Cloud computing, CI/CD pipelines, containerization, infrastructure as code, and DevOps practices.
k3d, kind, minikube, Helm, Kustomize, Tilt, Skaffold, DevSpace, Telepresence, k9s... it reads like an incantation, and it's easy to drown in. If you've ever opened the CNCF landscape and felt you had...
Warum Sie gerade heute Ihren Log‑Ansatz über Bord werfen sollten „Ich schaue einfach in die Log‑Datei, da finden sich alle Probleme.“ – Dieser Satz klingt fast schon wie ein Mantra im IT‑Su...
How Amazon ECS Deployment Circuit Breaker Detects Failures Amazon ECS (Elastic Container Service) uses a deployment circuit breaker to automatically roll back failed deployments. This featu...
A TOFU-based authorization model for headless AI agents By Mohamed Sherif If you’ve built an AI agent recently, you’ve probably run into the same problem. The first integration is easy. Your agent...
Three years ago, I deployed a memory-intensive data processing pipeline on what I thought was a "well-provisioned" server. The application ran fine for weeks. Then one Tuesday morning, right in the middle of business hours, everything went silent. No crashes, no errors in the logs...
Two years ago, I was that guy with a Raspberry Pi and a sketchy networking setup in my bedroom, convinced I could save money by self-hosting everything. My internet went down during a client demo. My cooling fan died at 2 AM. I lost three hours debugging something that should hav...
I spent three hours last week on a Slack call with our DevOps lead arguing about whether we should migrate off AWS. Not migrate away entirely, just make sure we *could* if things went sideways. The conversation went nowhere because we were both operating from completely different...
We benchmarked an AI agent on 52 broken clusters: kubectl vs a Kubernetes MCP server...
Three months into my current contract, I inherited an AWS infrastructure so tangled I spent two days just reading the Terraform trying to understand which security group rule was protecting what. The main.tf file was 487 lines of spaghetti, with inline comments like "don't touch...
Three months ago, I spent forty-five minutes trying to figure out if we'd been compromised. A customer reported unusual activity on their account. I logged into Cloudflare. Nothing obvious. Checked Auth0. Checked Stripe. Checked our Sentry logs. Checked Datadog. By the time I'd a...