The New Stack·개발·네트워크
52건10월 27일 (화)
Replit’s CEO says an idea from 1937 could make the org chart obsolete
Replit CEO and co-founder Amjad Masad has spent the past year watching AI agents absorb the routine execution inside his own company, and in…
“The panic hasn’t turned into patching”: What security researchers really think about the PHP2Shell response
The PHP panic has not turned to patching: And that’s bad news, capital B, as PHP2Shell attacks ramp up.
Nebius cut rollout collection time by 66.9% — here’s what changed
In AI agent training, you can pay for powerful GPUs and still spend much of your time waiting. Agents need to attempt tasks and produce resu…
The hidden failure paths that affect Kubernetes control plane availability
Kubernetes control planes are designed to contain individual failures, but their availability still depends on how components in the critica…
One pod, one node: The architecture behind serverless Kubernetes on AWS
A pod-level walkthrough of admission routing, dedicated scheduling, and network isolation, no worker nodes required
10월 26일 (월)
AI is changing Kubernetes; is your platform ready for 2027?
AI workloads, including those using agentic AI, will only add to and change the questions Kubernetes teams have to answer. It’s no longer me…
Ex-GitHub CEO launches a GitHub rival that reinvents the pull request
Entire, the startup founded by former GitHub CEO Thomas Dohmke, on Monday launched its GitHub alternative that replaces the traditional pull…
Claude Code’s top enterprise users outspend other Claude users 20 to 1, Anthropic’s IPO filing says
Anthropic’s IPO filing makes Claude Code the center of its enterprise growth story. The company on Monday filed to go public on Nasdaq. Its…
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 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 24일 (토)
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…
10월 22일 (목)
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).
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…
10월 20일 (화)
Respan spent two years building on LiteLLM. One upgrade made it start over.
Respan released an open-source AI gateway written in Rust on Tuesday, after spending two years building more than 100,000 lines of wrapper c…
“We are not forking TypeScript”: Cloudflare spearheads Rust port written by agents, for agents
Cloudflare is going all-out to ensure that AI coding agents can check their work without exhausting available computing resources, leading a…
Assess the entire inference stack — not just open model benchmarks
Impressive benchmark results should make it easy for engineers to select the right open model for the outcome they are tasked with developin…