feat(docs): finalized checklist.md

refactor(core): simplify core module

.github/workflows/build-image.yaml

@@ -15,7 +15,7 @@ on:
       context:
         description: "Docker build context path"
         required: false
-        default: "7project/backend"
+        default: "7project/src/backend"
         type: string
       pr_number:
         description: "PR number (required when mode=pr)"
@@ -94,7 +94,7 @@ jobs:
           tags: |
             ${{ env.IMAGE_REPO }}:${{ env.TAG1 }}
             ${{ env.IMAGE_REPO }}:${{ env.TAG2 }}
-          platforms: linux/amd64
+          platforms: linux/arm64,linux/amd64
 
       - name: Set outputs
         id: set

.github/workflows/deploy-pr.yaml

@@ -21,7 +21,7 @@ jobs:
     with:
       mode: pr
       image_repo: lukastrkan/cc-app-demo
-      context: 7project/backend
+      context: 7project/src/backend
       pr_number: ${{ github.event.pull_request.number }}
     secrets: inherit
 
@@ -90,9 +90,9 @@ jobs:
           PR=${{ github.event.pull_request.number }}
           RELEASE=myapp-pr-$PR
           NAMESPACE=pr-$PR
-          helm upgrade --install "$RELEASE" ./7project/charts/myapp-chart \
+          helm upgrade --install "$RELEASE" ./7project/src/charts/myapp-chart \
             -n "$NAMESPACE" --create-namespace \
-            -f 7project/charts/myapp-chart/values-dev.yaml \
+            -f 7project/src/charts/myapp-chart/values-dev.yaml \
             --set prNumber="$PR" \
             --set deployment="pr-$PR" \
             --set domain="$DOMAIN" \

.github/workflows/deploy-prod.yaml

@@ -4,9 +4,9 @@ on:
   push:
     branches: [ "main" ]
     paths:
-      - 7project/backend/**
-      - 7project/frontend/**
-      - 7project/charts/myapp-chart/**
+      - ../../7project/src/backend/**
+      - ../../7project/src/frontend/**
+      - ../../7project/src/charts/myapp-chart/**
       - .github/workflows/deploy-prod.yaml
       - .github/workflows/build-image.yaml
       - .github/workflows/frontend-pages.yml
@@ -32,7 +32,7 @@ jobs:
     with:
       mode: prod
       image_repo: lukastrkan/cc-app-demo
-      context: 7project/backend
+      context: 7project/src/backend
     secrets: inherit
 
   get_urls:
@@ -103,9 +103,9 @@ jobs:
           SMTP_FROM: ${{ secrets.SMTP_FROM }}
           UNIRATE_API_KEY: ${{ secrets.UNIRATE_API_KEY }}
         run: |
-          helm upgrade --install myapp ./7project/charts/myapp-chart \
+          helm upgrade --install myapp ./7project/src/charts/myapp-chart \
             -n prod --create-namespace \
-            -f 7project/charts/myapp-chart/values-prod.yaml \
+            -f 7project/src/charts/myapp-chart/values-prod.yaml \
             --set deployment="prod" \
             --set domain="$DOMAIN" \
             --set domain_scheme="$DOMAIN_SCHEME" \

.github/workflows/frontend-pages.yml

@@ -35,7 +35,7 @@ jobs:
     runs-on: ubuntu-latest
     defaults:
       run:
-        working-directory: 7project/frontend
+        working-directory: 7project/src/frontend
     steps:
       - name: Checkout
         uses: actions/checkout@v4
@@ -45,7 +45,7 @@ jobs:
         with:
           node-version: '20'
           cache: 'npm'
-          cache-dependency-path: 7project/frontend/package-lock.json
+          cache-dependency-path: 7project/src/frontend/package-lock.json
 
       - name: Install dependencies
         run: npm ci
@@ -61,7 +61,7 @@ jobs:
         uses: actions/upload-artifact@v4
         with:
           name: frontend-dist
-          path: 7project/frontend/dist
+          path: 7project/src/frontend/dist
 
   deploy:
     name: Deploy to Cloudflare Pages

.github/workflows/run-tests.yml

@@ -46,21 +46,21 @@ jobs:
 
       - name: Add test dependencies to requirements
         run: |
-          echo "pytest==8.4.2" >> ./7project/backend/requirements.txt
-          echo "pytest-asyncio==1.2.0" >> ./7project/backend/requirements.txt
+          echo "pytest==8.4.2" >> ./7project/src/backend/requirements.txt
+          echo "pytest-asyncio==1.2.0" >> ./7project/src/backend/requirements.txt
 
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
-          pip install -r ./7project/backend/requirements.txt
+          pip install -r ./7project/src/backend/requirements.txt
 
       - name: Run Alembic migrations
         run: |
           alembic upgrade head
-        working-directory: ./7project/backend
+        working-directory: ./7project/src/backend
 
       - name: Run tests with pytest
         env:
           PYTEST_RUN_CONFIG: "True"
         run: pytest
-        working-directory: ./7project/backend
+        working-directory: ./7project/src/backend

