DevOps & Cloud

Most organizations still treat governance like documentation. Policies. Approvals. Static controls. But runtime behavior keeps evolving after the document is si

This is the third article in a series. The first established that schema descriptions are...

You've Been to an Airport. You Already Understand Kubernetes. Imagine you're at a...

I’ve been thinking about a simple but painful problem: When something breaks in production, how do...

Visual Testing in GitLab CI: Integrate Visual Testing into Your Pipelines Visual testing...

Adding Kestra, Dagster, or Prefect alongside Airflow doesn't reduce orchestration complexity. It...

TL;DR This morning I ran a wider sweep of public GitHub repos that import...

When we started scaling our real-time Speech-to-Speech (S2S) translation service beyond a single...

Hey folks! 👋 I use Claude Code every day, but honestly I'm never quite sure which config is actually...

In DevOps, we often use Linux every day without truly understanding how the operating system works underneath. Continue reading on Medium »

Let’s set the scene. You’ve just spent the last three days architecting the perfect CI/CD pipeline. Your Dockerfiles are pristine, your… Continue reading on Med

Earlier this week @akshay_pachaar summarized a year of MCP-vs-CLI arguing into one sharp line: "The...

TL;DR for Fast Readers The Shift: Amazon EKS Auto Mode moves from managing infrastructure...

v8.0.2 is out now and it cleans up several rough edges that kept showing up under heavy tournament...

When auth providers add phone or QR verification to signup, automated account creation breaks. Here's how to redesign your pipelines to never depend on it.

It’s About Survivability. I've noticed that oprganizations still treat governance like a document. But systems don’t operate inside documents. They operate insi

Talent Forge Program · Project 1 | Beginner → Intermediate The exact project that proves you can...

Docker publishes ports by editing iptables directly, which skips UFW entirely. Here's why it happens and three ways to actually lock things down.

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

A self-service DevOps sandbox platform with auto-destroying environments, dynamic Nginx routing, and...

In the world of data engineering, the "it works on my machine" excuse is a relic of the past. Docker...

MCP exposes the agent’s tool calls. eBPF exposes the kernel events that explain why those tool...

What we actually changed in the workflow, what broke, and why verification became the real bottleneck. Continue reading on Medium »

The setup nobody accounted for Continue reading on Medium »

The Problem Our team manages a NetApp shared storage cluster holding operational data for...

If you’ve ever stared at a HTTP Basic: Access denied error at midnight before a deployment, this guide is for you. Continue reading on Medium »

Or, why my Helm install hung for five minutes and what I learned about iptables, CNIs, and running two Kubernetes distros on the same host. Continue reading on

The hidden cost of poor logging and monitoring Continue reading on Medium »

DevOps interviews are not like other interviews. You don't just get asked "what is a pod" or "what...

Managing cloud infrastructure often feels like a balancing act between utility and cost. Recently, I...

In this guide, we’ll walk through the process of hosting an application using AWS ECS Continue reading on Medium »

The Rust ecosystem has a great MMDB reader -maxminddb on crates.io. What it doesn’t have is a writer. Continue reading on Medium »

My stack runs Node 22 in GitHub Actions. Here's what Bun's Rust-core milestone means for pnpm workflows, Playwright installs, and build times in practice.

How DevContainers Create Reproducible Environments That Just Work Continue reading on Webmaster Nexus »

A step-by-step guide on stripping down the Linux kernel and enabling Paravirtualization (VirtIO) for maximum performance. Continue reading on Medium »

Hayatımda kaç kere duymuşumdur bunu. Bilgisayar kasıyor, uygulama açılmıyor, bir şeyler ters gidiyor — hemen bir ses geliyor: “Bi’ kapatıp… Continue reading on

Docker’s relationship with Linux firewalls has always been slightly awkward. For years, the project relied heavily on iptables, even as… Continue reading on Med

When you order food on apps like Swiggy or Zomato, everything looks simple. Continue reading on Medium »

Have you ever wondered what actually happens behind the scenes when you type an IP address into your browser and hit Enter? Continue reading on Medium »

What changes when PostgreSQL moves from development clusters to production workloads Continue reading on Medium »

The entry mechanism for R2K Level 1 (Identify) ── five lines of Dockerfile that change the support...

Today, I learned about Terraform type constraints and why they are essential for writing safe,...

One of the most common Kubernetes misunderstandings is this: Continue reading on Medium »

Why modern engineering teams are winning less by choosing trendy stacks — and more by seeing, debugging, and improving real production… Continue reading on Medi

In modern cloud environments, the “all-in-one” server is a relic of the past. Continue reading on Medium »

Let’s be honest: CI/CD setup can feel like a productivity black hole. You just want to test and...

I assumed adduser was a core Linux utility for a long time. Turns out on many distros it is just a Perl script wrapping useradd and making… Continue reading on

Docker fixes a real problem. Your app works on your laptop, then breaks on another machine. Docker removes that mismatch by packaging your… Continue reading on