Refactor repository structure and update documentation

README.md

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-# TASK Write-up
+# Instructions
+
+You need to create a **repository implementing** the **best OPS practices** (fork this repository).
+You have 4 hours, or more if you choose to take additional time.
+The goal is to **automate the deployment** of an **API** on an **IPv4 Kubernetes cluster** in a scalable, observable, secure, and reproducible manner.
+
+## API Image
+
+The deployed image needs to be a FastAPI Python 3.12 API with the following specifications:
+- `GET /docs`: API documentation
+- `GET /health`: API metrics
+
+Feel free to:
+- modify the code and requirements
+- add any endpoints you find relevant.
+
+We have provided the API code in the `/app` directory and the requirements in the `requirements.txt` file
+
+## Guidelines
+
+- You need to create the API image
+- Regarding the Kubernetes cluster, you can either set up an EKS cluster on a free-tier AWS account and invite us, or you can create a local cluster with the flavour you want.
+- You can chose the stack you want for observability, scaling and security.
+- The most important is that we can reproduce your work with clear instructions.
+
+# Evaluation Criteria
+
+*Let us know the approximate time you spent on this assignment*
+
+- K8s knowledge
+- IAC knowledge
+- CI/CD knowledge
+- Security practices
+- Automation & Reproducibility
+- Clarity
 
-9

_DOCUMENTATION/README.MD

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+# TASK WRITEUP

app/readme.md

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-Making changes to trigger an app update.
-
-7
+POC Application in Python!