.idea/.gitignore

@@ -0,0 +1,8 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml

7project/.gitignore

@@ -1,8 +1,8 @@
-/tofu/controlplane.yaml
-/tofu/kubeconfig
-/tofu/talosconfig
-/tofu/terraform.tfstate
-/tofu/terraform.tfstate.backup
-/tofu/worker.yaml
-/tofu/.terraform.lock.hcl
-/tofu/.terraform/
+/src/tofu/controlplane.yaml
+/src/tofu/kubeconfig
+/src/tofu/talosconfig
+/src/tofu/terraform.tfstate
+/src/tofu/terraform.tfstate.backup
+/src/tofu/worker.yaml
+/src/tofu/.terraform.lock.hcl
+/src/tofu/.terraform/

7project/.idea/.gitignore

@@ -0,0 +1,8 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml

7project/README.md

@@ -1,43 +1,6 @@
-# Lab 6: Design Document for Course Project
-
-| Lab 6:      | Design Document for Course Project |
-| ----------- | ---------------------------------- |
-| Subject:    | DAT515 Cloud Computing             |
-| Deadline:   | **September 19, 2025 23:59**       |
-| Grading:    | No Grade                           |
-| Submission: | Group                              |
-
-## Table of Contents
-
-- [Table of Contents](#table-of-contents)
-- [1. Design Document (design.md)](#1-design-document-designmd)
-
-The design document is the first deliverable for your project.
-We separated this out as a separate deliverable, with its own deadline, to ensure that you have a clear plan before you start coding.
-This part only needs a cursory review by the teaching staff to ensure it is sufficiently comprehensive, while still realistic.
-The teaching staff will assign you to a project mentor who will provide guidance and support throughout the development process.
-
-## 1. Design Document (design.md)
-
-You are required to prepare a design document for your application.
-The design doc should be brief, well-organized and easy to understand.
-The design doc should be prepared in markdown format and named `design.md` and submitted in the project group's repository.
-Remember that you can use [mermaid diagrams](https://github.com/mermaid-js/mermaid#readme) in markdown files.
-
-The design doc **should include** the following sections:
-
-- **Overview**: A brief description of the application and its purpose.
-- **Architecture**: The high-level architecture of the application, including components, interactions, and data flow.
-- **Technologies**: The cloud computing technologies or services used in the application.
-- **Deployment**: The deployment strategy for the application, including any infrastructure requirements.
-
-The design document should be updated throughout the development process and reflect the final implementation of your project.
-
-Optional sections may include:
-
-- Security: The security measures implemented in the application to protect data and resources.
-- Scalability: The scalability considerations for the application, including load balancing and auto-scaling.
-- Monitoring: The monitoring and logging strategy for the application to track performance and detect issues.
-- Disaster Recovery: The disaster recovery plan for the application to ensure business continuity in case of failures.
-- Cost Analysis: The cost analysis of running the application on the cloud, including pricing models and cost-saving strategies.
-- References: Any external sources or references used in the design document.
+# Personal Finance Tracker
+## Folder Structure
+- meetings: Contains note from meetings 
+- scr: Source code for the project
+- checklist: Project checklist and self assessment tracking
+- report.md: Detailed report of the project

7project/backend/Dockerfile

@@ -1,8 +0,0 @@
-FROM python:3.11-trixie
-
-WORKDIR /app
-COPY requirements.txt .
-RUN pip install --no-cache-dir -r requirements.txt
-COPY . .
-EXPOSE 8000
-CMD alembic upgrade head && uvicorn app.app:fastApi --host 0.0.0.0 --port 8000

7project/backend/app/core/queue.py

@@ -1,6 +0,0 @@
-import app.celery_app  # noqa: F401
-from app.workers.celery_tasks import send_email
-
-
-def enqueue_email(to: str, subject: str, body: str) -> None:
-    send_email.delay(to, subject, body)

7project/backend/main.py

@@ -1,4 +0,0 @@
-import uvicorn
-
-if __name__ == "__main__":
-    uvicorn.run("app.app:app", host="0.0.0.0", log_level="info")

7project/checklist.md

@@ -7,64 +7,65 @@ Focus on areas that align with your project goals and interests.
 The core deliverables are required.
 This means that you must get at least 2 points for each item in this category.
 
