The New Stack
89 件10月29日（木）
AWS Elastic Beanstalk for regulated workloads: Built for the next decade, not just the first deploy
For more than a decade, the managed application platform industry has optimized around a compelling promise: get code running as quickly as…
“I don’t think the world needs a new GitHub”: What GitHub’s leaders really think about their new rivals
At its annual Universe ’26 conference in San Francisco this week, GitHub took to the question of the platform’s stability head-on.
Why Kubernetes platforms keep rebuilding a layer they could share
Ask a platform team what they built last year, and the list likely includes a Kubernetes controller that creates a few objects in order and…
The 5 essential layers of AI agent sandboxing on Kubernetes
An AI agent given autonomy to run code will inevitably run code no human has reviewed. It may install model-selected packages, run scripts g…
“Urgency is an inherently subjective call”: Anthropic tells TNS how it grades Claude Duet
Anthropic built Claude Duet, an AI assistant that monitors your connected apps and works on tasks in the background, to decide what needs yo…
10月28日（水）
Google just handed its rivals the keys to Android
Google is giving coding agents like Anthropic’s Claude Code and OpenAI’s Codex deeper access to its Android development tools, including dev…
GitHub debuts Copilot Fusion, a new model selection & orchestration system that beats Claude Code for half the API cost
GitHub has debuted GitHub Copilot Fusion, a new system that handles model selection and orchestration for coding tasks so developers don’t h…
GitHub saw 7.4B commits in September, adding 4M CPU cores and 160 PB of storage to keep up
GitHub is seeing unprecedented demand and is updating its core infrastructure to keep pace.
Nvidia launches a promptable transcription model
Nvidia on Wednesday launched Nemotron 3.5 Transcribe, its latest multilingual transcription model. The new open-weight model, the company sa…
What happens when the agent is long gone, but its access key lives on?
Imagine: There’s a line on the credential report that no one on the platform team can explain. An IAM user called research-agent-2 has an ac…
AI agents need to be replaceable – without losing your work
An agent receives approval to process a partial refund. It sends the request to a payment API, and the process crashes. Maybe the payment se…
10月27日（火）
Google built AI agents a world to practice in. The physics still aren’t quite right.
Google DeepMind introduced Genie 4 on Tuesday, a world model that renders interactive environments in real time with simulated physics, huma…
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…
“I don’t use Astra every day”: OpenAI developer lead tells TNS why
OpenAI’s recent releases have given developers more options for using AI in software. At its 2026 DevDay, the company introduced new models,…
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…
When “isolated” doesn’t mean isolated: How to sandbox AI agents
Separation of workloads before AI wasn’t easy, but it was far more straightforward. Servers sat in data centers, VLANs segregated packets, f…
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
10月26日（月）
OpenAI halved its agent’s price. Its own safety report flagged a catch.
OpenAI launched GPT-6.1 Terra on Monday, cutting API prices in half and delivering major gains in coding and computer-use benchmarks. But th…
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…
Most of Anthropic’s revenue comes from models that barely existed six months ago
Anthropic’s long-awaited S-1, filed Monday ahead of its planned Nasdaq debut under the ticker ANT, shows how quickly customers are spending…
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…