Sometimes i think to myself: “Cant just code understand what i want to make happen”. In that i mean that i want å folder that reflects the truth i want in my entire infrastructure. One folder that just have sub folders for services i want to be hosted in azure, and another folder containing my JSON definitions of the agents, AI models, and Foundry workflows.

Then i realized i know Terraform, Powershell, and how to use a computer. So i made exactly that.

Lets say i now want a Container app running some spesific API i made in Python. the only thing i need to now do is to make a new sub folder with a requirements, Docker, and the python. The rest is handled by Terraform (including Docker push). but if you need custom configuration on your container app there is a easy to manage YAML for that.

If i want to deploy a AI model that i don’t already have i just add a JSON in the models folder, and Terraform handles the rest.

the same goes for the agent constructions (including connections to fabric agents).

Now the crazyest part of this is that if i want to make a Microsoft foundry workflow and host a API in a container app i have a script that automatically figures out how to configure the container app to host the new work flow as a API.

The result is that through just creating the YAML definition of a Microsoft foundry workflow it can be provided to me as a API through just doing terraform apply –auto-approve

Scalable AI madness just through config files.