You can do a lot building on of Tailscale. But you can also do much less, intentionally. Here's one example....

Did you know you can now run containers natively on macOS? At WWDC 2025, Apple announced Containerization and Container CLI — in other words, native Linux conta...

Organizations leading in AI make it foundational. They rethink processes and integrate new technologies from the start to improve efficiency. The post Azure upd...

Inter-node communication bandwidth increasingly constrains distributed training at scale on multi-node GPU clusters. While compact models are the ultimate deplo...

Article URL: https://resources.github.com/actions/2026-pricing-changes-for-github-actions/ Comments URL: https://news.ycombinator.com/item?id=46291156 Points: 1...

On January 1, 2026, GitHub will reduce the price of GitHub‑hosted runners by up to 39 % — depending on the machine type used pricing detailshttps://docs.github....

Despite billions in AI investment and countless vendor promises, most enterprises are still treating AI agents like glorified copilots rather than autonomous sy...

Vault Secrets Operator VSO has simplified secrets management between HashiCorp Vault and Kubernetes by automatically syncing secrets from Vault into Kubernetes...

In some models of parallel computation, jobs are split into smaller tasks and can be executed completely asynchronously. In other situations the parallel tasks ...

Edge computing decentralizes computing resources, allowing for novel applications in domains such as the Internet of Things (IoT) in healthcare and agriculture ...

Workflow 🚀 Designing resilient Kubernetes rollouts Short, advanced explainer — practical & principle‑focused. Workflow 1. Prefer canary over blue/green for hi...

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The rise of GenAI brings complex, non-deterministic security risks that traditional methods can't handle. Discover Evo by Snyk, the world's first agentic securi...

Introducción El AWS Community Day Bolivia 2025 se celebró en septiembre sí, con varios meses de retraso. Para mí, este evento marcó un parteaguas en la visión...

Vehicular Edge Computing (VEC) has emerged as a promising paradigm for enhancing the computational efficiency and service quality in intelligent transportation ...

2025 was an incredible year for network operations NetOps and Red Hat Ansible Automation Platform. To address growing network complexity, Red Hat provided the t...

Elastic and Alteryx’s partnership offers an end-to-end solution for trusted enterprise GenAI. It provides a seamless workflow for RAG by preparing, enriching, s...

Elastic is excited to announce the availability of Elastic Cloud Serverless in four new Google Cloud regions around the world. Built on a Search AI Lake archite...

Enriching metrics with metadata labels can be surprisingly tricky in Prometheus, even if you're a PromQL wiz! The PromQL join query traditionally used for this...

2025 proved to be dynamic in the world of enterprise IT – from the full‑on emergence of AI agentshttps://www.redhat.com/en/products/ai/agentic-ai to the renewed...

Managing credentials in CI/CD pipelines has always involved tradeoffs. Long-lived access tokens are convenient but create security risks when they leak or fall...

The Announcement What is the news? Red Hat announced on December 16, 2025, that it has acquired Chatterbox Labs, a private company founded in 2011 that provide...

Extreme heterogeneity in emerging HPC systems are starting to include quantum accelerators, motivating runtimes that can coordinate between classical and quantu...

Tile-based many-Processing Element (PE) accelerators can achieve competitive performance on General Matrix Multiplication (GEMM), but they are extremely hard to...

Business data often lives in hundreds of disconnected Excel files, making it invisible to decision-makers. Here is a pattern for Citizen Data Engineering using...

The Square Kilometre Array (SKA) project will operate one of the world's largest continuous scientific data systems, sustaining petascale imaging under strict p...

Large Mixture-of-Experts (MoE) model inference is challenging due to high resource demands and dynamic workloads. Existing solutions often deploy the entire mod...

You log into your DevOps portal, pinched to think about 300 different metrics: CPU, latency, errors, all lighting up red on your dashboard. But what to prioriti...

TL;DR - Treat Terraform dependency management as two different systems: providers are selected and pinned via .terraform.lock.hcl repeatable by default, while m...

Se você usa EKS, provavelmente expõe aplicações com NGINX Ingress Controller e/ou AWS Load Balancer Controller usando Ingress tradicional. Mas há uma mudança im...

Introduction In many mobile app shops, builds are still done locally on dev laptops or through fragile CI scripts. This leads to inconsistent builds, wasted hou...

Why the Cloud Cost Crisis Matters in 2026 Cloud costs are spiraling out of control. Recent industry surveys show that 82% of organizations report cloud cost ov...

New Relic expands its observability platform with deep AWS integrations to speed incident resolution and support AI-driven DevOps workflows....

We present our 6th annual review of Internet trends and patterns observed across the globe, revealing the disruptions, advances and metrics that defined 2025....

This paper proposes a parallel-in-time method for computing continuous-time maximum-a-posteriori (MAP) trajectory estimates of the states of partially observed ...

High-performance computing (HPC) clusters consume enormous amounts of energy, with idle nodes as a major source of waste. Powering down unused nodes can mitigat...

With the rise of cryptocurrencies, many new applications built on decentralized blockchains have emerged. Blockchains are full-stack distributed systems where m...

We investigate adaptive minimal routing in 2D torus networks on chip NoCs under node fault conditions comparing a reinforcement learning RL based strategy to an...

Recent AWS and Cloudflare outages reveal how single subsystem failures can cascade globally. Learn key lessons on multi-cloud resilience, AI-powered monitoring,...

Microsoft's VS Code update brings Agent HQ, TypeScript 7 preview, and kills free IntelliCode. What developers need to know about the latest changes....

Explore this week’s DevOps jobs report featuring Senior DevOps Engineer and Lead DevOps roles from top employers across tech and enterprise....

IBM and HashiCorp end external language support for Terraform, pushing teams toward HCL. What this means for DevOps infrastructure management strategies....

Introduction Managing IAM users manually in AWS can quickly become complex, error‑prone, and difficult to scale. As teams grow, you need a repeatable, auditabl...

View on sreweekly.com A message from our sponsor, Depot: “Waiting for a runner” but the runner is online? Depot debugs three cases where symptoms misled enginee...

The scaling of computation throughput continues to outpace improvements in memory bandwidth, making many deep learning workloads memory-bound. Kernel fusion is ...

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