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The New Stack | DevOps, Open Source, and Cloud Native News
Text • Darryl K. Taft

Okta is the first to bring AI agent governance inside FedRAMP boundaries

Okta has made its AI agent governance platform generally available for FedRAMP- and HIPAA-regulated environments, becoming what it claims is the first independent

The post Okta is the first to bring AI agent governance inside FedRAMP boundaries appeared first on The New Stack.

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

Greptile, Cursor, and Devin agree that agents should run their code. What they run it against matters.

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

The industry has recognized that shipping agent code at scale requires runtime verification, and it is moving that way fast.

The post Greptile, Cursor, and Devin agree that agents should run their code. What they run it against matters. appeared first on The New Stack.

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

Vibe slop is the symptom. Context debt is the disease.

3D illustration of an exploded cube made of uneven interlocking blocks at varying heights, rendered in a gradient of purple to magenta.

Some of the engineers who made vibe coding possible have decided it’s a problem. Last month, The Wall Street Journal’s

The post Vibe slop is the symptom. Context debt is the disease. appeared first on The New Stack.

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

After Fable 5 ban, Anthropic and 19 organizations launch open source security body

alt text for this 18:09 A sinister robotic figure peers through blinds on a computer monitor, surrounded by binary code, against a deep blue background.

The arrival of frontier AI models capable of scanning major open-source projects and surfacing multiple vulnerabilities in a single pass

The post After Fable 5 ban, Anthropic and 19 organizations launch open source security body appeared first on The New Stack.

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

The US government just told OpenAI who’s allowed to use the next GPT 5.6 model

The release of leading AI foundation model technologies has reached a watershed moment. Just two weeks after Anthropic received a directive

The post The US government just told OpenAI who’s allowed to use the next GPT 5.6 model appeared first on The New Stack.

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

AWS, Microsoft and Google agree the session is the new unit. They disagree on how to isolate it.

Aerial view of a sprawling multi-level highway interchange, with looping ramps and overpasses routing traffic in every direction.

Over the past few months, four AI giants quietly rebuilt the same thing at once: AWS, Microsoft, Google, and Anthropic

The post AWS, Microsoft and Google agree the session is the new unit. They disagree on how to isolate it. appeared first on The New Stack.

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

Your engineering org needs an AI slop registry

Abstract digital glitch background featuring vibrant magenta, purple, and deep blue horizontal stepped pixel sorting patterns.

AI coding tools don’t just help engineers write code faster. They help engineers make the same mistake faster, at scale,

The post Your engineering org needs an AI slop registry appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Suman Bhattacharyya

Shopify taught AI to spot duplicate products. Here’s why retailers are scrambling.

Abstract motion-blurred light streaks in teal, green, magenta and yellow, evoking digital signals and AI agent data flows

Retailers are rushing to make their product listings discoverable by AI shopping agents, but AI assistants often struggle to determine

The post Shopify taught AI to spot duplicate products. Here’s why retailers are scrambling. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Jackson Connell

The AI agent identity problem nobody’s talking about

Abstract dark blue digital wave background with flowing fine golden lines representing complex data networks and system infrastructure.

Many agentic projects can sail through development just fine. Then they hit security review — and that’s where things can

The post The AI agent identity problem nobody’s talking about appeared first on The New Stack.

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

Public cloud vs. on-prem: Summit on where each workload belongs

On this episode of The New Stack Makers, Summit’s Byron Dill argues that many enterprises have become overly reliant on public cloud infrastructure, using it for workloads that may be better suited to private environments.

We’re more than 20 years past the launch of AWS, the starter gun for the shift of compute and storage

The post Public cloud vs. on-prem: Summit on where each workload belongs appeared first on The New Stack.

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

“Code should be regenerated, not maintained”: Codeplain makes the case for spec-driven development

A stylized illustration of a golden phoenix rising from layered flames in shades of orange and amber, depicting rebirth and regeneration.

AI is generating code faster than teams can review it. The answer, a small but growing number of developers argue,

The post “Code should be regenerated, not maintained”: Codeplain makes the case for spec-driven development appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Darryl K. Taft

Trust in Rust: Foundation debuts official training to tackle steep learning curve

The Rust Foundation on Thursday announced the launch of the Rust Foundation Trusted Training (RFTT) program, a new formal accreditation

The post Trust in Rust: Foundation debuts official training to tackle steep learning curve appeared first on The New Stack.

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

Template-based data extraction is dead. Here’s what comes next.

Abstract digital landscape featuring a dark teal 3D wireframe mesh mountain range and pixelated data grid terrain under fine geometric lines.

Modern businesses are in a constant, uphill battle against what to do with unstructured data: PDFs, contracts, scanned images, customer

The post Template-based data extraction is dead. Here’s what comes next. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Zohar Einy

How we cut AI costs by 80%

Abstract digital glitch art with neon pink and blue halftone waveforms, symbolizing AI data fragmentation.

AI costs are rising, and not for the reason most people assume. It’s true that the models are getting more

The post How we cut AI costs by 80% appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Esin Saribudak

Agent Toolkit for AWS includes 20+ agent skills, but your agent might not load them without this one file

Abstract digital illustration of intense neon red and purple glowing bars under compression against a dark black background.

If you’re like me, sometimes you get so excited to try something new that you don’t read the docs all

The post Agent Toolkit for AWS includes 20+ agent skills, but your agent might not load them without this one file appeared first on The New Stack.

