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Pulumi Copilot Delivers Unparalleled Speed with Generative AI-Powered Intelligent Cloud Management

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Pulumi Copilot’s industry-leading capabilities accelerate cloud adoption across 160 clouds with integrated enterprise guardrails, enabling teams to spend more time building and less time on maintenance

SEATTLE, June 12, 2024 /PRNewswire-PRWeb/ — Infrastructure as code leader Pulumi today announced Pulumi Copilot, the most capable AI-powered assistant for general cloud infrastructure management. Pulumi Copilot combines the power of generative AI with semantic understanding of the cloud, and new skills, to unlock greater insights and controls over cloud applications and infrastructure. Pulumi Copilot’s expansive capabilities span many scenarios including efficiency, security, cost, and compliance. Pulumi Copilot pioneers a new era of intelligent infrastructure management, enabling organizations to more easily achieve greater cloud agility with enhanced confidence.

“AI will forever change cloud infrastructure management. We are already using AI in numerous ways to allow our infrastructure team to do more with less. Pulumi Copilot is a promising take on helping further turn the vision of AI-powered operations into reality.” – Kevin Keeler, A+E Networks

“AI will forever change cloud infrastructure management”, said Kevin Keeler, VP of DevOps, QA, and Architecture at A+E Networks. “We are already using AI in numerous ways to allow our infrastructure team to do more with less. Pulumi Copilot is an expansive and promising take on helping further turn the vision of AI-powered operations into reality.”

Pulumi Copilot is supported broadly across the Pulumi product portfolio:

Interactive copilot in Pulumi Cloud. Pulumi Cloud features a new interactive chat interface that follows engineers wherever they go and understands user, organization, and cloud context. This allows it to deliver highly personalized and targeted answers. Pulumi Copilot has been trained to be a virtual member of the infrastructure team. Simply ask any question, and the copilot, taught to leverage the underlying Pulumi data model and REST APIs, will provide relevant, contextual, and effective responses to queries across the entire platform.

Interact with any cloud resource anywhere. Pulumi Copilot understands the entirety of over 160 clouds, including public clouds (AWS, Azure, Google Cloud), private clouds (VMWare, Equinix), cloud native technologies (Kubernetes, Helm), SaaS providers (Snowflake, Cloudflare, Datadog), and more. Pulumi Copilot directly interfaces with cloud APIs and data models which, when combined with Pulumi’s unique “cloud supergraph”, allows users to query, modify, and manipulate resources on any cloud directly through the copilot interface with ease. This is enabled by Pulumi’s unique approach to infrastructure as code and integrates seamlessly with Pulumi’s security model and Pulumi ESC product for cloud access controls and management.

Automate any cloud management task. Pulumi Copilot enables intelligent automation across a diverse range of scenarios. This includes writing infrastructure code; provisioning and updating infrastructure; analyzing and updating infrastructure for cost, compliance, and security concerns; answering questions about cloud usage and team development velocity; troubleshooting problems; detecting anomalies through observability information; and much more. Pulumi Copilot enables organizations to streamline operations and enhance productivity.

For example, you can ask things like: “What versions of Kubernetes do I currently have deployed?” “What are my most expensive and least used resources in AWS?” “Why did my deployment last night fail?” “My Azure environment had an outage on Thursday evening, could you help diagnose why and recommend a fix?” In all cases, Pulumi Copilot uses its unique understanding of the world to answer the questions in a highly personalized and detailed way.

Intelligent documentation. The Pulumi documentation has been enlightened with a new interactive copilot to help users understand and ask questions about using Pulumi. This helps clarify topics or fill gaps in the documentation in real time as you browse. A documentation skill ensures this context is available anywhere there is interaction with Pulumi Copilot.

A smarter command line interface. New AI-driven quirks in the Pulumi CLI help with common infrastructure as code challenges, like diagnosing cloud errors, comprehending cloud infrastructure resources, generating code, and more. These capabilities are powered by Pulumi Copilot and deep link into the Pulumi Cloud, improving command line productivity and efficiency.

Pulumi Copilot leverages two years of innovation into generative AI, including Pulumi’s popular code-generation assistant launched in 2023 which has now processed nearly half a million prompts.

