CLOUD AI ENGINEERING TOOLKIT
AI Workflows for Cloud Engineers
Structured workflows for reviewing, securing, deploying, and documenting cloud infrastructure — using any AI coding tool and GitHub Actions.
Digital download • Lifetime access • Works with every major AI coding tool • Future updates included
Your AI-Assisted Cloud Engineering Workflow
Scaffold Terraform modules, IAM policies, Kubernetes manifests, and pipeline configs from structured AI prompts — fast and consistent every time.
Run structured AI-assisted code review workflows to catch security issues, misconfigurations, and cost risks before they reach production.
Apply security checklists and AI prompts to audit IAM roles, S3 policies, security groups, and Kubernetes RBAC before every deployment.
Confirm infrastructure changes with structured validation workflows before you merge — no more ‘looks good to me’ reviews on critical configs.
Ship with confidence using deployment readiness checklists and post-deploy verification workflows that catch regressions before users do.
THE PROBLEM
AI tools are powerful. Most cloud engineers don’t have workflows to use them well.
You’re using Cursor, Claude Code, or Copilot — but you’re winging the prompts, skipping structured review, and hoping nothing breaks in prod. CloudCareerKits gives you the workflows, prompts, and checklists to use AI the right way on real cloud engineering work.
WHAT YOU GET
Everything You Need to Integrate AI Into Your Cloud Work
Step-by-step workflows that tell your AI exactly what to do — review this Terraform module, audit this IAM policy, validate this pipeline. No more vague prompts getting vague results.
Pre-built security review checklists for AWS IAM, Kubernetes RBAC, S3 bucket policies, and network configuration — formatted for AI-assisted review so nothing gets missed.
Ready-to-edit config files for Cursor rules, CLAUDE.md, GitHub Copilot instructions, and VS Code workspace settings — set up your AI tools the right way from day one.
Every file is plain markdown — fully editable and customizable to fit your team’s stack, naming conventions, and processes. Adapt them in minutes, not hours.
Workflow prompts and templates designed to work with GitHub Actions — so you can build AI-assisted CI/CD pipelines that catch issues automatically on every PR.
These aren’t generic coding prompts. They’re purpose-built for cloud engineers working with Terraform, AWS, Kubernetes, and modern DevOps tooling every day.
UNIVERSAL COMPATIBILITY
Workflow First. Tool Second.
The workflows are designed to be universal. Adapt them to whichever AI coding tool your team uses.
Structured .cursorrules files and workflow prompts optimized for Cursor’s AI-first editor. Drop in the rules file and your AI starts following cloud engineering best practices immediately.
Pre-built CLAUDE.md files and agentic workflow patterns purpose-built for Claude Code. Configure your AI agent with the context it needs to work reliably on cloud infrastructure.
Workflow-first prompt patterns and Copilot instructions that work with Copilot’s inline completions and chat. Get consistent, structured output on Terraform and pipeline code.
Structured prompt workflows designed for ChatGPT’s Projects and conversation memory. Run cloud infrastructure reviews and generate compliant configs without starting from scratch.
Workflow prompts and review checklists compatible with Gemini’s coding and analysis capabilities. Use Google’s AI for structured cloud infrastructure review and documentation tasks.
Rules files and workflow patterns optimized for Windsurf’s agentic coding environment. Give Windsurf the guardrails and context it needs to work correctly on cloud infrastructure.
Workspace configurations and prompt files for VS Code with GitHub Copilot or AI extensions. Standardize how your AI assistant behaves across your cloud engineering projects.
Shell-ready workflow scripts and prompt files for CLI-based AI agents. Run structured cloud infrastructure reviews and code generation tasks directly from your terminal.
PRODUCT CATALOG
A Growing Library of AI Workflow Kits for Cloud Professionals
Start with the Starter Kit. Expand your workflow library as new kits are released.
Universal AI workflows, review systems, checklists, and tool-specific configs for AWS, Terraform, Kubernetes, and GitHub Actions.
Available now — $59
A structured library of production-ready AI prompts for common cloud, DevOps, and IT engineering tasks.
Coming soon — $79
Reusable Terraform module patterns paired with AI workflows for writing, reviewing, and validating infrastructure code.
Coming soon — $99
Structured security review workflows for AWS IAM, Kubernetes RBAC, and network configuration — with AI-assisted remediation prompts.
Coming soon
WHO IT’S FOR
Built for the Engineers Doing the Work
You’re building and maintaining AWS infrastructure every day. These workflows help you use AI to write better Terraform, catch IAM misconfigurations, and ship faster without cutting corners on security.
Pipelines, deployments, and automation are your domain. Use these kits to build AI-assisted GitHub Actions workflows, standardize deployment checklists, and review pipeline configs with structured prompts.
You’re responsible for the platform other engineers build on. These workflows help you standardize AI tool usage across your team, enforce review processes, and build internal tooling faster.
You move between clients and stacks. These kits give you a portable, professional AI workflow system you can adapt to any client environment — delivering consistent quality without rebuilding from scratch every engagement.
Why CloudCareerKits
Created by someone who works in cloud infrastructure daily — not a content marketer or generalist. Every workflow is grounded in real-world engineering practice.
Files delivered immediately after purchase. No waiting, no onboarding call, no SaaS subscription. Download, customize, and start using them today.
Plain markdown — no proprietary format, no vendor lock-in. Edit them to match your team’s stack, conventions, and processes in minutes.
Buy once, get updates forever. As AI tools evolve and new patterns emerge, we update the kits and you get the new versions at no additional cost.