📰 Medium · Data Science

CPU is normal. Memory is normal. Kubernetes says Ready. Customers are still buying. Then PostgreSQL stops writing, logs disappear, and the… Continue reading on

Database deployment using GitLab CICD pipeline Continue reading on Medium »

How to automate updates, run headless tests, schedule checks, and handle failures to catch WebKit shifts early. Continue reading on Medium »

For years, I treated the terminal like a necessary inconvenience. Continue reading on CodeToDeploy »

In Databricks, creating tools is straightforward. When I first tried to craft a tool I just wrote a regular function and registered it in… Continue reading on M

OpenTofu has grown well beyond being a community fork.After Continue reading on InfraDecodedOps »

OpenTofu Has Moved Beyond Being “Just a Fork.” Native State Encryption, New CLI Features, and Open Governance Are Giving Infrastructure… Continue reading on Inf

by Supavet Amornruksakul Continue reading on Agoda Engineering & Design »

A technical walkthrough of hosted agents, the Agent Connect SDK, and the architecture that gives a voice call and a text message one… Continue reading on DevOps

Have you ever joined a new team, excited to write code on your first day, only to spend hours fighting with your terminal before you can… Continue reading on Me

Devcontainers are great for reproducible, isolated dev environments. The one thing they tend to ruin? The polished, app-like coding… Continue reading on CodeX »

When discussing infrastructure, attention naturally focuses on roads, bridges, railways, ports, airports, and power plants. Continue reading on Medium »

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

Veriyle aram hep iyiydi. Ama ürünü gerçek dünyaya çıkarma sırası gelince, hiç bilmediğim bir dünyayla karşılaştım: container’lar, portlar… Continue reading on M

Understanding what each tool does, when to use it, and how they fit into modern container workflows Continue reading on CodeX »

How modern engineering teams understand what’s happening inside production systems ⚙️ Continue reading on CodeX »

Understanding what’s happening inside your system before users feel the pain ⚙️ Continue reading on Medium »

Docker is a platform for packaging, distributing, and running applications in lightweight, portable(you can run same application anywhere… Continue reading on M

Deploying applications used to be complicated. Continue reading on Medium »

Backup success means nothing if restores fail. Here’s what real-world Kubernetes recovery testing revealed → and the practices that… Continue reading on Medium

This article covers the exact 4-step path a Docker image takes before it becomes a running Pod — including the container runtime layer… Continue reading on Towa

I’ve just updated my Kubernetes Road Map repository — a complete guide designed to take you from the basics of Pods to advanced monitoring… Continue reading on

A single misconfigured eviction policy cascaded into $50K in lost revenue. This is the postmortem. Continue reading on Stackademic »

Machine learning (ML) is at the core of modern technology, enabling systems to learn from data and make intelligent decisions without… Continue reading on Mediu