“Pulumi is a game-changer in terms of productivity,” said Matt Stephenson, Senior Principal Software Engineer at Starburst. “The platform team rewrote all their provisioning code for AWS VPCs and EKS clusters. Instead of spending weeks digging through API documentation, Pulumi’s AI provided contextual descriptions and code examples, allowing developers to rewrite their provisioning code in a matter of days.”

Pulumi Copilot is available to all Pulumi users starting today and is free during its public beta. Pulumi Copilot automatically lights up with all of Pulumi Cloud’s enterprise capabilities including SAML/SSO and role-based access control (RBAC), property search, AI controls, and auditing.

“We immediately saw the promise of large language models applied to cloud management,” said Joe Duffy, Co-founder and CEO of Pulumi. “We got started two years ago with infrastructure as code but rapidly expanded to all sorts of cloud management capabilities. Pulumi Copilot is a huge swing for the fences and we believe all cloud management at scale in the future will be AI assisted – and it’s better together with everything else we already do. We love dreaming big at Pulumi and it’s amazing to see this dream coming true.”

To get started with Pulumi Copilot, visit:

https://pulumi.com/blog/pulumi-copilot to learn more about this launchhttps://pulumi.com/start to get started with Pulumihttps://pulumi.com/product/pulumi-insights to learn more about Pulumi’s AI products

About Pulumi

Pulumi’s intelligent cloud management platform helps organizations deliver faster on any cloud and in any programming language. Powered by its flagship open source infrastructure as code technology, Pulumi’s product suite includes deployment workflows, secrets management, search, analytics, and insights for cloud applications and infrastructure – increasingly powered by AI. Pulumi’s 2,700+ customers and fast-growing community of nearly 200,000 practitioners do more with less. For more information, visit pulumi.com today.

Media Contact

Ray George, Peripety PR, 1 650-922-3825, ray@peripety.com, https://peripety.com/

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Northern Hemisphere Heat Drives Demand for Cooling and Sun-Protection Products on Yiwugo

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YIWU, China, July 24, 2026 /PRNewswire/ — Yiwugo.com, the official website of the Yiwu Commodity Market, is the largest commodity wholesale market in the world. The final whistle may have blown on the World Cup, but the intense heat gripping the Northern Hemisphere shows no sign of letting up. Europe has experienced unusually hot weather this year, sparking not only a surge in demand for air conditioners but also a boom in portable handheld fans. Merchants on Yiwugo say that in previous years, European customers would begin placing orders in March or April and take their time completing their annual procurement. This year, however, the purchasing season has stretched well into summer, with a flood of new buyers coming in, most of them looking for small handheld fans. With customers eager to capitalize on the peak summer season, delivery timelines have also become significantly tighter. Whereas orders in previous years could generally be fulfilled within a month, merchants are now frequently being asked to deliver within about a week, leaving manufacturers scrambling to keep pace with demand.

Lingpan Official Flagship Store has specialized in the production and sales of small fans, insulated cups, and related products for 15 years. This summer, demand from European customers for high-speed small fans has risen sharply, accompanied by urgent delivery requirements. Many customers began requesting shipment just one week after placing their orders, hoping the products would arrive in time for the World Cup and the ongoing heatwave across Europe. One long-standing European customer purchased only five models of small fans from Lingpan last year. Anticipating stronger demand ahead of this summer, the customer expanded the order to 10 models. The first shipment sold out soon after arriving at port, prompting several subsequent repeat orders. European buyers have shown particular interest in high-speed cooling fans and placed great requirements on product quality. So far this year, Lingpan’s fan sales have more than doubled compared with the same period last year, with total purchases reaching approximately RMB 1 million.

Beyond Europe, the owner of Lingpan, Ling Pan pointed out that the Indian market has also undergone significant changes over the past two years. Indian customers are showing great interest in panda-shaped fans, drinking cups, and related products. Procurement volumes among many Indian buyers have increased substantially, with average annual purchases now reaching several hundred thousand yuan.

Unlike European countries grappling with sudden heat waves, Asian markets such as Japan and South Korea, where summers are consistently hot and air conditioners and fans are already everyday essentials, have shown much stronger demand for sun-protection products. From April 1, 2026 to date, sales of sun-protection masks on Yiwugo have increased by 31.6% YoY, while sales of sun-protection face shields surged by 72.42% and sun hats rose by 8.1%.

