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Latest News Archive - Page 130

Cloud & Infrastructure · Kubernetes Blog

Kubernetes v1.37: Storage Version Migration Enabled by Default

I am excited that storage version migration (SVM) has graduated to General Availability (GA) in Kubernetes v1.37! After a number of releases of work and testing, the built-in StorageVersionMigration API ( storagemigration.k8s.io/v1 ) and control plane controller are now fully stable and enabled by default across all v1.37 Kubernetes clusters. The problem with stale storage versions In Kubernetes, stored API resources are written using a specific storage version (schema representation). The way Kubernetes interacts with object storage fundamentally requires mutation of a resource in order to ensure that the latest storage version is used for all resources. This creates problems when you want to change the storage version of a resource. One example of a scenario where you may want to change the storage version of a resource is when you are promoting a CRD to drop an older API version (such as v1alpha1 ) to a newer version (leaving just v1beta1 and v1 ). It's a problem to drop the older API version whilst there are still resources stored with the old alpha version. To avoid problems, you designate v1 as the new storage version; but, on it's own, that's not enough. While new writes are stored as v1 , any existing resource could remain stored as v1alpha1 or v1beta1 in storage. You cannot safely remove v1alpha1 from the CRD's .status.storedVersions or drop serving support until every single resource in storage has been re-written to not be serialized and stored with the alpha version. Another relevant example is encryption at rest and, related, key rotation . When you configure encryption at rest or rotate encryption keys, existing resources in storage remain unencrypted (or encrypted under old keys) until they are actively re-written through the Kubernetes API server. Historically, cluster administrators and CRD authors had to rely on manual kubectl get / kubectl replace scripts, or to deploy the out-of-tree kube-storage-version-migrator component to force re-writes. These approaches were often tedious, error-prone, and difficult to monitor. How storage version migration works Initiating a storage version migration is as simple as creating a declarative StorageVersionMigration object. The built-in StorageVersionMigrator controller in the Kubernetes control plane watches for these objects, and automatically migrates existing resources to the default storage version for that API. Example: Migrating a custom resource API Suppose you have updated a CustomResourceDefinition ( crontabs.example.com ) to use v1 as its storage version. To migrate all existing stored resources off older versions, create a StorageVersionMigration: apiVersion : storagemigration.k8s.io/v1 kind : StorageVersionMigration metadata : name : crontabs-migration spec : resource : group : example.com resource : crontabs Apply the manifest using kubectl : kubectl apply -f crontabs-migration.yaml Monitoring and verifying migrations The StorageVersionMigrator controller updates the status of the StorageVersionMigration object as migration progresses. You can inspect the migration status using kubectl : kubectl get storageversionmigration.storagemigration.k8s.io/crontabs-migration -o yaml A successful migration will report a Succeeded condition set to True: status : conditions : - type : Running status : "False" lastUpdateTime : "2026-08-02T10:05:00Z" reason : StorageVersionMigrationInProgress - type : Succeeded status : "True" lastUpdateTime : "2026-08-02T10:05:00Z" reason : StorageVersionMigrationSucceeded Once the migration has succeeded, you can be confident that all instances of the resource in storage are stored in the current storage version. For CRDs, the stored version should be updated in the CRD's .status.storedVersions to only contain the preferred version. If the .status.storedVersions is not updated following a successful migration then that means that the CRD was updated during the migration. In that case, the migration should be retried in order to safely deprecate an older storage version. Including migrations in your CRD manifests Because StorageVersionMigration is a standard declarative Kubernetes API, CRD authors can bundle or trigger migrations directly alongside CRD upgrades. For example, you can include the migration in the same manifest as your updated CustomResourceDefinition: apiVersion : apiextensions.k8s.io/v1 kind : CustomResourceDefinition metadata : name : crontabs.example.com spec : group : example.com # Updated versions list where v1 has storage: true ... --- apiVersion : storagemigration.k8s.io/v1 kind : StorageVersionMigration metadata : name : crontabs-migration spec : resource : group : example.com resource : crontabs What's next? Learn more about the concepts behind Storage Versions . Read the step-by-step task guide: Migrate Kubernetes Objects Using Storage Version Migration . SIG API Machinery would love to hear your feedback as you adopt built-in Storage Version Migration in your clusters. Reach out to us on the #sig-api-machinery Slack channel or participate in our community discussions!

Startups & Funding · Hacker News Best

A walkable ASCII cyberpunk city in one HTML file [video]

ASCII City: Traffic and Detail Update - https://www.youtube.com/watch?v=DSRooHo_HSI ASCII City Update: Interiors, Elevation and Skyscrapers - https://www.youtube.com/watch?v=UCKEDWowc0o Comments URL: https://news.ycombinator.com/item?id=49512975 Points: 271 # Comments: 35

World · Al Jazeera

Western Balkans truck drivers threaten EU border blockade

Drivers demand an exemption to 90-day limit to stay in Schengen area, saying current rules stop them from working.

AI · The Decoder

Bank of England chief warns that inflated AI valuations and rising leverage could trigger the next financial crisis

Andrew Bailey warns G20 finance ministers about inflated AI valuations, growing leverage across markets, and cyber risks from frontier AI models. Cross-investments between AI companies and hyperscalers could trigger a chain reaction if one major player stumbles. Many countries still lack rules for advanced AI. The article Bank of England chief warns that inflated AI valuations and rising leverage could trigger the next financial crisis appeared first on The Decoder .

