AI writes code fast—but without strong review it’s a liability. With the right boundaries, it’s a massive accelerator. In a new episode of DevOps Accents, we break down why AI-native teams are pulling ahead fast, while resistant ones are getting left behind.

Illustration of a vintage microphone wrapped in an orange cloth. Text reads "DevOps Accents Episode 68" and "Listen Now!" against an orange background.

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.

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

In the 83rd mkdev dispatch, Kirill talks about the recent CloudFare outage and what it means for the modern Internet. Also inside: Amazon API Gateway Portal, Husky's query engine, zero downtime database migrations and more!

DevOps Accents, episode 66: Is Kubernetes an Engineering Choice or a Must

In this episode of DevOps Accents, Kirill previews for Leo his speech for DevOps Pro Europe 2026. He examines the rise of Kubernetes as a near-requirement in tech—for both organizations and professionals—and why its dominance has surprisingly little to do with scaling, microservices, or capacity concerns.