Scaling AI from Scripts to Production: My Journey in Gen AI Academy Cohort 3
Introduction As a Computer Science student at Vardhaman College of Engineering, I spend a lot of time working on backend systems. Having previously…
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AI Harness: the worst and the best buzzword in the industry
--- title : " AI Harness: the worst and the best buzzword in the industry" published : false tags : [ ai , harness , middleware , finops , aws , bed…
How Does One Server Find Another Server? DNS, Private DNS, and Service Discovery Explained
Hey developers! 👋 Welcome back to our networking and infrastructure deep-dive series. In the previous article we learned something surprising: Two s…
Cloud Cost Optimization: A Startup FinOps Playbook
Cloud spending is on track to pass a trillion dollars a year, and most of it is wasted. Industry data puts idle resources, over-provisioned instance…
Tencent EdgeOne Makers: A Hands-On Review for Developers Who Want to Ship Web Apps and AI Agents in Minutes
If you've ever spent an entire weekend fighting with server configs, DNS propagation, or figuring out how to wire up storage and a model API just to…
Cutting Cloud Costs with a Few Habits
The Silent Budget Killer Cloud bills sneak up on you. One month you're paying $50, the next it's $500. The worst part? Most of that money goes to re…
The LCU Trap: Why Your Load Balancer Bill Has Nothing To Do With Bandwidth
` Most engineers assume load balancer costs scale with throughput: "We push 2 Gbps, so our bill should reflect 2 Gbps." That intuition is wrong. AWS…
I broke my own AWS infrastructure… without touching the infrastructure.
I had an EC2 instance running an application. Everything looked fine. Then I changed one Security Group rule . Suddenly… the application couldn't re…
I did Golden Images
Golden Images How I Stopped Manually Logging Into Every New Server The problem Every time I spun up a new server for a service, it worked but it was…
[Перевод] Как перенести сертификаты и значки Databricks при смене работодателя
Рынок ИТ нестабилен, и люди могут менять работодателей. Ваша предыдущая компания была партнером Databricks, и у вас был аккаунт в Databricks Partner…
Cloud Computing for Beginners: Multi-Cloud, Community Cloud & AWS
Cloud Computing for Beginners: Multi-Cloud, Community Cloud & AWS Cloud computing has changed how organizations build, deploy, and scale applica…
Multi-Cloud Mastery: Combining Microsoft Azure and Google Cloud Certifications in 2026
Modern enterprise IT strategy rarely relies on a single public cloud provider. Organizations routinely leverage Microsoft Azure for identity, active…
🩺 Building RadScan AI: Autonomous Multimodal Radiology Triage on GCP Cloud Run & Vertex AI
Disclaimer : This article was created for the purpose of entering the All Things Agentic Hackathon hosted by Google Cloud and Devpost. 💡 The Problem…
AWS in 2026: The Cloud Skills Every Developer Should Master ☁️🚀
The way we build software has completely changed. A few years ago, deploying an application often meant: Buy a server → Configure it → Install softw…
CoreWeave's AI-Native Infrastructure: Why GPU Orchestration for Agents Looks Nothing Like Traditional Cloud
Traditional cloud infrastructure treats compute as fungible. You request CPU or memory, the scheduler finds capacity, and your workload runs. AI wor…
Building a Data Trust Score Engine on Google Cloud with BigQuery, Data Catalog & Vertex AI
Data has become one of the most valuable assets for modern enterprises, powering everything from business intelligence dashboards to machine learnin…
Key integration points for A‑share real‑time Level‑2 API feeds
Intro While building a simple A‑share market monitor for my quant lab work, I initially only cared about extracting obvious metrics: last price, tot…
How We Cut AWS Staging Costs by 87% With EventBridge Scheduler (Zero Code Changes)
How We Cut AWS Staging Costs by 87% With EventBridge Scheduler No code changes. No Lambda functions. No complex scripts. Just 4 schedulers and a rea…
The Perimeter Moved to the Laptop: From Network, to Identity, to the Developer Endpoint
👉 TL;DR: The perimeter has moved before. It went from the network to identity, the shift everyone summarized as "identity is the new perimeter." It…
Stop Comparing GPU Clouds Only by $/Hour
Every GPU cloud comparison I see is a table of dollars per hour. Provider A is $2.10 an hour for an H100, provider B is $1.89, the newcomer is $1.40…
OpenAI Just Paused Its Own Model for Being Too Good at Finding Zero-Days. Read That Again.
The AI story this week that should stop you mid-scroll is not another benchmark or price cut. It is that OpenAI reportedly paused internal developme…
ChatGPT and Gemini Both Crossed a Billion Users. The Infrastructure Story Is the One Nobody's Telling
The headline this week is the round number: ChatGPT reportedly crossed a billion weekly users, Gemini is in the same territory within weeks of it, a…
What will happen if Cloud database becomes too expensive ???
For most of the last fifteen years, "move it to the cloud" was the answer to almost every data infrastructure question. Storage was cheap, compute w…
Stop Comparing GPU Clouds Only by $/hour
GPU Cloud Research · #002 — 11 min read The cheapest GPU instance is not always the cheapest way to finish a workload. GPU cloud comparison pages us…
🧐 ECS Express Mode vs Traditional ECS: A Hands-on Comparison with Terraform
Hola Amigos 👋 Welcome to the world of Cloud and Automation! AWS launched ECS Express Mode in late 2025, and in today’s blog, we will understand how…
3 Cloud Myths I Believed Before Passing AZ-900
Cloud computing can sound like magic—until you ask three practical questions: Who owns the hardware? Who manages it? And who pays when resources sit…
My Experience Running a Homelab on Oracle Cloud’s Free VPS
It’s been a while since I wrote a blog post. Recently, I decided to get back into writing and document something I’ve been playing around with: sett…
No More Midnight Deploys: The Magic of Blue-Green Deployments
No More Midnight Deploys: The Magic of Blue-Green Deployments Imagine trying to upgrade the engine of a commercial airplane while it is mid-flight w…
Azure Integration Services Interview Prep Part 3: Managed Identity, Key Vault, VNet , Private Endpoints, NSGs, RBAC and Token Validation
Part 1 covered the messaging services - Service Bus, Storage Queues, Event Hub, Event Grid. Part 2 covered the orchestration layer that processes wh…
AWS Portfolio Projects That Actually Teach Real Infrastructure
Some AWS portfolio projects look good in a README but do not teach much about production infrastructure. The better projects force you to answer pra…