Collaborative edge-cloud frameworks have emerged as the main- stream paradigm for mobile automation, mitigating the latency and privacy risks inherent to monoli...
We describe and analyze a distributed compute architecture for SSO computational satellites that can potentially provide >100 kW compute power per launched m...
Key things to know before upgrading to Ansible Automation Platform 2.6 - Last version with an RPM‑based installer Red Hat Ansible Automation Platform 2.6 using...
Introdução Nesta terceira parte da série sobre comunicação nos times de DevOps, SRE e Engenharia de Plataforma, vamos falar sobre loops de feedback. Eles foram...
Modern Business Data Challenges For today’s modern businesses, the data landscape demands security and flexibility. You need to connect your observability plat...
Docker Sandboxes: Run Agents in YOLO Mode, Safely Mar 31 2026 Agents have crossed a threshold. Over a quarter of all production code is now AI‑authored, and de...
Anthropic has built a new frontier AI model so good at generating code and running agentic jobs that it’s too dangerous in the wrong hands to be widely released...
LoRA enables efficient customization of LLMs and is widely used in multi-tenant and multi-task serving. However, emerging model architectures such as MoE signif...
Pricing Update Overview We’re rolling out our first major pricing refresh since the introduction of usage‑based billing and a more generous free plan a few yea...
Modern Large Language Model (LLM) serving operates in highly volatile environments characterized by severe runtime dynamics, such as workload fluctuations and e...
A global case management system depends on a telephony surface to bind a live call to a customer record. When a call arrives, an external CTI frame loads inside...
!Cover image for Things kept breaking in my OCI lab… until I fixed IAMhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=au...
Introduction I still remember the first time I heard the term “multi‑cloud integration.” It was during a client meeting at Tata Consultancy Services in 2014. F...
When output token counts can be predicted at submission time (Gan et al., 2026), client-side scheduling against a black-box LLM API becomes semi-clairvoyant: de...
In this paper, we define a new class of distributed tasks, called SOS tasks (for Set of Output Sets tasks), defined by the set O of distinct output sets of valu...
In Milner's seminal book on communication and concurrency introducing CCS, a process algebra inherently non-deterministic, chapter 11 was completely devoted to ...
Multi-robot systems are becoming increasingly relevant within diverse application domains, such as healthcare, exploration, and rescue missions. However, buildi...
Effpi is a framework for writing strongly-typed message-passing programs in Scala, where the compiler enforces the conformance of process implementations to spe...
markdown !Kubernetes clusterhttps://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s...
Google’s internal Project Jitro marks the evolution of the Jules coding agent from a task‑executor to an outcome‑driven collaborator. By shifting from manual pr...
Overview Anthropic introduces Ultraplan, a research preview for Claude Code that shifts complex coding plans from the terminal to a collaborative cloud environ...
If you've ever stared at a 400‑line Kubernetes YAML file at 2 am trying to figure out why your service can't reach its database, this post is for you. I’m a fo...
Overview Model Context Protocol MCP servers often execute code or commands as instructed by an AI agent, exposing them to various risks. To help mitigate these...
The preview release of Claude Mythos presents a massive challenge for IT‑security experts, as well as an opportunity at least for the organizations that can aff...
Overview This year, Red Hat Summit 2026 is headed to Atlanta for an experience that’s more hands‑on and interactive than ever! Whether you’re a long‑time atten...
Version 8.19.14 of the Elastic Stack was released on April 8, 2026. We recommend you upgrade to this latest versionhttps://www.elastic.co/docs/deploy-manage/upg...
Elastic Stack 9.2.8 released !Karina_Blog_Header_Template_720x420_50.pnghttps://static-www.elastic.co/v3/assets/bltefdd0b53724fa2ce/blt55f29f420f15398c/69d66f0...
Version 9.3.3 of the Elastic Stack was released on April 8 2026. We recommend upgrading to this latest version – see the upgrade guidehttps://www.elastic.co/doc...
Bun Runtime Support for Pulumi _Last year we added support for Bun as a package manager for Pulumi TypeScript projects. Today we’re taking the next step: Bun i...
Prometheus has always prioritized solving complex technical challenges to deliver a reliable, performant open‑source monitoring system. Over time, however, user...
Query Fair Usage in Grafana Cloud In Grafana Cloud we use a simple yet generous formula that lets you query up to 100 × your monthly ingested log volume GB for...
Modern exascale GPU- and APU-based systems provide multiple power and energy sensors, but differences in scope, update rate, timing, and filtering complicate th...
A survey of 628 enterprise IT leaders conducted by the Futurum Group finds well over a third 36% plan on spending more than $1 million on observability in 2026,...
Overview There are days when I want an agent to work on a project, run commands, install packages, and poke around a repo without getting anywhere near the res...
Graphics Processing Units (GPUs) excel at regular data-parallel workloads where massive hardware parallelism can be readily exploited. In contrast, many importa...
Introduction The base Linux distribution we choose for building our container images affects the whole container stack: image size, performance, CVE exposure,...
Algorithms based on spatial tree traversal are widely regarded as among the most efficient and flexible approaches for many problems in CPU-based high-performan...
Apica today updated its Ascent platform to add support for synthetic data that is increasingly being used by artificial intelligence AI agents to observe applic...
Most Docker tutorials show secrets passed as environment variables. It's convenient, works everywhere, and feels simple. It's also fundamentally insecure. Envir...
While linearizability is a fundamental correctness condition for distributed systems, ensuring the linearizability of implementations can be quite complex. An e...
Runtime risk refers to security exposure caused by configuration, identity, or infrastructure changes after deployment....
AI‑assisted low‑code tools like VibeCode speed app development, but DevOps teams must ensure security, quality, and CI/CD integration....
In the world of AI coding, success hinges on code‑native solutions that integrate and verify changes directly in the codebase. Many AI tools fail by relying on...
Serverless computing, particularly Function-as-a-Service (FaaS), has revolutionized cloud computing by abstracting infrastructure management and enabling dynami...
We recently announced the general availability GAhttps://www.redhat.com/en/blog/general-availability-managed-identity-and-workload-identity-microsoft-azure-red-...
Once organizations move beyond experimenting with a small handful of large language models LLMs, the limits of manual model deployment become clear. What may wo...
Introduction Arm technology now powers a broad spectrum of on‑premises and cloud server workloads. Building on Ampere Computing's previous reference architectu...
