Oct. 7, 2026 » The New Stack » [Archived Version]
Software vendors like to claim unified systems that act as a so-called single pane of glass for any given coding The post OpenSearch veterans launch Infino. Here’s why it matters for agent builders. appeared first on The New Stack.
Read MoreOct. 7, 2026 » The New Stack » [Archived Version]
OpenAI launched GPT-6.1 Sol on September 29, just a week after it launched GPT-6 Sol. OpenAI marketed 6.1 as an The post GPT-6.1 Sol vs. GPT-6 Astra: Same accuracy at 18% of the cost appeared first on The New Stack.
Read MoreOct. 7, 2026 » The New Stack » [Archived Version]
Technical documentation is increasingly being read by AI agents, creating a new set of demands around how that information is The post What’s up, Docsy? Google’s docs project joins the Linux Foundation as AI agents become readers appeared first on The New Stack.
Read MoreOct. 6, 2026 » The New Stack » [Archived Version]
Back in 2018, a scrappy startup called OpenAI used Kubernetes to balance compute loads across its own data centers and The post The CNCF is graduating projects faster than ever. AI agents are helping with the due diligence. appeared first on The New Stack.
Read MoreOct. 6, 2026 » The New Stack » [Archived Version]
Google released EmbeddingGemma 2 on Tuesday, putting text, code, image, video, and audio retrieval into a 740-million-parameter open model that The post Your phone’s vector index might be bigger than the AI model running it appeared first on The New Stack.
Read MoreOct. 6, 2026 » The New Stack » [Archived Version]
If there’s one thing the AI software engineering world doesn’t lack, it’s benchmarks. Want to know whether an agent can The post Copilot tops GitHub’s own AI code review benchmark. An independent one tells a different story. appeared first on The New Stack.
Read MoreOct. 6, 2026 » Kubernetes Blog » [Archived Version]
In Linux, cgroups (control groups) are a kernel feature used for managing system resources. Kubernetes uses cgroups to allocate resources like CPU and memory to containers, ensuring that applications run smoothly without interfering with each other. With the release of Kubernetes v1.31, support for v1 cgroup management moved into maintenance mode. Support for v2 cgroup management has been stable since Kubernetes v1.25. Compared with cgroup v1, cgroup v2 provides a single unified hierarchy, a mo…
Read MoreOct. 5, 2026 » Kubernetes Blog » [Archived Version]
Memory is often the first hard limit a Kubernetes cluster hits. Nodes run out of RAM long before they run out of CPU, and the new wave of agentic AI workloads makes this worse. These workloads demand large memory footprints to start up and run untrusted code, then sit idle waiting for the next prompt. That idle but resident memory is expensive, and it caps how many pods a node can hold. This is where swap helps. Kubernetes support for running nodes with swap enabled reached General Availability…
Read MoreSept. 22, 2026 » Kubernetes Blog » [Archived Version]
As Kubernetes adoption has grown, the conversation has shifted beyond running containers to managing increasingly complex application lifecycles. Modern platforms support stateless web services, stateful databases, batch processing, AI workloads, and platform services. At the same time, they must remain reliable during upgrades, scaling events, and infrastructure failures. Every Kubernetes user relies on SIG Apps, whether they realize it or not. Deployments, StatefulSets, DaemonSets, Jobs, and …
Read MoreSept. 21, 2026 » Kubernetes Blog » [Archived Version]
Kubernetes v1.37 promotes the PersistentVolumeClaimUnusedSinceTime feature gate to Beta (enabled by default). With this feature, the PersistentVolumeClaim (PVC) protection controller adds an Unused condition to each PVC, telling you whether any running pod currently references it — no custom tooling or cross-referencing required. For the API definition of PVC conditions, see the PersistentVolumeClaim API reference. Read on to learn how the Unused condition works and how to use it. Why track PVC…
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