-| **Category**                     | **Item**                                | **Max Points** | **Points**                                      |
-|----------------------------------| --------------------------------------- | -------------- |-------------------------------------------------|
-| **Core Deliverables (Required)** |                                         |                |                                                 |
-| Codebase & Organization          | Well-organized project structure        | 5              | 5                                               |
-|                                  | Clean, readable code                    | 5              | 4                                               |
-|                                  | Use planning tool (e.g., GitHub issues) | 5              | 4                                               |
-|                                  | Proper version control usage            | 5              | 5                                               |
-| 23                               | Complete source code                    | 5              | 5                                               |
-| Documentation                    | Comprehensive reproducibility report    | 10             | 4-5                                             |
-|                                  | Updated design document                 | 5              | 2                                               |
-|                                  | Clear build/deployment instructions     | 5              | 2                                               |
-|                                  | Troubleshooting guide                   | 5              | 1                                               |
-|                                  | Completed self-assessment table         | 5              | 2                                               |
-| 14                               | Hour sheets for all members             | 5              | 3                                               |
-| Presentation Video               | Project demonstration                   | 5              | 0                                               |
-|                                  | Code walk-through                       | 5              | 0                                               |
-| 0                                | Deployment showcase                     | 5              | 0                                               |
-| **Technical Implementation**     |                                         |                |                                                 |
-| Application Functionality        | Basic functionality works               | 10             | 8                                               |
-|                                  | Advanced features implemented           | 10             | 0                                               |
-|                                  | Error handling & robustness             | 10             | 4                                               |
-| 16                               | User-friendly interface                 | 5              | 4                                               |
-| Backend & Architecture           | Stateless web server                    | 5              | 5                                               |
-|                                  | Stateful application                    | 10             | ? WHAT DOES THIS MEAN                           |
-|                                  | Database integration                    | 10             | 10                                              |
-|                                  | API design                              | 5              | 5                                               |
-| 20                               | Microservices architecture              | 10             | 0                                               |
-| Cloud Integration                | Basic cloud deployment                  | 10             | 10                                              |
-|                                  | Cloud APIs usage                        | 10             | ? WHAT DOES THIS MEAN                           |
-|                                  | Serverless components                   | 10             | 0                                               |
-| 10                               | Advanced cloud services                 | 5              | 0                                               |
-| **DevOps & Deployment**          |                                         |                |                                                 |
-| Containerization                 | Basic Dockerfile                        | 5              | 5                                               |
-|                                  | Optimized Dockerfile                    | 5              | 0                                               |
-|                                  | Docker Compose                          | 5              | 5 - dev only                                    |
-| 15                               | Persistent storage                      | 5              | 5                                               |
-| Deployment & Scaling             | Manual deployment                       | 5              | 5                                               |
-|                                  | Automated deployment                    | 5              | 5                                               |
-|                                  | Multiple replicas                       | 5              | 5                                               |
-| 20                               | Kubernetes deployment                   | 10             | 10                                              |
-| **Quality Assurance**            |                                         |                |                                                 |
-| Testing                          | Unit tests                              | 5              | 2                                               |
-|                                  | Integration tests                       | 5              | 2                                               |
-|                                  | End-to-end tests                        | 5              | 5                                               |
-| 9                                | Performance testing                     | 5              | 0                                               |
-| Monitoring & Operations          | Health checks                           | 5              | 5                                               |
-|                                  | Logging                                 | 5              | 2 - only to terminal add logstash               |
-| 9                                | Metrics/Monitoring                      | 5              | 2 - only DB, need to create Prometheus endpoint |
-| Security                         | HTTPS/TLS                               | 5              | 5                                               |
-|                                  | Authentication                          | 5              | 5                                               |
-| 15                               | Authorization                           | 5              | 5                                               |
-| **Innovation & Excellence**      |                                         |                |                                                 |
-| Advanced Features and            | AI/ML Integration                       | 10             | 0                                               |
-| Technical Excellence             | Real-time features                      | 10             | 0                                               |
-|                                  | Creative problem solving                | 10             | ?                                               |
-|                                  | Performance optimization                | 5              | 2                                               |
-| 2                                | Exceptional user experience             | 5              | 0                                               |
-| **Total**                        |                                         | **255**        | **153**                                         |
+| **Category**                     | **Item**                                | **Max Points** | **Points** | **Comment**                                                                                                                                                                                |
+|:---------------------------------|:----------------------------------------|:---------------|:-----------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| **Core Deliverables (Required)** |                                         |                |            |                                                                                                                                                                                            |
+| Codebase & Organization          | Well-organized project structure        | 5              | 5          | Project is well-organized, each part is separated (backend, frontend, IaC) and these parts are separated even mode (modules, packages...)                                                  |
+|                                  | Clean, readable code                    | 5              | 4          | Should be readable(function names should help), but readability can always be improved                                                                                                     |
+|                                  | Use planning tool (e.g., GitHub issues) | 5              | 4          | We used Github issues                                                                                                                                                                      |
+|                                  | Proper version control usage            | 5              | 5          | We used branches for development, pull request reviews                                                                                                                                     |
+| 23                               | Complete source code                    | 5              | 5          | The code is complete  - entire codebase is in this repository                                                                                                                              |
+| Documentation                    | Comprehensive reproducibility report    | 10             | 10         | Our report is precise, anybody should be able to reproduce our deployment by following provided instructions                                                                               |
+|                                  | Updated design document                 | 5              | 4          | Our design document was updated and merged into the report                                                                                                                                 |
+|                                  | Clear build/deployment instructions     | 5              | 5          | Should be clear                                                                                                                                                                            |
+|                                  | Troubleshooting guide                   | 5              | 3          | When it comes to troubleshooting, there is never enough documentation                                                                                                                      |
+|                                  | Completed self-assessment table         | 5              | 5          | Completed.                                                                                                                                                                                 |
+| 32                               | Hour sheets for all members             | 5              | 5          | Filled.                                                                                                                                                                                    |
+| Presentation Video               | Project demonstration                   | 5              | 5          | Yes                                                                                                                                                                                        |
