AWS Organization: Best Practices

AWS Community Builder / Cloud Architect / IT Lead / MLOps
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AWS Community Builder / Cloud Architect / IT Lead / MLOps
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Or: what happens when an engineer gets tired of explaining himself to his own tools.

A small confession, before anything else The thing that pushed me to build vibestack was not a strategy meeting. It was a Tuesday evening, and I was tired. I had spent maybe forty minutes in a Claude

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Introduction You know what? I see teams spinning up Kubernetes clusters for three microservices all the time. Then they spend two months figuring out pods, ingress controllers, and all that magic. And then they pay $70 per month just for three cluste...

The container orchestration landscape on AWS recently received significant enhancements with two major updates to Amazon Elastic Container Service (ECS): the introduction of ECS Managed Instances and built-in support for Linear and Canary deployment ...

Timur Galeev Blog
26 posts
Hi, I'm Timur ๐
Forward Deployed Engineer ยท AI ร Cloud. I build with LLMs, agents, and MCP servers on top of cloud infrastructure โ sitting close to the problem, prototyping fast, hardening for production.
15+ years architecting cloud platforms across AWS, GCP, and Azure. Now putting most hands-on hours into AI tooling on top of cloud, with open source as the public surface area.
Background arc: DevOps Architect โ Full Stack Developer โ Cloud Architect โ Head of IT / CTO โ AI ร Cloud / Forwa