📰 Medium · Machine Learning

The winners are not the flashiest copilots. They are the tools that reduce deployment risk, incident noise, Kubernetes cost, security… Continue reading on Mediu

In many engineering organizations, release management still lives across too many places: Jira tickets, Slack threads, spreadsheets… Continue reading on Medium

Our CI eval gate failed anything under 90%. A change landed at 91%, passed, and shipped a regression that cost us two days. The absolute… Continue reading on Me

DevOps is one of the most in-demand skills today, but many beginners struggle despite consuming hours of tutorials. Continue reading on Medium »

Your infrastructure, mapped, documented, and queryable — automatically Continue reading on DevOps.dev »

This article was originally published here. Sign up for free to never miss out and join 200K weekly readers getting the most important… Continue reading on Medi

We need cloud for it’s services as we cannot own every piece of the data infrastructure. AWS cloud like GCP and Microsoft Azure is widely… Continue reading on T

I cranked Uvicorn workers to 20 expecting a performance breakthrough. Instead, my FastAPI app ground to a halt. Here is why more processes… Continue reading on

Sunday evening: Finally done. All 1,420 tests passing (100%). A/B testing framework complete after 6-day journey (Parts 1–5). Also: 20… Continue reading on Medi

A deep technical look at the GitHub Copilot CLI plugin that reads your repository, maps it to the live Microsoft Build catalog, scaffolds… Continue reading on M

Simple automation doesn’t need to be complicated. Continue reading on Medium »

Github restricted to use traditional UserID & Password approach and encourages the developers to utilize the other secured way of cloning… Continue reading on M