+|                                  | Code walk-through                       | 5              | 3          | There was not enough time to go through all of our code, so we just mentioned some parts of it.                                                                                            |
+| 13                               | Deployment showcase                     | 5              | 5          | Yes                                                                                                                                                                                        |
+| **Technical Implementation**     |                                         |                |            |                                                                                                                                                                                            |
+| Application Functionality        | Basic functionality works               | 10             | 10         | The app works as intended                                                                                                                                                                  |
+|                                  | Advanced features implemented           | 10             | 5          | OAuth, BankAPI connection (not only mock bank)                                                                                                                                             |
+|                                  | Error handling & robustness             | 10             | 5          | App notifies user about errors, errors in code are also logged by sentry and we get notified                                                                                               |
+| 24                               | User-friendly interface                 | 5              | 4          | Responsive interface with dark mode support, should by user friendly enough                                                                                                                |
+| Backend & Architecture           | Stateless web server                    | 5              | 5          | Yes, the web server is stateless - authentication uses JWT, not sessions.                                                                                                                  |
+|                                  | Stateful application                    | 10             | 10         | Yes, the app is stateful - data are persistently stored in database                                                                                                                        |
+|                                  | Database integration                    | 10             | 10         | We have deployed 3 MariaDB nodes with replication, MaxScale proxy and periodic backups. Connection app with this setup is same as with standalone db.                                      |
+|                                  | API design                              | 5              | 5          | Backend APIs are implemented with public Swagger docs                                                                                                                                      |
+| 33                               | Microservices architecture              | 10             | 3          | We have separated API deployment and worker deployment. Worker process slow tasks - emails, payment scraping. There is no need for another service in current state but adding it is easy. |
+| Cloud Integration                | Basic cloud deployment                  | 10             | 10         | Yes (In private cluster), using GH Actions and self-hosted runner.                                                                                                                         |
+|                                  | Cloud APIs usage                        | 10             | 8          | GH Actions deploys frontend to Cloudflare Pages, deployment creates CF tunnel record automatically                                                                                         |
+|                                  | Serverless components                   | 10             | 10         | We are using CF pages for frontend deployment                                                                                                                                              |
+| 33                               | Advanced cloud services                 | 5              | 5          | Using CF provides us with DDOS protection, access rules, it hides our IP                                                                                                                   |
+| **DevOps & Deployment**          |                                         |                |            |                                                                                                                                                                                            |
+| Containerization                 | Basic Dockerfile                        | 5              | 5          | Yes                                                                                                                                                                                        |
+|                                  | Optimized Dockerfile                    | 5              | 5          | Rootless Dockerfile                                                                                                                                                                        |
+|                                  | Docker Compose                          | 5              | 5          | For development environment                                                                                                                                                                |
+| 20                               | Persistent storage                      | 5              | 5          | Yes, using Longhorn.                                                                                                                                                                       |
+| Deployment & Scaling             | Manual deployment                       | 5              | 5          | Yes, possible by using Helm manually                                                                                                                                                       |
+|                                  | Automated deployment                    | 5              | 5          | Yes, with Github actions                                                                                                                                                                   |
+|                                  | Multiple replicas                       | 5              | 5          | Yes, 3 pods with API, 3 pods with workers, 3 database pods                                                                                                                                 |
+| 25                               | Kubernetes deployment                   | 10             | 10         | Yes                                                                                                                                                                                        |
+| **Quality Assurance**            |                                         |                |            |                                                                                                                                                                                            |
+| Testing                          | Unit tests                              | 5              | 4          | All workflows are covered by tests                                                                                                                                                         |
+|                                  | Integration tests                       | 5              | 5          | Yes                                                                                                                                                                                        |
+|                                  | End-to-end tests                        | 5              | 5          | Yes                                                                                                                                                                                        |
+| 14                               | Performance testing                     | 5              | 0          | No                                                                                                                                                                                         |
+| Monitoring & Operations          | Health checks                           | 5              | 5          | Yes                                                                                                                                                                                        |
+|                                  | Logging                                 | 5              | 4          | Logs can be accessed easily using Grafana                                                                                                                                                  |
+|                                  | Metrics/Monitoring                      | 2              | 2          | Yes, visualised in Grafana                                                                                                                                                                 |
+| 14                               | Custom Metrics for your project         | 3              | 3          | Yes, API has /metrics endpoint providing information about FastAPI itself and custom information such as number of users or transactions.                                                  |
+| Security                         | HTTPS/TLS                               | 5              | 5          | Yes                                                                                                                                                                                        |
+|                                  | Authentication                          | 5              | 5          | Yes                                                                                                                                                                                        |
+| 15                               | Authorization                           | 5              | 5          | Yes                                                                                                                                                                                        |
+| **Innovation & Excellence**      |                                         |                |            |                                                                                                                                                                                            |
+| Advanced Features and            | AI/ML Integration                       | 10             | 0          | No                                                                                                                                                                                         |
+| Technical Excellence             | Real-time features                      | 10             | 0          | No                                                                                                                                                                                         |
+|                                  | Creative problem solving                | 10             | 4          | Cron jobs for bank scraping                                                                                                                                                                |
+|                                  | Performance optimization                | 5              | 4          | Delegating emails and scraping to workers, hosting frontend on CF                                                                                                                          |
+| 11                               | Exceptional user experience             | 5              | 3          |                                                                                                                                                                                            |
+| **Total**                        |                                         | **255**        | **257**    |                                                                                                                                                                                            |
 
