!Ashesh Badanihttps://www.redhat.com/rhdc/managed-files/Ashesh-AIstack-blogpost_headerimage_750x350.png In the next decade, AI will redraw the map of technology...
As AI coding tools accelerate software delivery, they are also intensifying a problem DevOps and SRE teams have been dealing with for years: the unchecked growt...
Immutable Infrastructure in Kubernetes: A Cluster API Perspective Since the Cluster API 1.12 release announcement^1, I keep getting questions about immutabilit...
Introduction When refactoring Helm charts—whether moving logic, simplifying templates, merging files, or cleaning up loops and functions—the goal is to keep th...
Deploying complex, distributed scientific workflows across diverse HPC sites is often hindered by site-specific dependencies and complex build environments. Thi...
Aisalkyn Aidarova !Aisalkyn Aidarovahttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.a...
GitHub Actions OpenID Connect OIDC tokens now support repository custom properties as claims. Additionally, a new settings page is available in public preview,...
In modern IT operations ITOps, we face a paradox: our infrastructure is dynamic, scalable, and cloud‑native, but our operational processes are often static, man...
Announcing Docker Hardened System Packages Mar 3, 2026 Secure your container stack from the base image down. Docker Hardened System Packages offer multi‑distro...
Introduction A real story from someone who figured it out with no job, no mentor, and no money. I’m Prashik, a 25‑year‑old Computer Science graduate from Mahar...
'Posted on March 12, 2026 by Natalie Fisher and Benjamin Wang, Broadcom
In leader-based protocols for State Machine Replication (SMR), the leader's outgoing bandwidth is a natural throughput bottleneck. Erasure coding can alleviate ...
A surprising AI experiment showed that feeding a model sloppy code didn’t just produce bad programming, it produced bad behavior. The result points to something...
Most platform teams aren’t deciding whether they’ll run across multiple clouds. They already are, or they’ll be soon. The real question is how to migrate critic...
Rooted spanning trees (RSTs) are a core primitive in parallel graph analytics, underpinning algorithms such as biconnected components and planarity testing. On ...
We formalize the concept of subtime -- a reversible mode of information interchange within entangled systems -- and show how classical time emerges as an asympt...
NCCL is the de facto standard for collective GPU communication in large-scale distributed training, relying heavily on plugins to customize runtime behavior. Ho...
!image4.pnghttps://static-www.elastic.co/v3/assets/bltefdd0b53724fa2ce/bltce312bd3b20cc5da/69b2ef5a659ac4e67887c890/image4.png Hello from the Elastic DevRel tea...
Red Hat Satellite manages Red Hat Enterprise Linux RHEL systems at scale across the cloud and on‑premises. Last year, a model context protocol MCP server for Re...
Container Virtual Registry – A Pull‑Through Cache for Hardened Base Images If you're a platform engineer, you've probably had conversations like these: > Secur...
markdown !tomasz-zielonka-jhswx1S60qk-unsplash.jpghttps://static-www.elastic.co/v3/assets/bltefdd0b53724fa2ce/blt19c888448ea2c6c7/69b2ec1650b0709f223c5d0d/tomas...
JetBrains has launched a new “agentic” tooling stack that pairs a multi‑agent development environment, Air, with a standalone, LLM‑agnostic coding agent, Junie...
Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink. Hide child comments as we...
!Cover image for Building a Serverless Medical Document Processing Pipeline on AWS Textract + AIhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=co...
!Cover image for Architecting MLOps Connectivity: Balancing Isolation and Communicationhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravi...
Quantum computers have demonstrated utility in simulating quantum systems beyond brute-force classical approaches. As the community builds on these demonstratio...
Quantum computers have demonstrated utility in simulating quantum systems beyond brute-force classical approaches. As the community builds on these demonstratio...
Modern healthcare organizations demand high reliability from their enterprise systems. Workday, as a cloud‑based ERP spanning Human Capital Management HCM, fina...
The information flows in serverless platforms are complex and non-conservative. This is a direct result of how independently deployed functions interact under t...
Microservices are a dominant architecture in cloud computing, offering scalability and modularity, but also posing complex deployment challenges. As data center...
Observability has always had a data quality problem. AI coding agents just made it catastrophically worse. Shimmy sits down with the co‑founders of Sawmills to...
It's 11 PM. You've got a JIRA ticket open, an IDE with three unsaved files, a browser tab on Stack Overflow, and another on documentation. You're context‑switch...
markdown Blog Performance Inside Akology: How Offload and Performance Drive Speed and Resiliency !Patrick Saweikishttps://www.akamai.com/site/en/images/blog/use...
Google’s latest Gemini Code Assist updates focus on workflow, not hype: Agent Mode with Auto‑Approve, inline diffs, a Context Drawer, custom commands, Finish Ch...
Microsoft’s new Azure Skills Plugin closes the gap between AI‑written code and production deployments by packaging expert Azure knowledge as executable skills,...
Anthropic Code Review dispatches agent teams to find bugs in PRs. Multi‑agent analysis, severity ranking, and inline fixes for Teams and Enterprise....
Today's massive AI computation loads push heavy data synchronization across sites, i.e., nodes in data centers. Any reduction in such consensus latency can sign...
markdown !Cover image for “DevOps is dead, Long live Platform Engineering”https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,forma...
With the increasing volumes of Large Language Models (LLMs) and the expanding context lengths, attention computation has become a key performance bottleneck in ...
The Pulumi Registry now supports browsing documentation for previous versions of first‑party Pulumi providers. If you’ve ever needed to look up the API docs for...
Federated AI inverts the traditional machine learning paradigm. Instead of bringing data to the model, it brings the model to the data. Training happens locally...
Episode 1: Welcome to Container Harbour! 🚢 Listen. LISTEN. We Need to Talk About Your Apps. 🎤 You know what cracks me up? Every time someone asks “What IS Ku...
The Lift-and-Shift Trap Most cloud migrations in the midmarket fail not because of technology — they fail because of strategy. The classic mistake: an IT servi...
Overview An analysis of 2,000 organizations worldwide finds that historically lower‑performing software engineering teams are seeing nearly a 50 % improvement...
The AI Promise and the Reality The software development industry has witnessed an unprecedented transformation with the integration of artificial intelligence...
We briefly considered prompting our agents with the classic networking playbook: polish the profile, craft a compelling personal narrative, ask for warm intros,...
Modern applications rarely run as a single container. A real‑world stack often includes: - Frontend application - Backend service - Database - Message broker -...
The honeymoon phase of GenAI is over. After eighteen months of frantic prototyping, enterprise teams are waking up to a sobering reality: the demo that wowed st...
