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CNCF Announces Kubeflow’s Graduation, Solidifying the Standard for Cloud Native AI Operations

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Milestone marks widespread enterprise adoption for automating end-to-end AI and machine learning lifecycles on Kubernetes

Key Highlights

CNCF has graduated Kubeflow, recognizing the open source project as a mature, production-ready platform for cloud native AI and machine learning operations on Kubernetes.Kubeflow standardizes the full AI and ML lifecycle—from data processing and interactive development to distributed training, fine-tuning, inference and model serving—across public, private and hybrid cloud environments.The graduation comes as enterprises increasingly require scalable, portable and vendor-neutral infrastructure to move AI workloads from experimentation to production.Kubeflow benefits data scientists, AI engineers, ML engineers, platform teams and regulated enterprises by providing a unified Kubernetes-native foundation for building, deploying and operating AI applications at scale.

SAN FRANCISCO, Aug. 17, 2026 /PRNewswire/ — The Cloud Native Computing Foundation® (CNCF®), which builds sustainable ecosystems for cloud native software, today announced the graduation of Kubeflow, a cloud native ecosystem forged by an open community dedicated to standardizing Data & AI workloads on Kubernetes. The graduation signals Kubeflow’s technical maturity and confirms its role as the operational backbone for enterprises running AI workloads in production, including data processing, model training, fine-tuning and inference. Kubeflow provides native capabilities for data processing, interactive workloads, model training, fine-tuning, and interactive development. Kubeflow’s upcoming roadmap focuses on expanding Large Language Model (LLM) orchestration, enhancing post-training capabilities with fine-tuning, large-scale data engineering and agentic workloads for Data & AI lifecycle.

As organizations shift from AI experimentation to production, they need consistent infrastructure to advance their AI adoption in a standard way. Kubeflow helps bridge data science, AI engineers and AI platform engineering, enabling teams to scale AI solutions predictably and seamlessly. Kubeflow’s Python packages have reached nearly 260 million PyPI downloads, including major enterprises such as Bloomberg, NVIDIA, Red Hat, LinkedIn, and Spotify, which have used Kubeflow Subprojects to standardize AI workloads.

“Kubeflow has become a fantastic platform for organizations looking to unify work across AI, data science and platform engineering teams,” said Chris Aniszczyk, CTO, CNCF. “Graduation marks a critical milestone, cementing Kubeflow as a mature option for enterprise AI workloads on Kubernetes. The project’s remarkable growth reflects the tireless work of its maintainers and community, and we are thrilled to celebrate this milestone with them.”

Created at Google in 2017, Kubeflow has evolved from a collection of components into a unified, AI-native platform designed around the needs of data processing, model development, training and serving. Since joining CNCF as an incubating project in 2023, it has grown to more than 6,600 contributors across more than 1,000 organizations and has accumulated over 33,000 GitHub stars across its repositories. The project also works with CNCF technologies such as Prometheus for monitoring, KServe, Feast and Kueue for job queuing and Istio for secure service communication. As one of the first AI-native projects to reach graduated status, Kubeflow marks an inflection point for CNCF’s AI portfolio as the cloud native ecosystem has matured past infrastructure alone and now delivers production-grade, vendor-neutral foundations for the full data & AI lifecycle.

“Nine years ago, Jeremy Lewi, Vishnu Kannan and I put together a crazy demo involving hot dogs and Kubernetes, and Kubeflow was born,” said David Aronchick, co-founder, Kubeflow. “I could not be more ecstatic to see how far it’s come — and how many people have turned it into something teams and businesses genuinely rely on. Thank you to the CNCF and everyone in the community who carried it this far. To the next seven years and beyond!”

“Congratulations to the Kubeflow community on this well-deserved graduation! This milestone reflects the community’s relentless focus on making machine learning workflows portable, scalable, and production-ready on Kubernetes. Kubeflow has proven its value across industries, earning the trust of organizations and practitioners worldwide. This is a fantastic achievement and a testament to the hard work, dedication, and maturity of the project and its maintainers, contributors, and adopters. Looking forward to seeing Kubeflow continue to thrive as a CNCF Graduated project!” — Faseela Khan, TOC sponsor, CNCF

To reach graduation status, Kubeflow completed a third-party security audit, established a formal steering committee to ensure transparent governance and adopted the CNCF Code of Conduct. The project also maintains a Core Infrastructure Initiative (CII) Best Practices Badge, demonstrating a commitment to secure software development.

The CNCF Technical Oversight Committee (TOC) provides technical leadership to the cloud native community, defining its vision and stewarding projects through maturity levels up to graduation.

