Cloud & Infrastructure
Cloud & Infrastructure news — Thursday 01 October 2026
27 stories from 5 sources, every one in English. Each links to its publisher.
-
OpenAI’s always-on agents are free, until one specific thing happens
The New Stack
OpenAI’s new Dots can work around the clock without drawing down a user’s normal usage allowance during the launch period, but users might be surprised how that changes once an agent hands work to another OpenAI product such as Codex…
-
Cloudflare brings paid access to MCP tools — who controls the agent’s spending?
The New Stack
Cloudflare opened a closed beta of its Monetization Gateway on Wednesday , giving domain owners a way to charge AI agents for access to APIs, MCP tools, websites, and datasets. The gateway carries payment authorization inside the HTTP…
-
“No human wants to look at billions of traces”: Dynatrace bought Arize because agents need a new kind of observability
The New Stack
Observability has long been a staple of enterprise operations, giving companies a way to understand what their applications and infrastructure are doing, where they are failing, and why. The arrival of LLMs and AI agents, however…
-
Announcing AWS Well-Architected Agent, an AI-powered intelligence to optimize your cloud environment (preview)
AWS News Blog
Today, we’re announcing the public preview of AWS Well-Architected Agent , an AI-powered service that analyzes your AWS environment to deliver targeted, contextual recommendations for improving your applications’ cost, security…
-
Bit Cloud’s next chapter starts after the AI builds your app
The New Stack
For many developers, building an application from an AI prompt is already part of the workday. Turning that first version into something a team can use, maintain, and build upon takes more: a place to run it, a way to review changes, and…
-
Transform AI from a security blind spot into a roadmap
The New Stack
I used to joke that every new technology came as a three-course CISO dinner: hype for the appetizer, hope for the main course, and harsh reality for dessert. Dessert was always bittersweet. Now, with AI, enterprises barely have time to…
-
Accelerating analytics: PayPal’s journey with Managed Service for Apache Spark
Google Cloud Blog
In a data-driven world, PayPal’s ability to deliver timely and actionable insights is central to staying ahead. At PayPal, data powers everything from fraud detection to user experience enhancements. Data is also central to unleashing the…
-
Enabling Cloud Storage end-to-end checksums for improved data integrity and durability
Google Cloud Blog
At Google Cloud, we know that you count on us to maintain the durability and integrity of your data at all times, both at rest and in transit. And now we’re making it easier for developers to take advantage of native data integrity…
-
AWS launches a local answer to TypeSafe’s Jev decision model
The New Stack
AWS on Thursday launched Strands Decider 2B , its take on decision models like Jev , Kev , imajev , Laya , and others. TypeSafe’s Jev kicked off the current wave of decision models a few weeks ago, and the major AI vendors are now bringing…
-
Introducing Clef: our open-source decision models, and new RL fine-tuning platform
Cloudflare Blog
Over the last few weeks, there has been lots of buzz around decision models such as Typesafe AI’s Jev System One model. While classifier models have been around for some time, Jev introduces a new decision model concept into the world of…
-
A live Kubernetes cluster can still have an ownership gap
The New Stack
Day 1 of a Kubernetes deployment usually feels like a milestone to an IT department: Clusters are provisioned, networking is routed, and initial application containers are running. But Day 2 exposes a harder reality: the cluster can be…
-
Use Graph RAG when relationships are part of the evidence
The New Stack
Which team owns the service that depends on the vulnerable library? Which customers use that service, and what does each customer’s contract require you to tell them? A vector search can return the security advisory and service…
-
One year later: Sovereign AI and the fight for choice
Cloudflare Blog
It's Birthday Week, when we traditionally ship presents to the Internet. This year, two of them come from Europe: EuroLLM, which covers all 24 official EU languages, and Apertus, Switzerland's fully open model, trained on more than 1,500…
-
Democratizing Managed Lustre with lower cost and frictionless development
Google Cloud Blog
This is the first of a two-part series exploring how Google Cloud is bringing the foundational values of a high-performance parallel filesystem–TB/s throughput, sub-ms latency at high client scale, and POSIX support–to a broader set of use…
-
Introducing the Server Side Cloud Swift SDK
Google Cloud Blog
For years, Swift was perceived mainly as a UI language tied to Apple client devices. With Swift 6 and strict concurrency checking, it has matured into a viable systems and cloud language, pairing Rust-like data-race safety with…
-
We want you to build the next Git platform on Cloudflare
Cloudflare Blog
GitHub was built for a world where humans write code, organize it into repositories, and collaborate through branches, commits, issues, and pull requests. But the next generation of software is going to be built differently because it is…
-
Cloudflare OS: your company’s agent workspace, managed for you
Cloudflare Blog
Cloudflare OS gives everyone in your organization an agent workspace that knows how your company works and connects to its data and systems. Today, we're opening the waitlist for fully managed Cloudflare OS deployments. If I asked you to…
-
Announcing Cloudflare K2: serverless event streams
Cloudflare Blog
With traditional Remote Procedure Call (RPC) architectures, there exists a core challenge: producers and consumers must align in scale and in time. If your producers send too much data for your consumers to handle or if your consumers or…
-
AI Search is now generally available
Cloudflare Blog
Cloudflare’s AI Search combines Workers AI, Vectorize, R2, and Browser Run into a fully managed index and retrieval pipeline. Since we launched AI Search over a year ago, we’ve seen developers use it to power a wide range of search use…
-
Introducing Workers KV Instant — powered by Quicksilver
Cloudflare Blog
Today, we’re introducing Workers KV Instant, a new mode for Workers KV that pushes your changes globally for instant availability without cold read penalties. Workers KV has been one of our most popular services on the Developer Platform…
-
Support for modern cryptographic algorithms in Workers
Cloudflare Blog
Today, Cloudflare Workers is adding support for post-quantum-resistant algorithms within Web Crypto. These are defined in Modern Algorithms in the Web Cryptography API draft community group report , and include: ML-KEM-768 and ML-KEM-1024…
-
Introducing Cloudflare Basin: an open, serverless data platform, now generally available
Cloudflare Blog
During Birthday Week 2025, we announced the Cloudflare Data Platform , a suite of products that ingest, store, and query your analytical data. Today, we’re announcing that the platform is generally available, and we’re giving it a new…
-
In AI security, there’s no room for a defender’s mindset
The New Stack
In June, the Five Eyes intelligence alliance issued a rare joint statement . Frontier AI models, they warned, are “anticipated to exceed current industry expectations, fundamentally transforming both offensive and defensive cyber…
-
AI coding agents leaked 13,000 screenshots, and nobody hacked them.
The New Stack
AI coding agents trying to work around a limitation in GitHub’s command-line tool ended up publishing more than 13,000 internal images to public repositories, according to an incident report Glow Labs released this week. The company calls…
-
AI agents speed up development — data access slows them down
The New Stack
Building the app was never the hard part. Now, with AI agents assisting with development, teams complete applications and internal tools faster than ever. The problem is getting access to live operational data. Teams rebuild access rules…
-
The future of browser-based security: Leveraging browser data for proactive defense
Google Cloud Blog
The browser has changed significantly. Rather than just a window to the web, it serves as an AI workspace and central operating environment for the modern enterprise. With knowledge workers spending over 56% of their workday in the…
-
Why I tried to kill token billing (and why we kept it)
Stripe Engineering
Token billing is useful infrastructure, but usually a bad customer-facing pricing model. Your invoice should define the value your product delivers, not break down what it cost you to create it.