 ## Grading Scale
 
@@ -72,7 +73,7 @@ This means that you must get at least 2 points for each item in this category.
 - **Maximum: 200+ points**
 
 | Grade | Points   |
-| ----- | -------- |
+|-------|----------|
 | A     | 180-200+ |
 | B     | 160-179  |
 | C     | 140-159  |

7project/frontend/README.md

@@ -1,73 +0,0 @@
-# React + TypeScript + Vite
-
-This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
-
-Currently, two official plugins are available:
-
-- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) (or [oxc](https://oxc.rs) when used in [rolldown-vite](https://vite.dev/guide/rolldown)) for Fast Refresh
-- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
-
-## React Compiler
-
-The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see [this documentation](https://react.dev/learn/react-compiler/installation).
-
-## Expanding the ESLint configuration
-
-If you are developing a production application, we recommend updating the configuration to enable type-aware lint rules:
-
-```js
-export default defineConfig([
-  globalIgnores(['dist']),
-  {
-    files: ['**/*.{ts,tsx}'],
-    extends: [
-      // Other configs...
-
-      // Remove tseslint.configs.recommended and replace with this
-      tseslint.configs.recommendedTypeChecked,
-      // Alternatively, use this for stricter rules
-      tseslint.configs.strictTypeChecked,
-      // Optionally, add this for stylistic rules
-      tseslint.configs.stylisticTypeChecked,
-
-      // Other configs...
-    ],
-    languageOptions: {
-      parserOptions: {
-        project: ['./tsconfig.node.json', './tsconfig.app.json'],
-        tsconfigRootDir: import.meta.dirname,
-      },
-      // other options...
-    },
-  },
-])
-```
-
-You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-dom) for React-specific lint rules:
-
-```js
-// eslint.config.js
-import reactX from 'eslint-plugin-react-x'
-import reactDom from 'eslint-plugin-react-dom'
-
-export default defineConfig([
-  globalIgnores(['dist']),
-  {
-    files: ['**/*.{ts,tsx}'],
-    extends: [
-      // Other configs...
-      // Enable lint rules for React
-      reactX.configs['recommended-typescript'],
-      // Enable lint rules for React DOM
-      reactDom.configs.recommended,
-    ],
-    languageOptions: {
-      parserOptions: {
-        project: ['./tsconfig.node.json', './tsconfig.app.json'],
-        tsconfigRootDir: import.meta.dirname,
-      },
-      // other options...
-    },
-  },
-])
-```

7project/report.md

@@ -9,6 +9,8 @@
 
 **Project Name**: Personal Finance Tracker
 
+**Deployment URL**: https://finance.ltrk.cz/
+
 **Group Members**:
 
 - 289229, Lukáš Trkan, lukastrkan
@@ -22,17 +24,17 @@ filtering and visualization. New transactions are automatically fetched in the b
 ## Architecture Overview
 
 Our system is a full‑stack web application composed of a React frontend, a FastAPI backend,
-a MariaDB database with Maxscale, and asynchronous background workers powered by Celery with RabbitMQ.
-Redis is available for caching/kv and may be used by Celery as a result backend. The backend
-exposes REST endpoints for authentication (email/password and OAuth), users, categories,
-transactions, exchange rates and bank APIs. A thin controller layer (FastAPI routers) lives under app/api.
-Infrastructure for Kubernetes is provided via OpenTofu (Terraform‑compatible) modules and
-the application is packaged via a Helm chart.
+a asynchronousMariaDB database with Maxscale, and background workers powered by Celery with RabbitMQ.
+The backend exposes REST endpoints for authentication (email/password and OAuth), users, categories,
+transactions, exchange rates and bank APIs. Infrastructure for Kubernetes is managed via Terraform/OpenTofu and
+the application is packaged via a Helm chart. This all is deployed on private TalosOS cluster running on Proxmox VE with
+CI/CD and with public access over Cloudflare tunnels. Static files for frontend are served via Cloudflare pages.
+Other services deployed in the cluster includes Longhorn for persistent storage, Prometheus with Grafana for monitoring.
 
