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…
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What is DevOps? A Plain English Guide
Pipeline & Prompts | Byte size guides on DevOps, Cloud and AI Ever Wondered How Netflix Never Seems to Go Down? Think about this for a second. Net…
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…
rclone crypt: encrypt files client-side before they touch any cloud
If you want files encrypted before they ever reach a cloud provider — so the provider only ever sees ciphertext — rclone crypt is the simplest tool th…
How to secure Azure storage with Managed identities for a web app
Introduction Building a new app is exciting but shipping an app with poorly secured storage is a headline waiting to happen. When developers build app…
How We Sourced a 12-Part Tech Investigation So Every Claim Survives a Hostile Fact-Check
I just shipped a 12-part video series on cloud economics - depreciation schedules, lock-in, licensing disputes, bundling cases. The kind of material w…
⚙️ Terraform create AWS EC2 instance with Python environment
Terraform can provision an AWS EC2 instance and set up a Python virtual environment in a single, reproducible run — the whole workflow is declarative …
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 …
Azure MANA NIC Rollout: Could It Impact Your Aviatrix Gateways?
If you run Aviatrix on Azure, there is a slow-moving infrastructure change happening underneath your gateways right now that is worth paying attention…
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…
Netdata's Intrusive Cloud Account Prompts: How to Disable and Regain Focus on System Monitoring
Introduction Netdata, a once-revered open-source monitoring tool, has increasingly compromised its core functionality through aggressive and intrusive…
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…
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…
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…
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…
10 Important Azure Security Settings That Are Easy to Miss
When learning Azure security, I realized that many important security controls are already available in the platform but are easy to overlook during d…
Is AWS Certification Worth It in 2026?
Someone on Reddit asked last month: "Is AWS certification actually worth it or is it just a money-making scheme for Amazon?" The post got 400 upvotes …
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…
What Is the Difference Between Cloud Cost Optimization and Cloud Cost Management?
Cloud cost management and cloud cost optimization are often used interchangeably but they solve different problems. Understanding the distinction matt…
How a 2.8ms Network Delta Nearly Broke Our 7 TB Oracle to Amazon RDS Migration
Cross-posted from my infrastructure postmortem series at pavanbhatia.hashnode.dev . At 1:40 AM on Sunday, our 7 TB Oracle-to-Amazon RDS migration was …
Cold Starts in Serverless
The Great Serverless Pause: Battling the "Cold Start" Beast Ever ordered a pizza and it took ages to arrive, leaving you ravenous and staring at an em…
How I Built an AWS Cloud Security Project as a University Student
When most CS students are building simple CRUD apps for their thesis, I decided to go a different route. I built SecurePath — an automated AWS cloud s…
5090 vs 4090 for AI Workloads: Buy, Rent, or Validate in the Cloud?
Originally published at https://blog.runc.ai/5090-vs-4090/ . Key Takeaways RTX 5090 is the stronger flagship on paper, especially when your AI workflo…
Docker Desktop Alternatives: OrbStack vs Colima vs Rancher Desktop
Docker Desktop changed its licensing in August 2021, and the ripple effects are still spreading. Large organizations — roughly anyone above 250 employ…
Mastering Azure Entra ID: A Hands-On Guide to User Management and Privileged Roles
Cloud identity management sits at the center of modern IT operations. Whether you are managing a startup environment or a large enterprise infrastruct…
Developers keep failing AWS SAA-C03 for the same reason (and it's not lack of AWS knowledge)
I've looked at a lot of SAA-C03 failure patterns. The ones that show up again and again aren't from people who don't know AWS. They're from people who…
AWS vs Azure vs GCP: A Real Cloud Pricing Comparison
Choosing between AWS, Azure, and Google Cloud isn't just about picking the cheapest hourly rate. All three providers offer scalable compute, storage, …