Latest DevOps & Cloud News – 02 July 2026
📰 Top DevOps & Cloud Articles
“You Only Compute Once”: How Clockwork wants to put an end to AI training restarts
Source : The New Stack
On a large enough GPU cluster, something is always breaking. That’s just a fact of life. The standard fix is
The post “You Only Compute Once”: How Clockwork wants to put an end to AI training restarts appeared first on The New Stack.
The call is coming from inside your pipeline: the anatomy of a Codecov attack
Source : The New Stack
In January 2021, an attacker added a single line of code to a popular bash script. Tens of thousands of
The post The call is coming from inside your pipeline: the anatomy of a Codecov attack appeared first on The New Stack.
How Anthropic is bringing Fable 5 back — and when it’ll cost you
Source : The New Stack
After the U.S. government lifted its export controls for Fable 5 on Tuesday, Anthropic announced that it would bring the
The post How Anthropic is bringing Fable 5 back — and when it’ll cost you appeared first on The New Stack.
Ornith Models Automate Agentic Coding With Self-Scaffolding
Source : DevOps.com
Ornith, a new family of open source LLM models from the DeepReinforce research collective, takes a novel approach to executing coding and debugging tasks: It generates an architectural framework to give the user’s harness a structured instruction set – a scaffold – to create an agent to complete the job. Available in a set of […]Anthropic Adds Enterprise Gateway to Simplify Claude Code Access on AWS and Google Cloud
Source : DevOps.com
Anthropic's new Claude apps gateway brings SSO, central policy, and spend caps to Claude Code on Amazon Bedrock and Google Cloud.OpenAI Expands Into Developer Hardware With Codex Micro Keyboard
Source : DevOps.com
OpenAI is preparing to launch its first branded hardware product, but rather than entering the crowded consumer device market, the company is starting with a tool designed specifically for software developers. The company has scheduled a July 15 unveiling for Codex Micro, a compact input device created in partnership with keyboard manufacturer Work Louder. OpenAI […]The AI Native Stack Already Exists. We’ve Been Calling It Cloud Native
Source : Container Journal

Enterprise AI feels like a clean break from everything before it. Look closely at what makes it run in production, and you find fifteen years of cloud native engineering that solved these problems before AI’s name was attached to them. The story we tell about enterprise AI almost always begins
The post The AI Native Stack Already Exists. We’ve Been Calling It Cloud Native appeared first on How Cloud Native Became the AI Native Stack Source : Container Journal


For the last fifteen years, the cloud native community has been busy doing what it does best: solving hard operational problems, usually before the rest of the industry fully understands why those problems matter. Containers, Kubernetes, GitOps, observability, service mesh, platform engineering — these were not just new tools in
The post How Cloud Native Became the AI Native Stack appeared first on Cloud Nativ
Rediscovering RocksDB – Embedded Storage in Cloud-Native Applications
Source : Container Journal

Originally developed at Facebook and built on top of LevelDB, RocksDB is an embedded key-value store designed for fast local storage.
The post Rediscovering RocksDB – Embedded Storage in Cloud-Native Applications appeared first on Cloud Native Now.
Ousaban Banking Trojan Targets Iberian Bank Users with Fake PDF Lures
Source : The Hacker NewsA Brazilian banking trojan called Ousaban is going after Windows users who bank in Spain and Portugal. Fortinet's FortiGuard Labs identified the campaign in May 2026. It opens with a phishing PDF disguised as a corrupted file, checks that the visitor is really in Spain or Portugal, and hides its real payload inside an image. The goal is the usual one: steal banking logins and take
Adobe Patches 7 CVSS 10.0 Flaws in ColdFusion and Campaign Classic
Source : The Hacker NewsAdobe has released patches for multiple maximum-severity security flaws impacting Adobe ColdFusion and Adobe Campaign Classic. The ColdFusion updates "resolves critical and important vulnerabilities that could lead to arbitrary code execution, privilege escalation, arbitrary file system read, and security feature bypass," Adobe said in an alert released Tuesday. The vulnerabilities are listed
Critical Cursor Flaws Could Let Prompt Injection Escape Sandbox and Run Commands
Source : The Hacker NewsTwo flaws in Cursor, an AI code editor, could let a single, ordinary-looking prompt break out of the editor's safety sandbox and run any command on a developer's computer. There is no click to fall for and no approval box to ignore. Cato AI Labs found the pair and named them DuneSlide. They are tracked as CVE-2026-50548 and CVE-2026-50549, both rated 9.8 out of 10 (or 9.3