ABOUT CLOUDCAREERKITS
Built by a Cloud Engineer, for Cloud Engineers
CloudCareerKits exists because generic AI prompts weren’t solving real cloud engineering problems. The workflows here are designed to change that.
THE STORY
Why CloudCareerKits Exists
Cloud engineers started adopting AI tools quickly. But the results were inconsistent. Terraform that looked right but broke on apply. IAM policies that passed syntax checks and failed security reviews. GitHub Actions pipelines with hardcoded credentials. Kubernetes manifests that worked in dev and crashed in production.
The problem wasn’t the AI tools. The problem was the workflow. Engineers were using AI like a search engine — one-shot prompts with no context, no review stage, and no systematic way to validate output before deployment.
CloudCareerKits was built to fix that. Not by replacing the AI tools you already use, but by giving them the structured engineering process they need to produce output worth shipping. Every kit is workflow-first. The files and configs are how that workflow gets applied to your specific tool.
OUR PHILOSOPHY
Workflow First. Tool Second.
The value isn’t in the files. It’s in the structured engineering process those files enable.
The kits are designed for engineers who already understand cloud infrastructure. AI is a tool that accelerates your work. The workflows make sure it accelerates the right things.
Cloud infrastructure has real consequences. Every workflow includes a review and validation stage. Security isn’t an afterthought — it’s built into the process from the start.
No generic advice. No vague best practices. Every workflow, checklist, and template is designed for actual cloud engineering work in real production environments.
WHO THIS IS FOR
Built for Working Cloud Professionals
CloudCareerKits is built for cloud engineers, DevOps engineers, SREs, platform engineers, and cloud security professionals who are already using AI tools in their work and want to use them more effectively and more safely.
If you know what Terraform state backends are, why IAM least privilege matters, and what happens when a Kubernetes pod is missing resource limits — these kits are designed for you. The workflows assume foundational cloud knowledge and build on top of it.
CloudCareerKits is not a beginner cloud training program. It’s a professional tool system for experienced engineers who want better, safer AI-assisted workflows.