cloud operations

Buoyant has announced Kinference, a new open source project described as an inference control plane for Kubernetes, aimed at managing AI inference workloads on Kubernetes clusters. The company, known for its work on Linkerd, is extending its Kubernetes tooling into the growing field of machine learning infrastructure, and the announcement is drawing attention from developers and platform engineers following AI operations trends.

A new open-source benchmark for AI in cloud operations shows that reasoning, rather than tool use or data access, is the largest obstacle preventing AI agents from handling real-world cloud tasks effectively. The benchmark's release gives developers and researchers a standardized way to measure how well AI systems manage infrastructure, and early findings suggest current models struggle most with multi-step reasoning.

Buoyant, the company behind the Linkerd service mesh, has launched an open source control plane designed to manage AI workloads running on Kubernetes. The tooling targets the growing challenge of operating inference and training jobs on cloud-native infrastructure, giving platform teams centralized controls for AI-specific deployments alongside existing Kubernetes resources.

Oracle has abandoned a $7 billion cloud agreement with Tencent, following US government concerns over Chinese access to American cloud infrastructure. The deal, reportedly worth billions in cloud services for Tencent's operations, was dropped as regulators tighten oversight of foreign entities using US data centers. The move highlights growing tensions between Washington and Chinese tech firms, and signals stricter controls on cloud access for Chinese companies operating globally.

Samsung and SK Hynix have secured long-term memory supply agreements with major cloud operators, including OpenAI's Stargate data center project. The deals come amid persistent chip supply constraints, and attention is turning to how Sam Altman's arguments about efficiency will play out when large players with deep pockets can lock in memory reserves while smaller firms struggle for allocation.

Nvidia's sales teams are said to be verbally requiring global cloud partners to direct at least 51% of compute capacity to non-Chinese firms or risk losing chip allocations, effectively outsourcing export enforcement to private companies. Meanwhile, black-market Nvidia B300 racks in China are reportedly selling for around $2.8 million as operators scramble to replace lost high-paying customers.

Revolut has shifted around 2,000 developers from paid AI APIs to self-hosted GLM models, running on 56 Nvidia B200 GPUs. The company says costs dropped to roughly 30 cents per million tokens, about 90 percent less than before, with coding time down 60 percent and lead time down 70 percent. Runs operate in a regulatory sandbox with human oversight.

The hacking group DarkBlinders has reportedly compromised an Israeli target and gained access to the cloud environment of Iraq's Kurdish Regional Government. The disclosure highlights growing cyber operations against government and regional infrastructure in the Middle East, raising concerns about data security and possible espionage activity across both Israeli and Iraqi Kurdish systems.

Cloud Research Panel is promoting a single marketplace offering more than 2,000 social media marketing services across Instagram, YouTube, Facebook and Telegram. The advertisement, circulating online, positions the panel as a one-stop shop for boosting followers, likes and views. Such panels are popular with resellers and account owners looking for cheap engagement, though they operate in a grey area of platform terms of service.

Russian telecom operator MTS is working with Chinese cloud provider UCloud to develop an artificial intelligence platform, as part of a broader push to attract Chinese technology investments. The partnership signals MTS's effort to deepen technology ties with China and build out its AI capabilities amid shifting international partnerships.

Amazon chief executive Andy Jassy said investors are 'sleeping a bit' on the company's retail operations, arguing the market underappreciates that side of the business. His comments come as Amazon shares have fallen about 7% over the past six months, drawing attention to the gap between the retail arm's performance and the valuation focus on cloud and AI.

A new analysis asks where Amazon will stand five years from now, weighing its cloud business, advertising growth and retail operations against intensifying competition. The piece considers how artificial intelligence demand and semiconductor supply could shape Amazon Web Services' trajectory, and whether the company can keep pace with rivals in cloud and AI.

Hard drive manufacturing capacity through 2028 is reportedly sold out, with AI data center operators buying up supply for storage-heavy infrastructure. The shortage affects both cloud providers and enterprise buyers, who face longer lead times and higher prices as hyperscalers lock in inventory for expanding AI and data storage workloads.

Speaking at OSBA Connect, Frederike Kaltheuner of the AI Now Institute argued that true digital sovereignty requires actively shaping the market rather than leaving it to forces alone. She discussed what needs to change for European cloud providers to operate open AI models economically, a central concern for Europe's push for independence from US tech infrastructure.

Nvidia has instructed its cloud partners that Chinese business must account for no more than 49% of their operations, according to a Financial Times report. The reported cap, flagged by The Next Web, suggests Nvidia is trying to manage compliance risks around US export controls while preserving some presence in China. It highlights how chipmakers are restructuring partnerships to navigate tightening restrictions on advanced AI hardware sales.

The Estée Lauder Companies and Microsoft have announced a partnership focused on cloud, data, and AI capabilities. The collaboration will bring Microsoft's technology to the beauty company's operations, supporting digital transformation across its portfolio of brands. The announcement was reported by retail technology media, drawing attention within the retail and tech sectors.

Google Cloud has introduced ARTEX and Friends, a framework described as an 'agentic offensive' approach, signalling the use of autonomous AI agents in offensive security testing and red-team operations. The announcement places Google among the cloud providers formalising how AI agents can be used to probe and attack systems in controlled settings, and is drawing attention from security practitioners assessing its implications for enterprise defence.

Cloud security company Wiz is recruiting a Security Operations Specialist for an on-site role, with the opening listed on a blue team job board. The posting targets SOC and infosec professionals and is circulating among cybersecurity job seekers.

Salesforce has acquired Rune, a move aimed at strengthening its capabilities in military logistics. The deal, reported by marketing outlets, suggests the software company is extending its cloud and data tools toward defense-related supply chain and operational use cases. Details on the transaction value, Rune's technology, and how it will be integrated into Salesforce's offerings have not yet been disclosed.

Missouri marijuana businesses stand to save millions of dollars under potential federal tax relief, but uncertainty over IRS rules is clouding how much they would actually benefit. The state's cannabis industry, among the newest legal markets in the US, is watching closely as tax treatment for legal marijuana operators remains inconsistent and guidance from federal authorities is still unclear.

Amazon's chief executive said the company's retail business is being overlooked, arguing investors and observers underestimate its importance while attention goes to other parts of the company such as cloud computing and advertising. The comment adds to an ongoing debate about how much value Amazon's core shopping operations generate relative to its faster-growing segments.

A cloud-seeding startup plans to run drone-based weather modification operations in the Wasatch Back region of Utah this winter. The plans were reported by Park City news outlet TownLift. Cloud seeding aims to boost snowfall, a topic of interest in a ski-dependent region facing water supply and snowpack concerns. Reactions and further details about the company and its permits are not yet known.