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Have anyone build a CI cd pipeline from scratch?

Staging environments and release management are critical to reliable software delivery—70% of projects fail due to poor release management. A staging environment should mirror production to mitigate risk, support UAT and performance testing; it must

Big news for the research community: arXiv is moving to the cloud! The arXiv Cloud Edition (CE) project is officially underway — transitioning arXiv’s infrastructure from Cornell-hosted VMs to Google Cloud. This move isn’t just a lift-and-shift. We

Manual testing was slowing down every release cycle — and yet, bugs still made it to production. With a fast-paced MERN (MongoDB, Express, React, Node.js) environment and continuous delivery pipelines, we needed more than automated scripts. We neede

I have been trying to find my first job for over a year now. I’ve applied to 1000+ jobs, faced 800+ application rejection, and attended a few interviews but haven’t been successful yet. I am looking for referrals, paid internships, or entry-level de

One missing .env file nearly took our production down. During one of our projects, a routine deployment went live with everything seemingly in order. But moments later, critical services started failing, and our team quickly realized that something

Most ML models never make it past the notebook. Production is a different game entirely. I chose to focus on MLOps years ago. It changed my career trajectory. If you're starting out, build real systems early. Here are six beginner-friendly projec

I kept hitting the same wall: I’d have a solid idea, but turning it into enough video variations for different platforms took way too long. What helped was switching from “edit a video” to “build a repeatable pipeline”. Here’s the lightweight workf

Building a Web Application sound exciting until you face These Unexpected Challenges: Create a web application is more than just writing code. Here are some often over looked issues and terms run into, broken down key areas: 1) UI and UX Design Trans