Learn more about Kubeflow and join the community: https://www.kubeflow.org/

Additional Resources

CNCF NewsletterCNCF TwitterLearn About CNCF MembershipLearn About the CNCF End User Community

About Cloud Native Computing Foundation

Cloud native computing empowers organizations to build and run scalable applications with an open source software stack in public, private, and hybrid clouds. The Cloud Native Computing Foundation (CNCF) hosts critical components of the global technology infrastructure, including Kubernetes, Prometheus, and Envoy. CNCF brings together the industry’s top developers, end users, and vendors and runs the largest open source developer conferences in the world. Supported by nearly 800 members, including the world’s largest cloud computing and software companies, as well as over 200 innovative startups, CNCF is part of the nonprofit Linux Foundation. For more information, please visit www.cncf.io.

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HelloNation Article Explains Breaker Trips, Featuring Electrical Expert Gerald Talbot

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The article explains how repeated breaker trips can signal excessive electrical demand and when a professional electrical evaluation may be needed.

KNOXVILLE, Tenn., Aug. 17, 2026 /PRNewswire/ — What causes breaker trips when several appliances are running at the same time? HelloNation answers that question in an article featuring insights from Electrical Expert Gerald Talbot of Mister Sparky in West Knoxville. The article explains how repeated breaker trips often point to growing electrical demand and why recognizing these warning signs can help homeowners maintain a safer electrical system.

The HelloNation article explains that a circuit breaker is designed to protect a home’s electrical system by shutting off power whenever a circuit carries more current than it is built to handle. While an occasional breaker trip may occur for several reasons, repeated interruptions when multiple appliances or devices are operating together often indicate a circuit overload. According to the article, this protective action prevents wiring from overheating and helps reduce the risk of electrical damage.

The article notes that many homes were constructed before modern households depended on numerous electronic devices throughout the day. Computers, gaming systems, large televisions, kitchen appliances, chargers, and climate control equipment all contribute to increased electrical demand. Adding high-wattage items such as portable space heaters, air fryers, or power tools can place even more strain on circuits not designed for today’s electrical use.

The article explains that homeowners should pay attention to patterns rather than isolated incidents. If breakers trip only when specific combinations of appliances are operating, such as a microwave and toaster together or several tools in the garage at once, the circuit is likely experiencing more demand than it can safely support. The same pattern often becomes more noticeable during colder months when portable heaters increase the overall electrical demand throughout the home.

Rather than viewing repeated breaker trips as a simple inconvenience, the HelloNation article describes them as an important safety feature. Circuit breakers interrupt power before wiring becomes dangerously hot. The article cautions that repeatedly resetting a breaker without identifying the cause allows the underlying circuit overload to persist, especially if household electrical needs continue to grow over time.

The article also explains that reducing the number of devices operating on one circuit may temporarily reduce interruptions. However, when everyday household activities consistently overload a circuit, the issue may indicate that the home’s electrical system no longer matches the family’s needs. This situation is especially common in older homes where electrical usage has steadily increased without corresponding updates to wiring, dedicated circuits, or the service panel.

The HelloNation article recommends seeking a professional electrical evaluation when breaker trips become a recurring pattern. An Electrical Expert can determine whether the problem is limited to a single overloaded circuit or reflects broader capacity concerns across the electrical system. The article explains that an evaluation may identify opportunities to add dedicated circuits, redistribute electrical loads, or improve the service panel to better support modern household demands while improving safety and reliability.

The article concludes that understanding the connection between breaker trips and electrical demand helps homeowners recognize that these interruptions serve an important protective purpose. Monitoring recurring trips helps identify potential capacity issues before continued electrical demand places additional stress on the home’s wiring and infrastructure.

When Breaker Trips Point to Too Much Electrical Demand features insights from Gerald Talbot, Electrical Expert of Knoxville, Tennessee, in HelloNation.

About HelloNation

HelloNation is America’s Good News Network, a premier media platform built on the idea that good news travels faster when real people tell real stories. Through its community-focused publications and innovative “edvertising” approach, HelloNation delivers content that informs, inspires, and spotlights the leaders making a meaningful impact in their communities.

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OtterBox Launches Sole Series Featuring Realtree®: Inspired by the Outdoors, Built for Everywhere

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FORT COLLINS, Colo., Aug. 17, 2026 /PRNewswire/ — OtterBox and Realtree® expand their longstanding collaboration with the introduction of Sole Series1 featuring Realtree, a new line of protective phone cases that blends authentic outdoor heritage with bold, modern design.

Wrapped in genuine Realtree Edge™ fabric and finished with a grippy, tread-inspired profile, the new Sole Series collection delivers a distinctive look and feel without compromising the protection OtterBox is known for. Every case showcases a one-of-a-kind camouflage pattern within three textured colorways that are equally fitting for the trails as they are for city streets: Overgrowth (an earthy, green-grey hue), Skyline (bright sky blue) and Ignite (vivid orange).

