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

GLM-5.3 didn’t change the base model — where did its coding gains come from?

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Z.ai released GLM-5.3 on Friday, a coding and agent model built from the same base model as GLM-5.2. Developers can

The post GLM-5.3 didn’t change the base model — where did its coding gains come from? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Uma Sridharan

Your container images are unsigned. In the AI era, that’s a ticking time bomb.

Dark abstract digital network grid with glowing cyan neon geometric lines representing software supply chain infrastructure.

Most organizations that know they should sign their images still don’t. Not because they disagree, but because the path to

The post Your container images are unsigned. In the AI era, that’s a ticking time bomb. appeared first on The New Stack.

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

The AI model that just scored 65% on DeepSWE isn’t the one Google promised.

Google has a new Gemini model, and no, it is not Gemini 3.5 Pro. Gemini 3.7 Flash launched Thursday as

The post The AI model that just scored 65% on DeepSWE isn’t the one Google promised. appeared first on The New Stack.

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

ChatGPT can now remember what you did on your Mac — without screenshots

OpenAI is launching a new feature for ChatGPT Work and Codex on macOS that sounds quite useful but may also

The post ChatGPT can now remember what you did on your Mac — without screenshots appeared first on The New Stack.

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

Rubrik’s lessons from one month with Mythos Preview

After it joined Project Glasswing and gained access to experiment with Mythos Preview, security and AI company Rubrik learned it

The post Rubrik’s lessons from one month with Mythos Preview appeared first on The New Stack.

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

DeepSeek open sources an agent harness where everything is a plugin

DeepSeek on Thursday open sourced the DeepSeek Harness, a new agent runtime for developers. The Node.js-based harness is now available

The post DeepSeek open sources an agent harness where everything is a plugin appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Hafiz Hassan

Why your AI pipeline costs 10x more after the demo

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Every token has a price. The problem is that most AI systems don’t reveal the bill until they reach production.

The post Why your AI pipeline costs 10x more after the demo appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Ankit Jain

Code review is a taste problem

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Code review is becoming the most important decision-making surface in software engineering, and it’s outgrowing the diff. The assumption was

The post Code review is a taste problem appeared first on The New Stack.

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

Five European companies just agreed to buy AI compute that doesn’t exist yet

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Mistral AI, the French AI company that built its reputation releasing open-weight models, wants companies to use its infrastructure even

The post Five European companies just agreed to buy AI compute that doesn’t exist yet appeared first on The New Stack.

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

“Issue tracking is dead”; How the pull request became the last chokepoint in the SDLC bottleneck

AI code review specialist CodeRabbit announced its Agentic Change Management control layer on Wednesday. The service is intended to help

The post “Issue tracking is dead”; How the pull request became the last chokepoint in the SDLC bottleneck appeared first on The New Stack.

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

Anthropic’s Chrome extension is now a Cowork session

Anthropic announced a major update to its Chrome extension on Wednesday that turns Claude in Chrome from a useful but

The post Anthropic’s Chrome extension is now a Cowork session appeared first on The New Stack.

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

Why space is actually a terrible place to cool a data center

AI data centers in space sound great, but practically speaking, they may be next to impossible. For tech bros, it

The post Why space is actually a terrible place to cool a data center appeared first on The New Stack.

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

SpaceXAI trained Grok 4.6 on something most AI labs throw away

Magnifying glass finding some bugs in code.

SpaceXAI released Grok 4.6 on Wednesday, less than a month after Grok 4.5. The company says Grok 4.6 can research

The post SpaceXAI trained Grok 4.6 on something most AI labs throw away appeared first on The New Stack.

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

Code that passes every test can still break the next AI agent that touches it

dominos falling

Originally designed to make software predictable for humans, Google Go is now positioning itself as a language tailored for machine

The post Code that passes every test can still break the next AI agent that touches it appeared first on The New Stack.

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

Anthropic gave agents the ability to dream. Then developers woke up.

During AI DevCon in London this summer, Lamis Mukta, member of technical staff at Anthropic, hosted a stage presentation session

The post Anthropic gave agents the ability to dream. Then developers woke up. appeared first on The New Stack.

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

Meta stopped worrying about distillation and just shipped the pipeline

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Meta released Muse Glimmer on Monday, a 30-billion-parameter open-weight model distilled from Muse Spark and licensed under Apache 2.0. The

The post Meta stopped worrying about distillation and just shipped the pipeline appeared first on The New Stack.

