📰 Medium · DevOps

A missing state file let one instruction destroy live infrastructure. Score the tool, not the model. · Architecting the AI Coworker · 9/22 Continue reading on M

A field guide to eliminating copy-paste sprawl across .NET, Go, and Python microservices using JFrog Artifactory — before a silent… Continue reading on Stackade

3–5 sets (or more) of SQL alert queries are needed to write for each Databricks table we are managing, and we have 1000+ tables in our… Continue reading on Medi

As organizations move applications to the cloud, security becomes a top priority. Two popular AWS security services are AWS WAF and AWS… Continue reading on Med

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 »

Trust is a dangerous word in security. Continue reading on NextGenThreat | Breach Stories & Linux Defense »

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 »

Cloud costs have become one of the biggest operational challenges for modern engineering teams. 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

In a cloud-native environment, we know Kubernetes is mainly used for the container orchestration process, managing multiple containers… Continue reading on Medi

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

AI is already in your software development lifecycle (SDLC), increasing throughput, and you can probably already see it in the data — more… Continue reading on

Why a 2011 tool still runs pipelines at Netflix, LinkedIn, and thousands of teams worldwide Continue reading on Medium »

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

Hello reader, welcome back to my second episode of the DevOps series. Continue reading on Medium »

A few months ago a team I know shipped a routine Friday deploy. Every monitor stayed green all weekend. On Monday they discovered the… Continue reading on Mediu

There is a certain kind of organizational dysfunction that does not announce itself with a big bang. Continue reading on Medium »

The Problem We’ve Been Ignoring Continue reading on Medium »

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