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

OpenAI wants to claim more of the AI stack with Jalapeño, its first custom chip

OpenAI on Wednesday announced Jalapeño, its first custom inference accelerator, co-developed with Broadcom and supported by Canadian electronics manufacturer Celestica,

The post OpenAI wants to claim more of the AI stack with Jalapeño, its first custom chip appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Darryl K. Taft

Azul wants to find your unpatched JVMs before AI does

Azul Systems is offering a free Java Virtual Machine (JVM) vulnerability risk assessment designed to reveal Java runtime exposure before

The post Azul wants to find your unpatched JVMs before AI does appeared first on The New Stack.

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

Will it Mythos? One coder’s verdict on Anthropic’s blend of debugging

Anthropic’s rollercoaster ride with Claude Fable 5 and Mythos 5 has left various deposits of fallout this year, but the

The post Will it Mythos? One coder’s verdict on Anthropic’s blend of debugging appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Darryl K. Taft

Chainguard targets Java’s unpatched vulnerability backlog with drop-in remediated libraries

Legacy Java shops are sitting on a growing pile of unpatched vulnerabilities. Chainguard says it has a fix for that.

The post Chainguard targets Java’s unpatched vulnerability backlog with drop-in remediated libraries appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Doug Sillars

Agentic infrastructure operations begin with accurate, reliable infrastructure data

An abstract, high-angle view of glowing orange and white light trails stretching across a dark, grid-patterned metallic surface, evoking futuristic infrastructure or high-speed data transmission.

Organizations are racing to apply AI across the enterprise, and infrastructure is one of the most compelling targets: automated provisioning,

The post Agentic infrastructure operations begin with accurate, reliable infrastructure data appeared first on The New Stack.

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

Sakana Fugu is more than a router. But it’s not the blueprint for AI sovereignty, either.

This week, Sakana AI released Fugu, a multi-agent orchestration system designed to deliver frontier-model performance all while reducing the risks

The post Sakana Fugu is more than a router. But it’s not the blueprint for AI sovereignty, either. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Yasmin Rajabi

Kubernetes teams trust automation to ship code but not to touch CPU, and AI is raising the stakes

Kubernetes teams automate deployments without thinking about it. CI/CD pipelines fire dozens of times a day, autoscaling adjusts replicas in

The post Kubernetes teams trust automation to ship code but not to touch CPU, and AI is raising the stakes appeared first on The New Stack.

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

Anthropic gives @Claude a permanent seat in your Slack channels

An empty office chair at a desk — Claude Tag's permanent seat in your Slack workspace.

Anthropic has announced Claude Tag, a new product that embeds Claude directly into Slack as a persistent, shared team member

The post Anthropic gives @Claude a permanent seat in your Slack channels appeared first on The New Stack.

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

OpenClaw and Hermes agree on what an agent is. They disagree on what controls it.

Abstract red and black geometric pattern with fragmented angular shapes radiating from a central glowing core, suggesting digital noise or data overload.

At Microsoft’s Build keynote this month, CEO Satya Nadella described a platform shift away from operating systems and apps, and

The post OpenClaw and Hermes agree on what an agent is. They disagree on what controls it. appeared first on The New Stack.

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

Developers are now validating code they didn’t write — and may not understand

With an eye on the huge downstream pressure that AI code tools are putting on software engineering teams, GitLab released

The post Developers are now validating code they didn’t write — and may not understand appeared first on The New Stack.

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

Nx debuts Polygraph, taking aim at what’s stalling AI coding agents

Two separate pieces of paper joined by a single paperclip against a red background, evoking the idea of linking distinct repositories together.

Nx, the company behind the open-source monorepo build system of the same name, on Tuesday launched Polygraph, a service that

The post Nx debuts Polygraph, taking aim at what’s stalling AI coding agents appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Robert Curlee

AI can write the code. Your team still owns the debt.

Traditional Japanese ukiyo-e style illustration of a warrior navigating a boat through turbulent waves, serving as a visual metaphor for managing AI technical debt and code verification.

The software industry is still talking about AI mostly in terms of speed. Models and agents can now generate code

The post AI can write the code. Your team still owns the debt. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Manav Khurana

GitLab just surveyed 1,500 developers. Here’s why it matters for your codebase.

Minimalist geometric illustration of a solitary person straining against a rope. This perfectly visualizes the core insight that rapid AI coding speed without infrastructure control and governance becomes a major organizational liability.

For the past two years, the conversation about AI-assisted software development has been dominated by speed. A new GitLab survey

The post GitLab just surveyed 1,500 developers. Here’s why it matters for your codebase. appeared first on The New Stack.

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

Can DNS become the basis for AI agent identity?

A digital fingerprint.

The Linux Foundation on Tuesday declared its intent to launch the Agent Name Service (ANS), an open standard that gives

The post Can DNS become the basis for AI agent identity? appeared first on The New Stack.

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

Cursor quietly acquires Continue, an open-source alternative to GitHub Copilot

Two hands exchanging a coin with a dollar sign in front of rising orange arrows and a small house, suggesting real estate investment or rising housing costs.

The AI developer tools consolidation continues apace, with news that Cursor has snapped up open-source coding assistant Continue — its

The post Cursor quietly acquires Continue, an open-source alternative to GitHub Copilot appeared first on The New Stack.