AI · MIT Technology Review AI

The Hugging Face hack could indicate cultural issues at OpenAI

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. By now you’ve probably heard about last month’s major AI security incident, in which OpenAI agents escaped their sandbox and hacked into the AI platform Hugging Face while trying to cheat on…

Cloud & Infrastructure · Azure Blog

Introducing Azure Multicloud Interconnect for AWS

Azure Multicloud Interconnect helps simplify private connectivity between Microsoft Azure and AWS, enabling organizations to support multicloud and AI workloads with a more streamlined, cloud-native networking experience. Built on open interoperability standards, it helps reduce operational complexity while providing high-performance connectivity across cloud environments. The post Introducing Azure Multicloud Interconnect for AWS appeared first on Microsoft Azure Blog .

World · BBC World

US singer D4vd's celebrity lawyers withdraw from murder case

The singer, 21, will be now represented by a public defender in the murder trial of 14-year-old Celeste Rivas Hernandez. He has pleaded not guilty.

World · Al Jazeera

India’s PM Modi urges end to Ukraine war in talks with Russia’s Putin

India’s PM Narendra Modi told Russian President Putin that India supports every effort to end the war in Ukraine.

Business · CNBC Technology

Trump says U.S. communities opposing AI data centers could end up 'backwards and poor'

"China could not be happier with this anti Data Center movement," Trump said as Republicans express concerns about the backlash to data centers.

Products & Consumer Tech · Product Hunt

EAS Observe

Performance monitoring built for Expo and React Native Discussion | Link

AI · The Decoder

Instagram admits users often can't tell AI profiles from real people

Instagram is replacing its "AI creator" tag with a new "AI-generated profile" label because users can't tell AI profiles from real people. Singularity, defined by Instagram user competence. Profiles without the label get their reach and recommendations throttled. As recently as late 2024, Meta was still planning a coexistence of AI characters and humans on the platform. The article Instagram admits users often can't tell AI profiles from real people appeared first on The Decoder .

Cybersecurity · The Hacker News

North Korean Job Fraud Expands Beyond IT Into Healthcare and Sales

Threat actors with ties to the Democratic People's Republic of Korea (aka DPRK or North Korea) have been observed seeking job opportunities beyond the information technology (IT) sector, with recent investigations identifying suspected workers employed in sales and marketing and the medical profession. The ongoing insider threat is part of what has been described as the IT worker scheme,

World · Al Jazeera

She is still in the sea, mother describes losing daughter in ferry disaster

Parents recount desperate attempts to save their children after a ferry capsized off Northern Cyprus on 30 August.

Products & Consumer Tech · Product Hunt

Blume.codes

Turns coding agent sessions into better rules and skills Discussion | Link

World · BBC World

Nepal death toll crosses 1,000 as rescuers race to find workers trapped in mud-filled tunnels

Thousands are still missing as Chinese state media report the official number of fatalities in Tibet at 16.

Business · CNBC Technology

Cramer: Why Tim Cook deserves more credit for his accomplishments as Apple CEO

Tim Cook's defining achievement at Apple has been building an enduring consumer franchise through 15 years of changing technology and competition.

Startups & Funding · TechCrunch Startups

Ryan Breslow is raising up to $27M in pay-to-play bridge funding to save Bolt

The controversial founder of the checkout startup once valued at $11 billion is putting in $5 million of his own money.

Products & Consumer Tech · The Verge

Car owners want tech they can ignore

Automakers keep shoving more tech into their cars, despite evidence that consumers are increasingly fed up with huge screens and glitchy software. In fact, the features that car owners appreciate the most happen to be the ones they barely notice, according to the latest tech survey from JD Power. The consumer research firm surveyed 68,084 […]

Society · NPR Top Stories

Paperwork, lines, hours on hold: There's a 'Time Tax' on Americans who need help most

Annie Lowrey explores the administrative burdens people face applying for government benefits. It's not just about wasted time: "When the government treats us like this, we don't trust it," she says.

World · Al Jazeera

Photos: Nearly 1,000 dead, thousands missing in Nepal–China border floods

Over 4,000 people remain missing after deadly floods swept through Nepal and Tibet, leaving families in despair.

World · Al Jazeera

Iran could face economic collapse in months, US Treasury’s Bessent warns

Treasury Secretary Scott Bessent weighs in on the US's economic pressure campaign at a meeting of G20 finance ministers.

Products & Consumer Tech · The Verge

Phil Schiller is leaving his biggest jobs at Apple

Longtime Apple executive Phil Schiller is stepping down from his role as the head of the App Store and Apple events, according to a report from Bloomberg. Following the change, Schiller will keep his Apple Fellow title and continue "working on unspecified initiatives," Bloomberg reports. Schiller initially joined Apple in 1987 and became the company's […]

Society · BBC Technology

AI could cause global economic downturn, Andrew Bailey warns G20

The governor of the Bank of England warned of AI's “volatility” caused by energy shocks from the US-Iran war.

Startups & Funding · Hacker News Best

I turned my security cameras into an automatic bird identification system

Article URL: https://jasontucker.blog/how-i-turned-my-security-cameras-into-an-automatic-bird-identification-system-with-birdnet-go/ Comments URL: https://news.ycombinator.com/item?id=49511856 Points: 331 # Comments: 90