DevOps & Cloud

A security tool should be willing to scan itself. I used the public eliottreich/taskbounty-check...

You've probably had this incident. Dashboards are all green. CPU is fine. Memory looks good. Pods...

Tired of hunting through old repositories to copy-paste your .pre-commit-config.yaml? I’ve built a CLI tool that automates the tedious setup of linters and form

The foundation every later AI observability setup builds on. Continue reading on Medium »

I recently tried deploying a remote Model Context Protocol (MCP) server to Google Cloud Run so I could connect it to Cursor from anywhere… Continue reading on M

lode reimplements DVC's hot path in Go with a non-negotiable invariant: byte-identical compatibility with DVC 3.x. Static binary, parallel hashing, state DB tha

After hitting a sitemap _redirects bug and a Bluesky image race condition, I added three targeted smoke checks that catch silent Cloudflare Pages failures fast.

Today was intentionally a lighter learning day. Continue reading on Medium »

Why I run my servers on autopilot Systemd + cron + Hermes = zero-touch server operations. My servers haven't needed human attention in weeks.

Whenever something is down and nobody knows why, someone eventually says “maybe it’s DNS.” Here’s what’s actually happening when that’s… Continue reading on Med

Containers are ephemeral by design. The moment you stop and remove a container, everything written inside its filesystem disappears. Continue reading on Medium

When a workflow automation platform becomes the integration backbone for a business, it inherits the reliability expectations of… Continue reading on Medium »

Field notes from lift-and-replace migrations. We use AL2 → AL2023 as the example, but the pattern is broader than one OS. Continue reading on Medium »

Last updated: June 2026 | Reading time: ~8 mins | Difficulty: Medium (agar Docker se darr nahi toh...

Most early AI products hemorrhage runway by adopting infrastructure designed for companies ten stages...

Learn how to install Metrics Server, configure Horizontal Pod Autoscaler (HPA), monitor scaling events, and automatically scale Kubernetes Continue reading on M

Introduction Continue reading on Medium »

Stop Losing Important Files: Automate Linux Backups with a Simple Bash Script Continue reading on Medium »

A practical comparison to help you choose the right tool for your projects. Continue reading on Medium »

Why every business that ships software needs a pipeline that works for them Continue reading on Medium »

The Pod Is Running, but Users See 503: Start from the Request Path, Not the Pod Continue reading on Medium »

I was setting up a production PHP app on a Hostinger VPS Nginx, PHP FPM, MySQL, all running in Docker Compose. Continue reading on Medium »

Building VidCast: a production-grade, DevSecOps video-to-podcast platform on AWS EKS, from a four-person bootcamp team Continue reading on Medium »

This is one of the questions we get asked very often: Continue reading on Medium »

This will be a simple guide to restarting containers using reloader and external secrets operator. Continue reading on Medium »

You're three hours into a Friday afternoon deploy. Your Azure DevOps pipeline compiled successfully, the Fabric items synced, and the release gate passed. The p

Introduction Continue reading on Medium »

I'm Mychel Garzon, n8n Community Ambassador based in Helsinki and founder of AutomiQ . I help Nordic companies automate business processes on self-hosted n8n. O

Flying blind in production is not a strategy. Here’s how to actually see what’s happening inside your systems. Continue reading on Stackademic »

 Introduction: Why DevSecOps Matters More Than Ever Continue reading on Medium »

 Introduction: Why DevSecOps Matters More Than Ever Continue reading on Medium »

Field Notes: An IT Chronicle documents my homelab build on repurposed hardware, covering the technical decisions, tradeoffs, and industry… Continue reading on M

It was a quiet Tuesday afternoon, the kind where you’re deep in the “zone,” tweaking manifest files and running a routine `kubectl apply… Continue reading on Me

I didn’t understand monitoring for an embarrassingly long time. Continue reading on Medium »

After a failover/restarts, our Kafka log cleaner silently stalled on __consumer_offsets, disk kept growing, and we had no alerts. Here's… Continue reading on Me

A detailed guide comparing Git-based automation and manual direct binary hotfixes for deploying Rust web applications on a self-hosted… Continue reading on T3CH

In this post, we’ll see how we can build a Terraform Drift remediation workflow using Claude and GitLab. Terraform will be our source of… Continue reading on Me

Commercial helpdesk tools can eat up a startup’s runway quickly. Two agents on Intercom start at $74 per month, and that number jumps… Continue reading on Mediu

Learn how professional Linux scripts handle command line options, validate user input, and create cleaner, more user-friendly automation… Continue reading on Me

In October 2025, AWS shipped native linear and canary deployments for ECS. No CodeDeploy application, no deployment group, no separate… Continue reading on Medi

Why your system looks fine but is actually failing Continue reading on Medium »

From a Local Project to a Publicly Accessible Cloud Platform Continue reading on Medium »

Building a web application in 2026 is no longer just about writing functional code; it’s about managing complexity across decoupled… Continue reading on Medium

I wanted something similar to New Relic Synthetics, but built entirely in Azure. Continue reading on Medium »

How a single architectural decision in 2013 crowned Golang as the definitive language of cloud-native infrastructure. Continue reading on Medium »

To so many people in the market we talked to, we got to hear the same line over and over again. Why are you making this product? This is… Continue reading on Me

Kubernetes resource management is one of the most misunderstood causes of production outages. While CPU and memory requests and limits… Continue reading on Axon

Observability Should Start Before Your Startup Starts Scaling Continue reading on Medium »