Video diffusion models (VDMs) perform attention computation over the 3D spatio-temporal domain. Compared to large language models (LLMs) processing 1D sequences...
Process mining traditionally assumes centralized event data collection and analysis. However, modern Industrial Internet of Things systems increasingly operate ...
Recent advancements in Cloudflare Python Workers means fast cold starts, comprehensive package support, and a great developer experience. We explain how they we...
Lab Information The Nautilus DevOps team is migrating a portion of their infrastructure to AWS. To manage the complexity, they are breaking the migration into...
!Cover image for 🛠️ Mastering Docker Commands: Your Daily Toolkithttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/h...
View on sreweekly.com A message from our sponsor, Depot: Stop hunting through GitHub Actions logs. Depot now offers powerful CI log search across all your repos...
Infrastructure automation was supposed to make our systems reliable, predictable, and self‑healing. Instead, for many teams it has become: - Fragile - Hard to d...
It's Day 13 of the AWS Challenge, and today I learned something that reshaped my perspective of Infrastructure as Code: you don't have to manage everything. Up...
The Mental Model Mismatch in Logging Your logs are telling the wrong story. You're documenting your understanding of the code—the functions, classes, and inter...
Introduction During the AWS 30‑Day Challenge I spent two full days exploring Terraform’s built‑in functions. They turned many long, error‑prone configurations...
It's Day 10 of the AWS Challenge, and today I'm exploring the features that transform Terraform from a simple declarative tool into a flexible, intelligent conf...
Introduction It’s Day 9 of the AWS Challenge, and today’s focus builds on yesterday’s topic: Terraform lifecycle meta‑arguments. This deep dive covers controll...
Recap of Previous Weeks Over the past five weeks, we built a small but realistic Azure environment while learning the core Terraform concepts. We started by de...
If you missed our previous session you can catch up herehttps://dev.to/ikoh_sylva/altschool-of-engineering-tinyuka24-month-10-week-1-3cmi. !Image of an image in...
What are Data Sources? You can use data sources to fetch information about existing VPCs, subnets, AMIs, security groups, etc. hcl data 'data_source_type' 'dat...
On day 5 we saw variables in action. Today we dive deeper into type constraints in Terraform. Primitive Types Primitive types are the basic building blocks: str...
Data Source Think of a data source like a phone directory with a username and phone number as key‑value pairs accessed via an API. Instead of hard‑coding value...
Lab Information The Nautilus DevOps team is creating services on AWS and breaking the migration into smaller tasks for better control, risk mitigation, and res...
Lab Information As part of the migration, some components were added to the AWS account. The team created an EC2 instance that now requires changes. - Instance...
Introduction In today’s fast‑paced software world, DevOps is often mistaken for a set of tools or a job title. In reality, DevOps is a mindset—a way of thinkin...
Why the Terminal is Your Best Friend for AWS Management If you've been managing AWS resources exclusively through the web console, you're not wrong—but you mig...
Remember the feeling of building something exciting as a kid and wanting everyone to see it? Maybe it was a science project, a drawing, or a toy robot made from...
!Cover image for DevPill 3: How to deploy a container to your Kubernetes cluster GKEhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=...
Introduction As containerized applications scale across teams and environments, organizations quickly discover that building containers is only the first step....
!Forem Logohttps://media2.dev.to/dynamic/image/width=65,height=,fit=scale-down,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%...
Introduction In Kubernetes, while Deployments and Services are the recommended approach for managing applications, there are legitimate scenarios where you mig...
Anthropic says it has acquired Bun, a high-performance JavaScript toolkit, to turbocharge its artificial intelligence AI coding capabilities — further underscor...
Prerequisites - AWS account Free Tier works - Static website build React/Vite or plain HTML/CSS/JS - Basic familiarity with AWS Console Step 1: Build & Upload...
Lab Information The Nautilus DevOps team is strategizing the migration of a portion of their infrastructure to the AWS cloud. Recognizing the scale of this und...
Akamai Media Services Live 4 will be discontinued on December 31, 2026. The upgraded Akamai Media Services Live 5 is currently in general availability....
Agentic AI transforms observability by using autonomous agents to analyze telemetry, detect issues, and execute fixes—cutting MTTR and eliminating manual SRE to...
Redis is a popular in-memory data store that has become an essential component of many modern applications. With its high performance, scalability, and reliabil...
Rethinking Application Modernization in the GenAI Era Enterprises are accelerating their modernization journeys, driven by cloud mandates and growing demand for...
Advanced Functions in Terraform Building upon the foundational functions covered in Day 11, today we explore more specialized functions that enhance Terraform'...
When Docker first arrived, it felt like magic. I was working at a fintech startup then, and containers instantly killed the dreaded 'works on my machine' proble...
A malicious Rust package that was found to be downloading payloads aimed at stealing cryptocurrency was removed from the crates.io Rust package registry, along...
Akamai proved its resilience and scale by handling an 80% increase in traffic during the busiest shopping time of the year: Black Friday and Cyber Monday....
Function-as-a-Service (FaaS) computing is an emerging cloud computing paradigm for its ease-of-management and elasticity. However, optimizing scheduling for ser...
Placement of edge servers is the prerequisite of provisioning edge computing services for Internet of Vehicles (IoV). Fixed-site edge servers at Road Side Units...
This study evaluates AoS-to-SoA transformations over reduced-precision data layouts for a particle simulation code on several GPU platforms: We hypothesize that...
Federated learning (FL) holds strong potential for distributed machine learning, but in heterogeneous environments, Bandwidth-Constrained Clients (BCCs) often s...
!1https://www.redhat.com/rhdc/managed-files/styles/default_800/private/number-1.png.webp?itok=pDWx13kK Red Hat to deliver enhanced AI inference across AWS Red H...
Earlier this month at Red Hat OpenShift Commons, co‑located with KubeCon + CloudNativeCon NA in Atlanta, we had the chance to recognize a few OpenShift Superher...
Project Structure terraform-project/ │── main.tf │── variables.tf │── outputs.tf │── providers.tf │── terraform.tfvars │── modules/ │ └── ec2/ │ ├── main.tf │...
Harness this week extended its alliance with Amazon Web Services AWS to integrate their respective artificial intelligence AI agents to automate DevOps workflow...
Cron jobs are the silent workhorses of modern applications. They run backups, clean up data, send emails, sync with APIs, and handle countless other critical ta...
What a difference two or three days make. When I first landed in Las Vegas for re:Invent and saw the keynote previews, it looked like AWS was putting all its ch...
New limit for workflow_dispatch inputs You can now use up to 25 inputs on workflows triggered via the workflow_dispatch trigger. The previous limit was 10, whi...