 ### High-Level Architecture
 
 ```mermaid
-flowchart LR
+flowchart TB
     n3(("User")) <--> client["Frontend"]
     proc_queue["Message Queue"] --> proc_queue_worker["Worker Service"]
     proc_queue_worker -- SMTP --> ext_mail[("Email Service")]
@@ -50,11 +52,63 @@ The workflow works in the following way:
 
 - Client connects to the frontend. After login, frontend automatically fetches the stored transactions from
   the database via the backend API and currency rates from UniRate API.
-- When the client opts for fetching new transactions via the Bank API, the backend delegates the task
-  to a background worker service via the Message queue.
+- When the client opts for fetching new transactions via the Bank API, cron will trigger periodic fetching
+  using background worker.
 - After successful load, these transactions are stored to the database and displayed to the client
-- There is also a Task planner, that executes periodic tasks, like fetching new transactions automatically from the Bank
-  APIs
+
+### Database Schema
+
+```mermaid
+classDiagram
+    direction BT
+    class alembic_version {
+        varchar(32) version_num
+    }
+    class categories {
+        varchar(100) name
+        varchar(255) description
+        char(36) user_id
+        int(11) id
+    }
+    class category_transaction {
+        int(11) category_id
+        int(11) transaction_id
+    }
+    class oauth_account {
+        char(36) user_id
+        varchar(100) oauth_name
+        varchar(4096) access_token
+        int(11) expires_at
+        varchar(1024) refresh_token
+        varchar(320) account_id
+        varchar(320) account_email
+        char(36) id
+    }
+    class transaction {
+        blob amount
+        blob description
+        char(36) user_id
+        date date
+        int(11) id
+    }
+    class user {
+        varchar(100) first_name
+        varchar(100) last_name
+        varchar(320) email
+        varchar(1024) hashed_password
+        tinyint(1) is_active
+        tinyint(1) is_superuser
+        tinyint(1) is_verified
+        longtext config
+        char(36) id
+    }
+
+    categories --> user: user_id -> id
+    category_transaction --> categories: category_id -> id
+    category_transaction --> transaction: transaction_id -> id
+    oauth_account --> user: user_id -> id
+    transaction --> user: user_id -> id
+```
 
 ### Features
 
@@ -62,6 +116,9 @@ The workflow works in the following way:
 - For every pull request the full APP is deployed on a separate URL and the tests are run by github CI/CD
 - On every push to main, the production app is automatically updated
 - UI is responsive for mobile devices
+- Slow operations (emails, transactions fetching) are handled
+  in the background by Celery workers.
+- App is monitored using prometheus metrics endpoint and metrics are shown in Grafana dashboard.
 
 ### Components
 
@@ -69,15 +126,21 @@ The workflow works in the following way:
   login/registration, shows latest transactions, filtering, and allows adding transactions.
 - Backend API (backend/app): FastAPI app with routers under app/api for auth, users, categories, transactions, exchange
   rates and bankAPI. Uses FastAPI Users for auth (JWT + OAuth), SQLAlchemy ORM, and Pydantic v2 schemas.
-- Worker service (backend/app/workers): Celery worker handling asynchronous tasks (e.g., sending verification emails,
-  future background processing).
-- Database (PostgreSQL): Persists users, categories, transactions; schema managed by Alembic migrations.
-- Message Queue (RabbitMQ): Transports background jobs from the API to the worker.
-- Cache/Result Store (Redis): Available for caching or Celery result backend.
-- Infrastructure as Code (tofu/): OpenTofu modules provisioning cluster services (RabbitMQ, Redis, Argo CD,
-  cert-manager, Cloudflare tunnel, etc.).
+- Worker service (backend/app/workers): Celery worker handling background tasks (emails, transactions fetching).
+- Database (MariaDB with Maxscale): Persists users, categories, transactions; schema managed by Alembic migrations.
+- Message Queue (RabbitMQ): Queues background tasks for Celery workers.
+- Infrastructure as Code (tofu/): OpenTofu modules provisioning cluster services (RabbitMQ, Redis, Cloudflare tunnel,
+  etc.).
 - Deployment Chart (charts/myapp-chart/): Helm chart to deploy the application to Kubernetes.
 
+### Other services deployed in the cluster
+
+- Longhorn: distributed storage system providing persistent volumes for the database and other services
+- Prometheus + Grafana: monitoring stack collecting metrics from the app and cluster, visualized in Grafana dashboards
+- MariaDB operator: manages the MariaDB cluster based on Custom resources, creates Databases, users, handles backups
+- RabbitMQ operator: manages RabbitMQ cluster based on Custom resources
+- Cloudflare Tunnel: allows public access to backend API running in the private cluster, providing HTTPS
+
 ### Technologies Used
 
 - Backend: Python, FastAPI, FastAPI Users, SQLAlchemy, Pydantic, Alembic, Celery
@@ -90,10 +153,15 @@ The workflow works in the following way:
 
 ## Prerequisites
 
+Here are software and hardware prerequisites for the development and production environments. This section also
+describes
+necessary environment variables and key dependencies used in the project.
+
 ### System Requirements
 
 #### Development
 
+- OS: Tested on MacOS, Linux and Windows should work as well
 - Minimum RAM: 8 GB
 - Storage: 10 GB+ free
 
@@ -137,10 +205,10 @@ The workflow works in the following way:
 #### Backend
 
 - `MOJEID_CLIENT_ID`, `MOJEID_CLIENT_SECRET` \- OAuth client ID and secret for
-  MojeID - https://www.mojeid.cz/en/provider/
-- `BANKID_CLIENT_ID`, `BANKID_CLIENT_SECRET` \- OAuth client ID and secret for BankID - https://developer.bankid.cz/
-- `CSAS_CLIENT_ID`, `CSAS_CLIENT_SECRET` \- OAuth client ID and secret for Česká
-  spořitelna - https://developers.erstegroup.com/docs/apis/bank.csas
+  [MojeID](https://www.mojeid.cz/en/provider/)
+- `BANKID_CLIENT_ID`, `BANKID_CLIENT_SECRET` \- OAuth client ID and secret for [BankID](https://developer.bankid.cz/)
+- `CSAS_CLIENT_ID`, `CSAS_CLIENT_SECRET` \- OAuth client ID and secret for [Česká
+  spořitelna](https://developers.erstegroup.com/docs/apis/bank.csas)
 - `DATABASE_URL`(or `MARIADB_HOST`, `MARIADB_PORT`, `MARIADB_DB`, `MARIADB_USER`, `MARIADB_PASSWORD`) \- MariaDB
   connection details
 - `RABBITMQ_USERNAME`, `RABBITMQ_PASSWORD` \- credentials for RabbitMQ
@@ -167,7 +235,7 @@ You can run the project with Docker Compose and Python virtual environment for t
 