Sole Series is built for people who move seamlessly from outdoor adventures to everyday commutes. This new design with Realtree draws tactical inspiration from performance footwear and outerwear to fuse rugged protection with an elevated aesthetic. Whether you’re capturing content, navigating trails or tackling everyday life, Sole Series featuring Realtree delivers premium, functional features, including:

5X tested to military drop standard (MIL-STD-810G 516.6) for dependable protectionAuthentic, precision-cut Realtree® Edge™ fabric that creates a unique pattern on every caseHigh-ridge tread around the case edge for a secure, confident gripDetachable finger loop for comfortable carrying and added convenienceRaised edges that protect the camera and screenBuilt-in magnets engineered to work seamlessly with MagSafe accessoriesIntegrated Camera Control button for intuitive swiping, clicking and capturingConstructed with a minimum of 75% recycled content

Complete your device protection by pairing Sole Series featuring Realtree with OtterBox Glass screen protection for edge-to-edge defense.

OtterBox Sole Series featuring Realtree is available at OtterBox.com for iPhone 17, iPhone 17 Pro and iPhone 17 Pro Max for $59.99.

About OtterBox:
From humble beginnings in a Fort Collins, Colo. garage, OtterBox has spent over 25 years mastering the art of protection, delivering durable yet stylish phone cases that can go anywhere, do anything, so you can say ‘yes’ to everything. Whether you’re scaling mountains or simply surviving a Monday morning commute, OtterBox has you and your device covered.  

It’s no surprise OtterBox is the #1 most trusted smartphone case brand in the U.S. From ultra rugged to effortlessly stylish, OtterBox helps you follow your ‘yes’ anywhere. 

OtterBox. Made for Yes. 
At the heart of every OtterBox innovation is a commitment to create positive, lasting change. In partnership with the OtterCares Foundation, OtterBox says ‘yes’ to giving back by inspiring kids to change the world through entrepreneurship and philanthropy. Employees say ‘yes’ to giving back when they use 24 hours of paid time off each year to volunteer. Since 2011, OtterBox employees have logged more than 148,000 volunteer hours, contributing an estimated $3.8 million in value to local communities. Learn more about our ‘yes’ at otterbox.com/givingback
 
For more information, visit otterbox.com

1Sole Series is NOT protective against water. Will provide added protection against drops and shock. 

 

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Bloomberg Tax Introduces Controlled Calculations for Bloomberg Tax Workpapers

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New governed calculation capabilities help tax teams replace spreadsheet-driven state tax calculations with greater confidence, transparency, and efficiency

ARLINGTON, Va., Aug. 17, 2026 /PRNewswire/ — Bloomberg Tax today announced the launch of Controlled Calculations for Bloomberg Tax Workpapers, a new capability that helps corporate tax teams perform multiple complex state tax calculations with greater confidence, transparency, and efficiency.

Many tax departments still rely on sprawling spreadsheets to manage complex state tax calculations. As organizations grow, those manual processes become increasingly difficult to scale. Maintaining formulas across jurisdictions is time-consuming, increases the risk of errors, and pushes spreadsheets beyond what they’re designed to handle.  Controlled Calculations replaces those manual processes with a governed calculation environment that provides system-maintained tax rules, including general state apportionment rules, while allowing tax teams to customize calculations based on their specific business needs.

“The future of tax isn’t about building better spreadsheets, it’s about giving professionals better ways to navigate complexity,” said Evan Croen, head of Bloomberg Tax. “Controlled Calculations brings trusted tax intelligence, governed calculations, and connected workflows together so tax teams can spend less time maintaining formulas and more time applying their expertise.”

Unlike traditional spreadsheet-based processes, Controlled Calculations embeds system-maintained tax rules directly into the workflow while maintaining flexibility for organization-specific requirements. Built-in auditability provides visibility into every override, adjustment, and calculation throughout preparation and review.

Key capabilities include:

Governed state income tax calculations with system-maintained tax rulesFlexible support for organization-specific business logic and calculation structuresBuilt-in auditability and traceability throughout preparation and reviewConnected workflows across Bloomberg Tax Workpapers, Bloomberg Tax Research, and Bloomberg Tax ProvisionControlled Calculations expands Bloomberg Tax Workpapers as the operational hub of Bloomberg Tax’s Suite of Solutions, connecting trusted research, governed calculations, and tax provision in a unified workflow. Together, these capabilities help tax teams improve accuracy, reduce manual effort, and move from research to reporting with greater confidence.

For more information about Bloomberg Tax Workpapers, visit https://aboutbtax.com/bmzS.

About Bloomberg Tax

Bloomberg Tax delivers a comprehensive suite of solutions designed to help tax and accounting professionals navigate a complex global landscape. By combining practitioner-driven insights with intelligent, AI-powered tools, we provide the expertise you need to ensure compliance, streamline workflows, and drive strategic decision-making. Our integrated solutions simplify intricate calculations and adapt to changing regulations, empowering your organization to mitigate risk, optimize tax strategies, and achieve measurable results with confidence and precision.

Bloomberg Tax is part of Bloomberg Industry Group, an affiliate of Bloomberg L.P., a global leader in business and financial information, data, news, and insights.

For more information, visit bloombergtax.com.

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SOURCE Bloomberg Tax

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