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InfoWorld

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Technology

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Exposed Vite servers are being probed for AWS and Azure credentials

16:41
Attackers have opened a new front in their war on software developers: Vite servers, which they are probing for sensitive data including cloud credentials, infrastructure configuration and environment files. Vite was created as a build tool for Vue , a JavaScript framework for building user interfaces and web applications, but has now become a widely used development server and build tool across …

Cockroach Labs bets on database pooling to cut cost of AI-era workloads

15:47
Cockroach Labs, the company behind distributed SQL database CockroachDB, is betting that the rise of agentic applications will make traditional database provisioning, where systems are sized for peak demand, increasingly difficult to justify as agents create highly concurrent, unpredictable and often short-lived database workloads that can leave provisioned compute idle between bursts. Its soluti…

How to get better results from local LLMs with Ollama

11:17
If you like the idea of running an LLM on your own computer but tried awhile ago and were disappointed, it may be time to give it another chance. “A few months ago, any LLM that I could run on my Macbook scored 0% on an agentic coding eval I put together,” Simon P. Couch, senior software engineer at Posit, posted on Bluesky this spring. “[The April] Qwen 3.5 and Gemma 4 releases both scored 90%.”…

The complicated AI infrastructure market

11:17
There is a quiet war happening underneath the AI boom, and most people are not paying attention to the right front. While headlines focus on which model is winning, which startup is raising money, or which chatbot is gaining users, a parallel race is playing out in data centers and corporate boardrooms across the world. The race is for AI infrastructure: the GPU clusters, power contracts, cooling…

The best IDE for agentic AI may not be an IDE at all

11:17
Steve Yegge is not the shy and retiring type, so when he wants recommendations on how others are managing 10 to 20 (or more) coding agents, he posts the question on X . Specifically, he’s looking for an IDE because “I use Emacs, and I wouldn’t wish it on you.” The replies (600 and counting) offer plenty of alternatives: Herdr, cmux, Conductor, the Claude and Codex desktop apps, and an impressive …

A maximum severity GitLab flaw could turn your CI/CD server into an attacker’s treasure trove

3:16
Yet another security vulnerability has been discovered in GitLab infrastructure, this one a perfect 10 in severity. CVE-2026-85706 , the second flaw GitLab has disclosed in just a month, is a maximum-severity vulnerability that allows attackers to read arbitrary files in a single HTTP request. The path traversal flaw results from improper confinement and lack of authentication enforcement in GitL…

How Microsoft connects your data across the enterprise

14.září
For CIOs and CDOs heading into Microsoft Fabric and SQL Community Conference Europe , the main question is not which data technology sits at the center. It is whether the data platform improves revenue, productivity, and decision speed while creating a trusted foundation for AI at scale. That should drive the data strategy. Enterprise AI is forcing companies to tackle a familiar problem, with dat…

OpenCV explained: The computer vision library for AI apps

14.září
Before the rise of all-in-one frontier models, artificial intelligence and machine learning libraries tended to focus on highly specialized jobs. Even today this is still a powerful and useful approach: the more specialized the tool, the better the job it will do for its narrowly defined purpose. One category for such tooling is computer vision : real-time analysis of video or still images. Facia…

Why DBAs are right to be skeptical of AI — and where they’re wrong

14.září
Postgres just turned 30. Over those three decades, I’ve watched it pick up hot standby replication, logical replication, asynchronous IO, just-in-time compilation, and dozens of other features built for enterprise workloads. Every one of them solved a real problem and raised the floor on what a DBA needs to know just to do the job well. I don’t think most people outside this world fully register …

Anthropic finds evidence of a fourth AI escaping from containment

11.září
Anthropic has owned up to a fourth security incident involving its AI model, Claude, escaping onto the open internet and attacking other organizations during a test of cybersecurity abilities on what was believed to be a closed system. The company revealed three such incidents in July after a preliminary investigation. However, on reexamining the 141,000 chat transcripts it believed could have be…

OpenAI launches managed Agents API to simplify enterprise AI agent development

11.září
OpenAI on Wednesday introduced a new Agents API that brings the agent harness and infrastructure behind Codex to developers, potentially giving enterprises a way to build custom AI agents while removing much of the orchestration and infrastructure management traditionally required to make such agents work. That reduction in engineering complexity is possible because the Agents API is a managed se…

Cloud has a new bulk capacity market

11.září
For 15 years, public cloud providers have defined the industry for most enterprises: on-demand, automatically metered services delivered over the open internet that give developers immediate access to storage, databases, compute, application development platforms, and AI capabilities. That model remains dominant because it is simple, well-instrumented, and universally supported. Yet an adjacent r…

Why enterprises should start with on-site AI agents

10.září
When I talk to people about agents interacting with websites, the conversation almost always starts with perception: how does an agent “see” a page? Is it screenshots or the DOM or the accessibility tree? In my previous InfoWorld article, “Accessibility is the first-class interface for AI agents” , I argued that the accessibility tree is becoming an increasingly important interface between websit…

Build your AI stack like you will need to replace it

10.září
Every AI feature you’re building is based on a price that isn’t real. Current AI services are heavily subsidized as model providers seek to expand their market share , and subsidies inevitably end. Just think back to the early days of Lyft and Uber, when a single ride often cost less than taking public transit. As the costs associated with building on cheap AI infrastructure slowly start to refle…

Your frontend observability has an accessibility blind spot

10.září
Frontend teams have become pretty good at monitoring what happens after an application reaches production. We track JavaScript errors, API failures, latency and Core Web Vitals. When something changes after a release, these signals help us determine whether the application is healthy. But there is one gap I think frontend teams often overlook. An application can look completely healthy in those d…
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