026. The company has now

The post Claude Opus 5 scored 30% on ARC-AGI-3. Wrapped in Nvidia’s AVO, it hit 100%. appeared first on The New Stack.

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

Most coding agent benchmarks skip large-scale refactoring. Not this one.

AI coding agents still struggle with large-scale refactoring, with the best model achieving only a 41.2% resolve rate on a

The post Most coding agent benchmarks skip large-scale refactoring. Not this one. appeared first on The New Stack.

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

GitHub added 3 million CPU cores. It still couldn’t keep up with your commits.

Per month, GitHub now sees 2.9 billion commits, 130 million merged pull requests, and 24 million new repos. Back in

The post GitHub added 3 million CPU cores. It still couldn’t keep up with your commits. appeared first on The New Stack.

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

Google’s AI coding agent just escaped its own IDE

A silhouette leans through an open doorway into a bright blue sky, casting a long beam of light across a dark blue floor; an artistic metaphor for solving the AI paradox.

When Google launched Antigravity in November 2025, it was on the premise that developers could hand an entire coding task

The post Google’s AI coding agent just escaped its own IDE appeared first on The New Stack.

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

Debian just proposed banning AI code. Here’s why it matters for open source developers & maintainers.

The board behind open source operating system Debian has tabled proposals for and against the use of LLM-assisted contributions in

The post Debian just proposed banning AI code. Here’s why it matters for open source developers & maintainers. appeared first on The New Stack.

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

Slack makes it easier to install agents built with third-party tools

Slack on Thursday rolled out Add to Slack, which lets users more easily bring the agents they’ve built with ten

The post Slack makes it easier to install agents built with third-party tools appeared first on The New Stack.