Content by mkdev

Robot using a laptop at a desk, with a person curiously observing over a partition in a modern office setting.

AI Strategy Guide: How to Scale AI Across Your Business

Illustration of a person facing a powerful energy beam aimed at stacked servers, causing them to topple. On the right, a gorilla-like figure is holding a large server. The scene conveys chaos and energy, with vibrant orange and yellow hues.

Evolution of Capacity Management: From Bare Metal to Kubernetes

Illustration of a person wearing a scarf, feeding goldfish in a bowl using a beaker. Two goldfish swim in separate bowls, with bubbles and plants inside. The person has a focused expression, and orange tones highlight the image.

Processing Background Jobs on AWS: Lambda vs ECS vs ECS Fargate

Illustration of a person wearing an orange and white striped outfit standing in a small canoe on water. They are holding an orange balloon, and the background is a muted grayish-purple with soft, wavy lines suggesting movement. White splashes around the boat hint at gentle water activity.

The Ultimate Guide to Cloud Cost Optimization

Illustration of a person riding a large mechanical creature, holding a stick with a small carrot dangling from it. Another larger carrot is shown behind, with a hand reaching toward it. The stick is labeled "Ignorantia juris non excusat."

The carrot and stick of the EU AI Act

A robot and a person sit closely under a blanket fort, reading a book titled "Behave 101 for Good AIs." The scene is warmly lit by gentle glowing lights. A teddy bear sits nearby, adding a cozy atmosphere.

What is the EU AI Act?

Reasoning Models Are Too Slow For Experts

AI Literacy, Humans In The Loop and Machine Learning Evaluation

The Internet Is us-east-1 | ✉️ #80

In the 80th mkdev dispatch Kirill talks about the recent AWS outage and the bigger implications of our over-reliance on the cloud providers for the whole web. Also inside: Terraform Cloud token abuse, the infinite sadness of migrations, hashing and more!

Alt text: "MKDEV DISPATCH #80 cover featuring text 'THE INTERNET IS US-EAST-1' with a paper airplane graphic on a background of smaller paper airplanes."

Announcing the Open Source Terraform Provider for OpenAI

A robot kneels in front of a dollhouse, interacting with a figurine inside. The figurine wears an orange scarf. Next to it, an orange inflatable flamingo floats on the floor. Blocks are stacked in the background. The scene conveys creativity and playfulness in a stylized, artistic illustration.

Tired of managing OpenAI configs by hand? mkdev just open-sourced a Terraform provider that lets you automate everything—from API keys to generative AI workflows—all as code. Read the article to see how it turns infrastructure and AI into one seamless experience.

Dockerless

Re-explore containers from open standards perspective: learn all about Open Container Initiative (OCI) and how to see containers for what they really are.

[mkdev dispatch #79] When Developer Is No Longer a Profession?

Illustration of a person lounging in a chair with an orange scarf, casually holding a paper airplane, with the text "MKDEV DISPATCH" in the upper right corner.

In the 79th mkdev dispatch, Pablo talks about the last days of being a developer being a thing. Also inside: cross-account and cross-region log centralization in CloudWatch, Terraform Optimization Guide, CloudFlare Radar AI Insights and more!

DevOps Accents, episode 64: Chat GPT is making you dumber (not a clickbait, there is a research for that)

Chat GPT affects yout ability to think critically! But does it actually make you “dumber,” or does it free up mental bandwidth for more meaningful work? Together with data scientist Paul Larsen, we unpack recent studies from Microsoft and MIT, real cases from software development and education, and translate it into practical rules: when it’s safe to delegate to AI and when you should deliberately “work the mental muscles” yourself (code review, testing, architectural decisions). We also touch on the org-level effect: what happens to a team’s skills if engineers become AI babysitters, and how to build proper model monitoring and evaluation instead of endless human-in-the-loop, and what companies can do to minimize risks.