 ```bash
 git clone https://github.com/dat515-2025/Group-8.git
-cd Group-8/7project
+cd Group-8/7project/src
 ```
 
 ### 2) Install dependencies
@@ -196,17 +264,18 @@ bash upgrade_database.sh
 
 ### 5) Run backend
 
+Before running the backend, make sure to set the necessary environment variables. Either by setting them in your shell
+or by setting them in run configuration in your IDE.
+
 ```bash
 cd backend
-
-#TODO: set env variables
 uvicorn app.app:fastApi --reload --host 0.0.0.0 --port 8000
 ```
 
 ### 6) Run Celery worker (optional, in another terminal)
 
 ```bash
-cd Group-8/7project/backend
+cd Group-8/7project/src/backend
 source .venv/bin/activate
 celery -A app.celery_app.celery_app worker -l info
 ```
@@ -226,8 +295,11 @@ npm run dev
 
 ### Backend
 
+App is separated into backend and frontend so it also needs to be built separately. Backend is build into docker image
+and frontend is deployed as static files.
+
 ```bash
-cd 7project/backend
+cd 7project/src/backend
 # Dont forget to set correct image tag with your registry and name
 # For example lukastrkan/cc-app-demo or gitea.ltrk.dev/lukas/cc-app-demo
 docker buildx build --platform linux/amd64,linux/arm64 -t CHANGE_ME --push .
@@ -236,16 +308,20 @@ docker buildx build --platform linux/amd64,linux/arm64 -t CHANGE_ME --push .
 ### Frontend
 
 ```bash
-cd project7/frontend
+cd project7/src/frontend
 npm ci
 npm run build
 ```
 
 ## Deployment Instructions
 
+Deployment is tested on TalosOS cluster with 1 control plane and 4 workers, cluster needs to be setup and configured
+manually. Terraform/OpenTofu is then used to deploy base services to the cluster. App itself is deployed automatically
+via GitHub actions and Helm chart. Frontend files are deployed to Cloudflare pages.
+
 ### Setup Cluster
 
-Deployment should work on any Kubernetes cluster. However, we are using 4 TalosOS virtual machines (1 control plane, 3
+Deployment should work on any Kubernetes cluster. However, we are using 5 TalosOS virtual machines (1 control plane, 4
 workers)
 running on top of Proxmox VE.
 
@@ -255,7 +331,7 @@ running on top of Proxmox VE.
 4) Navigate to tofu directory
 
 ```bash
-cd 7project/tofu
+cd 7project/src/tofu
 ````
 
 5) Set IP addresses in environment variables
@@ -418,37 +494,18 @@ tofu apply
     - UNIRATE_API_KEY
 5) On Github open Actions tab, select "Deploy Prod" and run workflow manually
 
-# TODO: REMOVE I guess
-
-2) Deploy the app using Helm
-
-```bash
-# Set the namespace
-kubectl create namespace myapp || true
-
-# Install/upgrade the chart with required values
-helm upgrade --install myapp charts/myapp-chart \
-  -n myapp \
-  -f charts/myapp-chart/values.yaml \
-  --set image.backend.repository=myorg/myapp-backend \
-  --set image.backend.tag=latest \
-  --set env.BACKEND_URL="https://myapp.example.com" \
-  --set env.FRONTEND_URL="https://myapp.example.com" \
-  --set env.SECRET="CHANGE_ME_SECRET"
-```
-
 ## Testing Instructions
 
 The tests are located in 7project/backend/tests directory. All tests are run by GitHub actions on every pull request and
 push to main.
 See the workflow [here](../.github/workflows/run-tests.yml).
 
