Running applications in production means maintaining an “always-on” posture through disruptions. Infrastructure fails; dependencies slow down, and networks partition, not

The post Amazon ECS now auto-repairs failing GPUs and instances. Here’s why it matters for SREs. appeared first on The New Stack.

AWS’s new decision model comes with a familiar address. Released October 1, Strands Decider 2B is an open-weight model built

The post AWS, Upstage and Ollama agree on a decision-model API. OpenAI hasn’t signed on. appeared first on The New Stack.

The AI industry has enthusiastically embraced the language of open source, even as some of its most prominent “open” models

The post “Don’t use ‘open weight’ and ‘open source’ interchangeably”: Percona CEO on why AI terminology matters appeared first on The New Stack.

Harness announced Thursday that it acquired Augment Code’s Cosmos software factory, Auggie CLI and Code Context Engine, along with the

The post Harness bought Augment’s coding agents. The best feature hasn’t shipped yet. appeared first on The New Stack.

The frenetic pace of AI development is challenging data center design and operational paradigms. The twin pillars of hyperscale computing

The post AI data lakes are driving new storage demands appeared first on The New Stack.

A month after OpenAI gave ChatGPT Work a data agent that builds dashboards, Anthropic on Thursday shipped its own version.  Claude Dashboards,

The post Claude can now build your dashboards appeared first on The New Stack.

GitHub Copilot will soon decide whether coding tasks run locally or get sent to cloud models, with automatic routing expected

The post GitHub Copilot is going local — but Microsoft won’t say what gets sent to the cloud appeared first on The New Stack.

For many data aficionados, Postgres is the way to store and manage relational data. It’s efficient, it’s straightforward, and it

The post You can outgrow vanilla Postgres without abandoning Postgres appeared first on The New Stack.

An AI SRE agent can help troubleshoot an incident. But can you trust it to decide on its own when

The post Most AI incident tools still leave a key decision to humans appeared first on The New Stack.

The environment has thirty-four resources, including a VPC, subnets, an RDS instance, and a load balancer that hasn’t seen any

The post Your AI agent just provisioned a resource. Who owns it? appeared first on The New Stack.

I measured what an AI agent actually holds when it authenticates as me. Authentication turned out to be a token

The post The audit log says my name: what an agent inherits when you hand it your credentials appeared first on The New Stack.

Enterprises continue to face an autonomous cloud bottleneck that breaks autonomous operations and leads to failure. This architectural flaw leaves

The post The API tax: Why AI agents stall without infrastructure context appeared first on The New Stack.

Tabletop exercises answer one question: when something breaks, will the people responsible for fixing it do the right thing, in

The post AI changed how you respond to incidents. Your tabletops haven’t caught up. appeared first on The New Stack.

Anthropic launched Sonnet 5.5 six days after Opus 5.5. The company says it scores 70.6% on Terminal-Bench 4.0, ahead of

The post Claude Sonnet 5.5 vs. Opus 5.5: 42% cheaper and perfect on every run appeared first on The New Stack.

Nowadays, most of us interact with frontier AI models in a structured way, even if we do not always think

The post Building scalable, agent-friendly APIs for AI applications appeared first on The New Stack.

When Redis changed its licensing in 2024, replacing its permissive BSD license with proprietary, source-available alternatives, it prompted a major

The post Redis by proxy: Percona targets the last major hurdle to Valkey adoption appeared first on The New Stack.

OpenSSH 10.6, released Tuesday, makes compression less effective and rejects some usernames that previously worked, and the maintainers knew both

The post OpenSSH 10.6 deliberately breaks two features in the name of security appeared first on The New Stack.

This week, Anthropic announced an expansion of its Cyber Verification Program (CVP), breaking access into three use case–based tiers and

The post Claude’s cyber safeguards are getting more flexible — but not for everyone. appeared first on The New Stack.

This week, OpenAI opened its Decisions API to public beta and added image inputs to make fast decisions from visual

The post Decision models are suddenly everywhere. OpenAI’s is now public. appeared first on The New Stack.

Kubernetes won the container orchestration wars. The CNCF reports that 82% of container users run Kubernetes in production. Despite its

The post Kubernetes won the orchestration wars. Its teams are still fighting. appeared first on The New Stack.

When David Robinson joined OpenAI in May 2023, the day after Sam Altman first testified before the Senate, the company’s

The post OpenAI’s former safety lead says it’s shipping ‘new capability and risk every Tuesday’ appeared first on The New Stack.

Anthropic on Wednesday launched Claude Haiku 5.5, the first new version of its smallest and most affordable model in nearly

The post Anthropic launches Haiku 5.5 at a much lower price appeared first on The New Stack.

Software vendors like to claim unified systems that act as a so-called single pane of glass for any given coding

The post OpenSearch veterans launch Infino. Here’s why it matters for agent builders. appeared first on The New Stack.

OpenAI launched GPT-6.1 Sol on September 29, just a week after it launched GPT-6 Sol. OpenAI marketed 6.1 as an

The post GPT-6.1 Sol vs. GPT-6 Astra: Same accuracy at 18% of the cost appeared first on The New Stack.

Technical documentation is increasingly being read by AI agents, creating a new set of demands around how that information is

The post What’s up, Docsy? Google’s docs project joins the Linux Foundation as AI agents become readers appeared first on The New Stack.

Back in 2018, a scrappy startup called OpenAI used Kubernetes to balance compute loads across its own data centers and

The post The CNCF is graduating projects faster than ever. AI agents are helping with the due diligence. appeared first on The New Stack.

Google released EmbeddingGemma 2 on Tuesday, putting text, code, image, video, and audio retrieval into a 740-million-parameter open model that

The post Your phone’s vector index might be bigger than the AI model running it appeared first on The New Stack.

If there’s one thing the AI software engineering world doesn’t lack, it’s benchmarks. Want to know whether an agent can

The post Copilot tops GitHub’s own AI code review benchmark. An independent one tells a different story. appeared first on The New Stack.

Mistral launched Large 4 on Tuesday, its first major model release since Medium 3.5 at the end of April and

The post Mistral’s new AI tried to escape its test environment. In three weeks, anyone can download it appeared first on The New Stack.

SAP on Tuesday announced that it has agreed to acquire TechWolf, a Belgian AI company that maps what employees work on

The post SAP acquires TechWolf to feed more context into its HR agents appeared first on The New Stack.