The New Stack

Kubernetes was built around a fairly simple assumption. It’s that software does what its developers told it to do. AI

The post Is Kubernetes ready for AI agents? appeared first on The New Stack.

AWS made Continuum for code vulnerabilities generally available on Thursday. The service finds and validates bugs in your repositories, checks

The post AWS says its AI security agent fixes 89% of bugs — but there’s a catch appeared first on The New Stack.

A gap has long existed between the shipping velocity of the best engineering teams and the rest of the bell

The post Building an agentic software factory? Start with the sensor. appeared first on The New Stack.

Ask an SRE a deceptively simple question: What is the right size for checkout-api, and how many replicas should it

The post Why Kubernetes autoscalers keep fighting each other (and why the solution must be autonomous) appeared first on The New Stack.

For teams running AI workloads on Kubernetes, a fully allocated GPU pool and a growing batch-job queue might make expanding

The post Before you expand your GPU pool, measure the outcome appeared first on The New Stack.

Vercel wants to eliminate long-lived API keys from its ecosystem, and it is giving Marketplace vendors until January 2027 to

The post Vercel moved to kill static credentials. Then developers spotted its own deployment token. appeared first on The New Stack.

Welcome to another edition of Road to KubeCon! We’re tracking movements in the Kubernetes and cloud-native ecosystem as we count

The post AI jobs are waiting while GPUs sit idle. Kubernetes has a new plan. appeared first on The New Stack.

Linux is already part of the AI developer’s desktop toolkit. Nvidia’s DGX Spark, which became available to order on October

The post A few engineers asked IT for Linux. Then it spread to 200 machines. appeared first on The New Stack.

Government websites and public services across Europe went offline this week as organizations responded to two newly disclosed PHP vulnerabilities.

The post PHP2Shell was only the beginning: AI is accelerating the patch race appeared first on The New Stack.

“I think you said, ‘representative.’” It’s the fastest way to bypass automated speech recognition chatbots that fail to route human

The post Microsoft’s new voice AI can start working out what you want before you finish speaking appeared first on The New Stack.

AI agents are getting better at remembering past conversations and earlier tasks but remembering something doesn’t guarantee an agent can

The post Five AI agent harnesses took the same memory test. The results weren’t even close. appeared first on The New Stack.

Ramp spent months testing managed agent APIs, open-source frameworks, and third-party platforms before concluding it would be better off building

The post Ramp built an AI agent harness in six weeks — and LangChain’s CEO says it’s part of a bigger shift appeared first on The New Stack.

OpenAI on Thursday announced that it is donating the Open Responses API specification to the open source Agentic AI Foundation

The post OpenAI donates Open Responses, its spec for a common LLM API, to the Agentic AI Foundation appeared first on The New Stack.

This week, OpenAI put COBOL in the spotlight. It announced benchmark results suggesting its latest models are getting much better

The post OpenAI’s COBOL migration score has made a striking leap appeared first on The New Stack.

At PyTorch Conference North America 2026 this week, Google open-sourced TorchTPU, a native PyTorch stack for Google TPUs, now available

The post Google and AWS open new paths for PyTorch beyond Nvidia appeared first on The New Stack.

Did one of your favorite websites go dark on Wednesday? Some did, as operators took services offline while they waited

The post AI found a critical PHP flaw. The bigger failure began in 2024. appeared first on The New Stack.

At 2:07 a.m., an AI agent starts failing.  The application is still running, but requests are timing out because a

The post Who on-calls an AI? This is the unresolved crisis of agent ownership appeared first on The New Stack.

One of the biggest security scares to hit the web is causing widespread disruption, prompting businesses, hospitals, schools, and government

The post PHP’s security scramble is just a preview: AI is digging up flaws faster than maintainers can fix them appeared first on The New Stack.

DeepSeek released V4.1-Flash-1017 on October 17 as an update to its Flash model. Its change log says the update cuts

The post DeepSeek V4.1-Flash-1017 vs. Claude Haiku 5.5: More accurate at a fraction of the price appeared first on The New Stack.

Enterprise security has traditionally operated on a relatively straightforward premise: establish identity, authenticate the requester, determine what that identity can

The post AI agent security is a lifecycle — not a gatekeeper appeared first on The New Stack.