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

Coding agents ignore open source contribution guidelines, researchers find.

Autonomous coding agents ignore contribution rules in open source communities, finds a new study from researchers at Peking University.  That’s

The post Coding agents ignore open source contribution guidelines, researchers find. appeared first on The New Stack.

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

Your AI agent remembers everything. Here’s what happens when its owner changes.

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Manus is becoming an independent company again after Chinese regulators ordered Meta to unwind its roughly $2 billion acquisition of

The post Your AI agent remembers everything. Here’s what happens when its owner changes. appeared first on The New Stack.

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

Why CPUs still matter in the age of AI agents

When the conversation turns to AI infrastructure, it almost always lands on GPUs and TPUs. The New Stack sat down

The post Why CPUs still matter in the age of AI agents appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Alex Wilhelm

How I learned to stop worrying and love hyperscaler capex

Amazon data center

The AI boom is an oddly miserable bubble. Despite interesting tech, huge new companies, and products with global reach, AI

The post How I learned to stop worrying and love hyperscaler capex appeared first on The New Stack.

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

Anthropic’s watermark survives copy-paste, but not the real dev workflow

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Anthropic announced it will embed invisible watermarks into text generated by new Claude models, including output produced through its API,

The post Anthropic’s watermark survives copy-paste, but not the real dev workflow appeared first on The New Stack.

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

OpenAI’s ChatGPT/Codex desktop app is now on Linux

On Tuesday, OpenAI launched its ChatGPT desktop for Linux. Now in preview, the app, which combines ChatGPT, ChatGPT Work, and

The post OpenAI’s ChatGPT/Codex desktop app is now on Linux appeared first on The New Stack.

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

Databricks acquires Electric to give every AI agent its own Postgres database

Databricks on Tuesday announced that it’s acquiring Electric, the startup behind the WASM-based Postgres project PGlite and the Electric sync engine, as

The post Databricks acquires Electric to give every AI agent its own Postgres database appeared first on The New Stack.

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

Nvidia launches a smaller, faster Nemotron model and a router to put it to work

Nvidia on Tuesday launched Nemotron 3.5 Lightning, the newest member of its Nemotron 3 family of open models. In addition,

The post Nvidia launches a smaller, faster Nemotron model and a router to put it to work appeared first on The New Stack.

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

OpenAI built a model it doesn’t want most people to use

quantum

OpenAI on Monday released GPT-5.6 Cyber, a model trained for security work that general-purpose models routinely block. It’s now available

The post OpenAI built a model it doesn’t want most people to use appeared first on The New Stack.

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

Meta’s Muse Glimmer fits on a laptop

Meta released Muse Glimmer on Monday, a 30-billion-parameter open-weight model designed to run agentic workflows on local hardware. It’s available

The post Meta’s Muse Glimmer fits on a laptop appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Sri Saran Balaji Vellore Rajakumar

Pulling multi-gigabyte container images in seconds on Amazon EKS

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When the image is the bottleneck: Machine learning changed what a container image looks like. A typical application ships in

The post Pulling multi-gigabyte container images in seconds on Amazon EKS appeared first on The New Stack.

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

Meta Muse Code vs. Fable 5: Meta Muse is cheaper, but at what cost?

Meta released Muse Code on August 5, its first AI coding agent, built on the new Muse Spark 1.2 model.

The post Meta Muse Code vs. Fable 5: Meta Muse is cheaper, but at what cost? appeared first on The New Stack.

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

“It blows my mind”-“It has a tendency to overengineer things a little”: Developers react to road-testing OpenAI GPT‑5.6 Sol

OpenAI made its family of GPT-5.6 models available to its app and API users globally at the start of July. 

The post “It blows my mind”-“It has a tendency to overengineer things a little”: Developers react to road-testing OpenAI GPT‑5.6 Sol appeared first on The New Stack.

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

V4-Flash vs. V4-Pro: DeepSeek promised better and cheaper. It’s true, but not how I expected.

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DeepSeek, the Chinese AI lab that’s been undercutting OpenAI and Anthropic on price since it arrived, recently refreshed V4-Flash, moving

The post V4-Flash vs. V4-Pro: DeepSeek promised better and cheaper. It’s true, but not how I expected. appeared first on The New Stack.