I built an AI agent that understands your AWS infrastructure

Suliman Abdulrazzaq — Sun, 08 Mar 2026 11:41:01 +0000

Most teams managing AWS today don't rely on the CLI directly anymore.

Instead, infrastructure is usually managed using Infrastructure as Code (IaC) tools like Terraform, Pulumi, or CloudFormation.

IaC is great for defining infrastructure because it provides:

But even with IaC, engineers still face operational tasks like:

These tasks often require jumping between the AWS console, documentation, logs, and infrastructure definitions.

That made me wonder:

What if an AI agent could understand your AWS infrastructure and help with those operational workflows?

So I built Zesky AI.

You can see it here:
https://zeskyai.com

Not a replacement for IaC

Tools like Terraform or Pulumi remain the best way to define infrastructure.

Zesky AI is not meant to replace IaC or the AWS console.

Instead, the goal is to assist with operational workflows around infrastructure.

Think of it more like an AI DevOps assistant that helps engineers understand and safely interact with their cloud environments.

Instead of navigating multiple dashboards or writing commands, you describe what you want in plain English.

Example:

"Open port 443 for my web server"

The system will:

The key idea is that the system analyzes the infrastructure first before suggesting any action.

Many AI tools generate commands without understanding the real infrastructure.

But cloud environments are complex, and running the wrong command can break production systems.

That’s why the agent first analyzes resources such as:

Only after understanding the environment does it suggest an action.

Some situations where this might be useful:

Instead of navigating several AWS pages, the agent analyzes the environment and proposes the correct action.

You still review and approve everything before it runs.

Right now I'm mostly trying to understand one thing:

Would something like this actually be useful for AWS engineers?

If you work with AWS, DevOps, or cloud infrastructure, I’d really appreciate your feedback.

What kinds of infrastructure tasks do you find the most repetitive or time-consuming?