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AWS AWS

I spent most of last year watching teams try to build AI agents from scratch. The common thread: they underestimated the infrastructure....

Kubernetes Flux CD

Our team spent three weeks in a conference room with bad coffee and two GitOps tools fighting for the same EKS cluster....

AWS AWS Cost

I got a $5,200 AWS bill once. For a staging environment. On a project that was supposed to cost $800/month. The culprit?...

Cloud Computing Multi-Cloud

Three years ago I watched a company spend $2.4 million and eleven months building a “cloud-agnostic” platform that ran equally on AWS,...

Kubernetes Argo Workflows

I spent two years babysitting a Jenkins cluster that ran 1,200 pipelines across three EKS environments. Every month, something broke. A plugin...

AWS Datadog

I’ve run all three in production. Not in a lab, not in a POC that got abandoned after two weeks. Datadog on...

Kubernetes KEDA

I still remember the day our monitoring dashboard went red. We had a critical batch processing system running on EKS, and the...

AWS Python

I spent my first year as a DevOps engineer doing the same thing every Friday: logging into the AWS console, finding EC2...

DevOps DORA Metrics

I’ll never forget the day my VP of Engineering asked me a simple question: “How are we doing?”

DevOps GitHub Copilot

I’ve spent the last three months using both GitHub Copilot and Kiro on actual DevOps work. Not toy examples. Not “write a...

Kubernetes Cilium

I spent a full Saturday afternoon in 2023 trying to figure out why a production EKS cluster was dropping packets between two...

AWS HashiCorp Vault

I once watched a team rotate a database password by editing a YAML file, pushing it to a private Git repo, and...

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