The New Stack
89건10월 26일 (월)
Mandatory vs. optional platforms: Mandates deliver twice as often, and teams are dropping them anyway
Platform teams that mandated their internal platform were more than twice as likely to say it delivered most or all of its goals: 62.2%, com…
The next 10 years of KubeVirt
KubeVirt was founded by Red Hat in 2016 around the idea that Kubernetes could run virtual machines alongside containers. We wanted to allow…
MiniMax M3.1 Flash vs. MiniMax M3: One is cheaper, but not faster or better
MiniMax released M3.1 Flash on October 19, 2026, and says it cuts the overall cost of agentic tasks by 70% and makes online inference nearly…
The sandbox wasn’t enough: Why AI agent governance requires runtime observability
Models running an OpenAI cybersecurity evaluation reached the public Internet from an environment designed to be isolated. Package installat…
The AI observability race will be won on interoperability
The AI race is often measured by model quality, speed, and token cost. For business leaders, those measures contribute to a larger question:…
10월 25일 (일)
Is Kubernetes ready for AI agents?
Kubernetes was built around a fairly simple assumption.
10월 24일 (토)
AWS says its AI security agent fixes 89% of bugs — but there’s a catch
AWS made Continuum for code vulnerabilities generally available on Thursday. The service finds and validates bugs in your repositories, chec…
Building an agentic software factory? Start with the sensor.
A gap has long existed between the shipping velocity of the best engineering teams and the rest of the bell curve. For most of the industry’…
Why Kubernetes autoscalers keep fighting each other (and why the solution must be autonomous)
Ask an SRE a deceptively simple question: What is the right size for checkout-api, and how many replicas should it run right now?
Before you expand your GPU pool, measure the outcome
For teams running AI workloads on Kubernetes, a fully allocated GPU pool and a growing batch-job queue might make expanding the pool seem li…
10월 23일 (금)
Vercel moved to kill static credentials. Then developers spotted its own deployment token.
Vercel wants to eliminate long-lived API keys from its ecosystem, and it is giving Marketplace vendors until January 2027 to comply or risk…
AI jobs are waiting while GPUs sit idle. Kubernetes has a new plan.
Welcome to another edition of Road to KubeCon! We’re tracking movements in the Kubernetes and cloud-native ecosystem as we count down to Kub…
A few engineers asked IT for Linux. Then it spread to 200 machines.
Linux is already part of the AI developer’s desktop toolkit. Nvidia’s DGX Spark, which became available to order on October 15, 2025, runs t…
PHP2Shell was only the beginning: AI is accelerating the patch race
Government websites and public services across Europe went offline this week as organizations responded to two newly disclosed PHP vulnerabi…
Microsoft’s new voice AI can start working out what you want before you finish speaking
“I think you said, ‘representative.’” It’s the fastest way to bypass automated speech recognition chatbots that fail to route human callers…
10월 22일 (목)
Five AI agent harnesses took the same memory test. The results weren’t even close.
AI agents are getting better at remembering past conversations and earlier tasks but remembering something doesn’t guarantee an agent can us…
Ramp built an AI agent harness in six weeks — and LangChain’s CEO says it’s part of a bigger shift
Ramp spent months testing managed agent APIs, open-source frameworks, and third-party platforms before concluding it would be better off bui…
OpenAI donates Open Responses, its spec for a common LLM API, to the Agentic AI Foundation
OpenAI on Thursday announced that it is donating the Open Responses API specification to the open source Agentic AI Foundation (AAIF).
OpenAI’s COBOL migration score has made a striking leap
This week, OpenAI put COBOL in the spotlight. It announced benchmark results suggesting its latest models are getting much better at migrati…
Google and AWS open new paths for PyTorch beyond Nvidia
At PyTorch Conference North America 2026 this week, Google open-sourced TorchTPU, a native PyTorch stack for Google TPUs, now available on G…
AI found a critical PHP flaw. The bigger failure began in 2024.
Did one of your favorite websites go dark on Wednesday? Some did, as operators took services offline while they waited for fixes to two crit…
Who on-calls an AI? This is the unresolved crisis of agent ownership
At 2:07 a.m., an AI agent starts failing.
PHP’s security scramble is just a preview: AI is digging up flaws faster than maintainers can fix them
One of the biggest security scares to hit the web is causing widespread disruption, prompting businesses, hospitals, schools, and government…
DeepSeek V4.1-Flash-1017 vs. Claude Haiku 5.5: More accurate at a fraction of the price
DeepSeek released V4.1-Flash-1017 on October 17 as an update to its Flash model. Its change log says the update cuts task runtime and output…