Chen Jia, a Yiwugo merchant, has engaged in the production and sales of sun-protection masks and sun-protection face shields for eight years. Chen operates the Xiao Zhen and Xiao Mian Sun-Protection Products Workshop in District 4 of the Yiwu International Trade Market. In recent years, the company has customized cooling nylon fabrics for customers in Japan and South Korea. Sun-protection masks and sun-protection face shields made from this material not only offer UPF 50+ protection, but also maintain a more structured shape and are less susceptible to snagging or deformation. Their protective performance remains effective after routine washing, and the products can last for more than five years under normal use.

In 2024, a TV shopping operator from South Korea contacted Xiao Zheng and Xiao Mian through Yiwugo and began placing orders after inspecting the products in person. Over the following two years, the company continued to improve the fitness and design of its sun-protection products. It introduced sun-protection face shields with breathable mesh panels and incorporated soft supports around the nose area to prevent the masks from rubbing against lipstick. These product upgrades have steadily driven up customer ratings on the client’s store. Annual procurement, initially valued at around RMB 300,000, has risen year by year, and the company has since developed into a recognized brand in the local market.

Persistent heat across the Northern Hemisphere has been creating new forms of cross-border consumer demand while enabling Yiwugo merchants to keenly capture shifts in overseas markets. From the strong sales of small portable fans in Europe to the rising demand for functional sun-protection products in Japan and South Korea, the diversity of orders reflects both consumers’ need for relief from extreme heat and the ability of Yiwu manufacturers to strengthen their presence in global markets through product innovation and rapid fulfillment. Faced with a rapidly changing international market, many merchants are continuing to refine product designs, upgrade fabric techniques, and enhance supply efficiency. By leveraging Yiwugo to broaden their export channels, they are keeping pace with overseas consumption trends and capitalizing on the expanding market for cooling and sun-protection products, turning the summer heat into new momentum for cross-border trade.

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Snorkel AI Highlights First Wave of Open Benchmarks Grants Projects

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SAN FRANCISCO, July 24, 2026 /PRNewswire/ — Snorkel AI today highlighted the first group of projects supported through Open Benchmarks Grants, a $3 million commitment to support open-source datasets, benchmarks, and evaluation research.

Launched in February 2026, Open Benchmarks Grants has received hundreds of applications from researchers, labs, and engineers working to address a growing challenge: AI systems are advancing faster than the field’s ability to rigorously measure their performance on realistic, consequential work.

“From complex environments and huge autonomy horizons to rich, sophisticated outputs, these projects tackle some of the field’s hardest evaluation challenges,” said Fred Sala, a member of the Open Benchmarks Grants steering committee and assistant professor at the University of Wisconsin–Madison. “I’m excited to see the broader research community use, validate, and build on them.”

Open Benchmarks Grants provides selected teams with funding, expert data development support, research and engineering collaboration, and platform resources. Supported projects include:

Frontier-Bench (formerly Terminal-Bench 3.0), developed with Laude Institute and the Harbor community, is a harder, more domain-diverse successor to Terminal-Bench 2.1 — built in the open, task by task, under continuous adversarial review.Agents’ Last Exam, developed with UC Berkeley RDI and the RDI Foundation, evaluates agents on long-horizon, economically valuable professional workflows. It spans 55 sub-industries and includes more than 1,500 tasks toward a 5,000-task target, sourced and validated by more than 300 industry experts.OSWorld 2.0, developed with XLANG Lab, evaluates computer-use agents on 108 long-horizon workflows across 31 self-hosted web environments and professional desktop applications.Continual Learning Bench, developed with UC Berkeley SkyLab and the University of Wisconsin–Madison, measures whether agents genuinely improve across sequential, stateful tasks.SlopCode Bench, developed with the University of Wisconsin–Madison, measures how code quality degrades as coding agents repeatedly modify and extend their own solutions.Terminal-Bench 2.1, developed with Stanford University, Laude Institute and the Harbor community, evaluates agents on challenging work in terminal environments. The release corrected 28 tasks and introduced continuous validation.

With support from Open Benchmarks Grants, Terminal-Bench Science is also now in development, extending the Terminal-Bench framework to computational research workflows across the life, physical, earth, and mathematical sciences.

Beyond the grants program, Snorkel led the development of Senior SWE-Bench with the research teams at Princeton University and the University of Wisconsin–Madison. The benchmark evaluates coding agents on senior-level engineering work, including implementing features from realistic instructions, investigating bugs that require runtime analysis, and producing code that follows existing codebase conventions.

