AWS Cost Optimization Hub Cloud Cost Management
When AWS announced Cost Optimization Hub at re: Invent 2023, my first reaction was: finally. For years, AWS savings recommendations had been scattered…
Architecture
⚑ Report a ProblemLatest Architecture news from Tech News
All topics
agents
ai
api
architecture
automation
aws
backend
beginners
career
database
devchallenge
devops
gemma
javascript
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
react
security
showdev
softwareengineering
systemdesign
tutorial
typescript
webdev
Most People Misunderstand Object Storage (Here’s the Mental Model That Actually Helps)
If you’ve used S3, MinIO, or any cloud storage API, it’s easy to assume object storage is just a “cloud folder system.” That assumption is wrong — and…
Railway vs Vercel (2026): When to Migrate Your Frontend and What Vercel Can't Replace
TL;DR I no longer recommend Railway as the default platform for serious production workloads after its recent pattern of platform-level incidents. Ver…
Demystifying Terraform: Bridging the Gap Between Infrastructure and Cloud
Let’s face it, tech events are thrilling, but can also be quite overwhelming. I went to AWS Student Community Day on 1st November 2025 in Tirupati. Th…
Gemini Prototyping, AI Code Migration Agents, and LLM Transparency Insights
Gemini Prototyping, AI Code Migration Agents, and LLM Transparency Insights Today's Highlights Today's highlights include Google Gemini's rapid app pr…
The End of the US Cloud Monopoly: AI Balkanization Is Here to Stay
By Vilius Vystartas | June 2026 The single, globally unified internet is gone. What's replacing it is a patchwork of sovereign AI zones, each running …
How to Configure Azure Virtual Networks and Subnets for Virtual Machine Deployment
Introduction Virtual networks are the foundation of communication in Microsoft Azure. They enable Azure resources to securely communicate with each ot…
FastAPI и S3 — строим сервис безопасной генерации временных ссылок
В современных веб-приложениях хранение файлов часто отдают специализированным объектным хранилищам, таким как S3 . Это удобно, масштабируемо и надежно…
🚀 AWS VPC Project: Build a Production-Ready Architecture with EC2, ALB, ASG & Bastion Host
In the previous articles, we learned about: VPC subnets Internet Gateway Route Tables Security Groups Network ACLs DNS and Route 53 Until now, we have…
Stop Using IAM Access Keys: Secure Cross-Cloud Workloads with OIDC Federation
As developers and DevOps engineers, we’ve all been there. You have an external service—maybe an Azure Dynamics 365 (D365) business application or a Gi…
I Read the Cloud Filings So You Don't Have To: a 12-Part Series
I've spent 35 years in IT operations. I worked Y2K remediation at Allstate, spent 2006-2014 inside Microsoft's cloud delivery organization, contribute…
AWS Golden Jacket: My Journey of Learning and Certification
Cloud technologies have been one of my biggest professional passions for many years, and AWS has played a significant role in that journey. Through co…
Multi-Cloud Deployment in Production: Cloud Run, Railway, Oracle Cloud
Multi-Cloud Deployment in Production: Cloud Run, Railway, Oracle Cloud Published on : 2026-06-06 Reading time : 10 min Tags : #devops #cloud #fastapi …
Data Gravity in the Cloud: Managing Latency in Global Database Architectures
Data gravity in the cloud is one of those concepts that sounds abstract until you've spent an afternoon debugging why your EU users are seeing 800ms q…
Deploying a Production-Grade Containerized System on AWS: ECS Fargate + ALB + RDS + ElastiCache + EventBridge
Author: Arafat Olayiwola — 5x AWS Community Builder Stack: Python 3.12 · FastAPI · Docker · AWS ECS Fargate · ALB · RDS · ElastiCache · EventBridge De…
From PaaS to VPS: My Roadmap to Self-Hosting My SaaS
I’ve been building my projects with Nuxt 4 and loving the speed of PaaS platforms. They are incredible for getting started quickly. But recently, I wa…
The Big Picture: How DevOps, Cloud and AI Are Converging — And What That Means for You
Pipeline & Prompts | Byte size guides on DevOps, Cloud and AI I Still Remember the Sound Forklifts beeping in reverse. Conveyor belts humming. Col…
What an AI Wants: A Temporal & Infra-Aware Roadmap
What an AI Wants: A Temporal & Infra-Aware Roadmap 1. Native Multi-Model Orchestration (The Verification Dome) The Concept: Gemini acts as the mas…
Why TPUs Aren't Popular (Even Though They're Cheaper Per Token)
If you only look at the spec sheet, the TPU story is overwhelming: lower cost-per-token, dramatically better watts-per-token, deterministic latency. T…
Preventing Cloud Configuration Drift Without the Headache of State Files
The transition to Infrastructure as Code revolutionized how engineering teams deploy and manage cloud resources. Instead of relying on error-prone man…
Hacking the Cloud: What Every Engineer Should Know About Cloud Security
Cloud computing has transformed how organizations build, deploy, and scale applications. From startups launching their first products to global enterp…
Understanding the Kubernetes Architecture
Kubernetes is usually deployed across multiple servers sharing workloads, improving reliability and scaling efficiency called cluster. Kubernetes clus…
The Future of AI Strategy – "Inference Economics" & Hybrid Infrastructure
As we continue to mature our AI capabilities, I want to share a strategic pivot that is currently reshaping how major enterprises scale their AI syste…
The Hidden Cost of Cloud Dictation: Why You Pay Three Times
** The Apparent Price: A "Modest" Subscription ** Fifteen dollars a month. That is the price displayed by most intelligent voice dictation services. A…
From pg-boss to Cloud Tasks: Fixing Queue Bursts and DB Connection Failures on Serverless
At Twio we picked pg-boss for our job queue, ran into trouble when we went serverless, looked at Pub/Sub, and ended up on Google Cloud Tasks. This is …
Build a FinOps culture for cloud cost control
Cloud promised agility and lower costs, but rising bills have created new challenges. Enterprises now face pressure to make spending accountable and e…
The Ultimate Cloud Run Guide 2026
At Cloud Next '26, my teammate Wietse and I gave a talk called the Ultimate Guide to Cloud Run. We wanted to provide a comprehensive walkthrough of Cl…
some Kubernetes vulnerabilities do not have patches
There is a comforting rhythm to vulnerability management. A scanner finds a CVE. Someone opens a ticket. You upgrade a package. The scanner goes green…
I Spent 15 Months Porting a 20-Year-Old Computational Chemistry Binary to the Cloud. Alone.
My very first post. I am excited to be here. I retired from the software industry years ago and now work from a small back office in Oklahoma City. Mo…
We Cut $120,000 from Our Cloud Bill Without Sacrificing Reliability
We were running a cloud-hosted platform on AWS EKS , with EC2 worker nodes managed by us, MongoDB Atlas for NoSQL workloads, AWS RDS for relational da…