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exam webapp deployement file for azure

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@ -109,8 +109,6 @@ To run `prepare-app.sh` and `remove-app.sh`, your local environment must satisfy
- You must be authenticated to Azure by running `az login` successfully prior to execution. - You must be authenticated to Azure by running `az login` successfully prior to execution.
## 10. External Resources & Generative AI Usage ## 10. External Resources & Generative AI Usage
- **Generative AI Used:** Google Gemini (Antigravity pair programming agent).
- **Method of Use:**
- **Resolving Azure student account restrictions:** The TUKE Azure Student subscription imposes quota limits that prevent the creation of standard Virtual Machines and AKS node pools. AI assistance was used to diagnose these conflicts and redesign the deployment to use **Azure Container Instances (ACI)** as a VM-free alternative that is fully supported within the student quota. - **Resolving Azure student account restrictions:** The TUKE Azure Student subscription imposes quota limits that prevent the creation of standard Virtual Machines and AKS node pools. AI assistance was used to diagnose these conflicts and redesign the deployment to use **Azure Container Instances (ACI)** as a VM-free alternative that is fully supported within the student quota.
- **Building the HTTPS deployment pipeline:** AI was used to design and implement the `prepare-app.sh` script, specifically the integration of **Caddy** as a reverse proxy for automatic HTTPS certificate generation, and the secure Docker image push flow using temporary ACR OAuth tokens (bypassing the local Docker credential store). - **Building the HTTPS deployment pipeline:** AI was used to design and implement the `prepare-app.sh` script, specifically the integration of **Caddy** as a reverse proxy for automatic HTTPS certificate generation, and the secure Docker image push flow using temporary ACR OAuth tokens (bypassing the local Docker credential store).
- **Documentation:** This README was written with AI assistance, including the cost analysis, file descriptions, and configuration explanations. - **Documentation:** This README was written with AI assistance, including the cost analysis, file descriptions, and configuration explanations.