Open Benchmarks Grants was established with support from Hugging Face, Prime Intellect, Together AI, Factory, Harbor, and PyTorch. Applications remain open and are reviewed on a rolling basis.

Learn more and apply for a grant at benchmarks.snorkel.ai.

About Snorkel AI
Snorkel AI is the frontier AI data lab, helping teams build the data and environments behind high-performing frontier and agentic AI. We combine technology with research-driven AI data development to create datasets, benchmarks, evals, and custom solutions for real-world AI systems. Founded out of the Stanford AI Lab in 2019, Snorkel works with leading AI labs and enterprises to move from better data to better outcomes. 

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Payzli Vaults to No. 3 on Tampa Bay’s Fast 50, Up From No. 22 in One Year

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Payments technology company, Payzli earns a second consecutive Fast 50 ranking, crediting the climb to accelerating partner and merchant growth on its proprietary technology stack.

TAMPA, Fla., July 24, 2026 /PRNewswire/ — Payzli, the partner-first payments technology company, has been named the No. 3 fastest-growing company in the region on the Tampa Bay Business Journal’s 2026 Fast 50 – a 19-spot climb from its No. 22 debut last year, and the company’s second consecutive year on the list.

The ranking was announced July 23 at the Tampa Bay Business Journal’s Fast 50 event in Tampa, where Co-Founder and Chief Revenue Officer Naim Hamdar accepted the award alongside members of the Payzli team.

Payzli attributed its growth to a compounding effect: a national network of ISOs, agents and ISVs bringing merchants onto a technology platform Payzli built and operated in-house. 

That platform rests on three proprietary pillars:

Payzli Connect: the company’s payment CRM and merchant-and-partner dashboard, giving agents and ISOs daily residuals visibility and giving merchants a single place to run their account.Payzli POS: AI-powered point-of-sale and business software purpose-built for service businesses, including salons, med spas, wellness studios, and independent operators.Payzli Transact: an online payment gateway built on Visa Platform Connect through Payzli’s partnership with Visa Acceptance Solutions.

The Visa Acceptance Solutions partnership is central to how Payzli frames its credibility: rather than assembling a growth story on top of borrowed infrastructure, the company processes on rails backed by one of the most established networks in the industry alongside Fiserv and TSYS – a point that matters to the partners and merchants deciding where to place their volume.

“A second year on this list, and a jump to No. 3, isn’t about one good quarter. It’s about a network deciding to build with us and stay,” said Naim Hamdar, Co-Founder and Chief Revenue Officer of Payzli. “Every rank on this list represents partners we’ve earned and merchants who trust us to run their payments. We built the technology in-house so we could keep the promises the industry usually breaks: nothing hidden, a real person in reach, and daily residual visibility our agents can actually count on. That’s what this ranking measures and it’s why we’re doing it all, for the joy of business.”

“They say nothing in Tampa moves fast except the afternoon thunderstorms, so making the Fast 50 two years running feels pretty good,” said Kapil Pershad, Co-Founder and Chief Technology Officer of Payzli. “In all seriousness, this is a credit to our team and the businesses that trust us to power their growth.”

The Fast 50, produced by the Tampa Bay Business Journal, recognizes the fastest-growing private companies in the Tampa Bay region. Payzli’s return to the list and its move into the top three reflects a merchant-first product suite and a rapidly expanding national partner network across the payments and embedded-finance landscape.

About Payzli

Payzli is an end-to-end payments technology partner that makes accepting payments simpler and affordable for businesses of all sizes and risk levels. Founded in 2020 and headquartered in Tampa, Florida, Payzli brings together in-person processing, an advanced online gateway, AI-powered point of sale, and mobile and contactless payments – backed by its own technology, honest pricing, and dedicated human support. Built partner-first, Payzli equips ISOs, agents, developers, and independent software vendors to grow, with direct integrations to major processing platforms, in-house underwriting, a flexible credit policy, a Visa Acceptance Solutions foundation partnership, and sponsor-bank backing from Esquire Bank, a NASDAQ-listed strategic investor in Payzli. For more information, email partners@payzli.com or visit payzli.com.

Payzli is a registered trademark of United Payment Systems LLC. United Payment Systems LLC is a registered ISO of Esquire Bank (Jericho, NY), Commercial Bank of California (Irvine, CA), and KeyBank, National Association (Cleveland, OH).

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