-If you want to run the tests locally, the preferred is to use a [bash script](backend/test-with-ephemeral-mariadb.sh)
-that will start a [test DB container](backend/docker-compose.test.yml) and remove it afterward.
+If you want to run the tests locally, the preferred way is to use a [bash script](backend/test_locally.sh)
+that will start a test DB container with [docker compose](backend/docker-compose.test.yml)  and remove it afterwards.
 
 ```bash
-cd 7project/backend 
-bash test-with-ephemeral-mariadb.sh
+cd 7project/src/backend 
+bash test_locally.sh
 ```
 
 ### Unit Tests
@@ -456,7 +513,7 @@ bash test-with-ephemeral-mariadb.sh
 There are only 5 basic unit tests, since our services logic is very simple
 
 ```bash
-bash test-with-ephemeral-mariadb.sh --only-unit
+bash test_locally.sh --only-unit
 ```
 
 ### Integration Tests
@@ -464,7 +521,7 @@ bash test-with-ephemeral-mariadb.sh --only-unit
 There are 9 basic unit tests, testing the individual backend API logic
 
 ```bash
-bash test-with-ephemeral-mariadb.sh --only-integration
+bash test_locally.sh --only-integration
 ```
 
 ### End-to-End Tests
@@ -472,7 +529,7 @@ bash test-with-ephemeral-mariadb.sh --only-integration
 There are 7 e2e tests, testing more complex app logic
 
 ```bash
-bash test-with-ephemeral-mariadb.sh --only-e2e
+bash test_locally.sh --only-e2e
 ```
 
 ## Usage Examples
@@ -505,7 +562,12 @@ curl -H "Authorization: Bearer $TOKEN" http://127.0.0.1:8000/authenticated-route
 
 ### Frontend
 
-- Start with: npm run dev in 7project/frontend
+- Start with:
+
+```bash
+npm run dev in 7project/src/frontend
+```
+
 - Ensure VITE_BACKEND_URL is set to the backend URL (e.g., http://127.0.0.1:8000)
 - Open http://localhost:5173
 - Login, view latest transactions, filter, and add new transactions from the UI.
@@ -514,37 +576,72 @@ curl -H "Authorization: Bearer $TOKEN" http://127.0.0.1:8000/authenticated-route
 
 ## Presentation Video
 
-**YouTube Link**: [Insert your YouTube link here]
+**YouTube Link**: https://youtu.be/FKR85AVN8bI
 
-**Duration**: [X minutes Y seconds]
+**Duration**: 9 minutes 43 seconds
 
 **Video Includes**:
 
-- [ ] Project overview and architecture
-- [ ] Live demonstration of key features
-- [ ] Code walkthrough
-- [ ] Build and deployment showcase
+- [x] Project overview and architecture
+- [x] Live demonstration of key features
+- [x] Code walkthrough
+- [x] Build and deployment showcase
 
 ## Troubleshooting
 
 ### Common Issues
 
-#### Issue 1: [Common problem]
+#### Issue 1: Unable to apply Cloudflare terraform module
 
-**Symptoms**: [What the user sees]
-**Solution**: [Step-by-step fix]
+**Symptoms**: Terraform/OpenTofu apply fails during Cloudflare module deployment.
+This is caused by unknown variable not known beforehand.
 
-#### Issue 2: [Another common problem]
+**Solution**: Apply first without Cloudflare module and then apply again.
 
-**Symptoms**: [What the user sees]
-**Solution**: [Step-by-step fix]
+```bash
+tofu apply -exclude modules.cloudflare
+tofu apply
+```
+
+#### Issue 2: Pods are unable to start
+
+**Symptoms**: Pods are unable to start with ImagePullBackOff error. This could be caused
+by either hitting docker hub rate limits or by docker hub being down.
+
+**Solution**: Make sure you updated the cluster config to use registry mirror as described in
+"Setup Cluster" section.
 
 ### Debug Commands
 
+Get a detailed description of the Deployment:
+
 ```bash
-# Useful commands for debugging
-# Log viewing commands
-# Service status checks
+kubectl describe deployment finance-tracker -n prod
+```
+
+Get a list of pods in the Deployment:
+
+```bash
+kubectl get pods -n prod
+```
+
+Check the logs of a specific pod copy value for <pod-name> from the command above (--previous flag shows logs of a
+failing pod, remove it if the pod is not failing):
+
+```bash
+kubectl logs <pod-name> -n prod --previous
+```
+
+See the service description:
+
+```bash
+kubectl describe service finance-tracker -n prod
+```
+
+Connect to the pod and run a bash shell:
+
+```bash
+kubectl exec -it <pod-name> -n prod -- /bin/bash
 ```
 
 ---
@@ -555,34 +652,30 @@ curl -H "Authorization: Bearer $TOKEN" http://127.0.0.1:8000/authenticated-route
 > This information is used for individual grading.
 > Link to the specific commit on GitHub for each contribution.
 
-| Task/Component                                                                                                    | Assigned To | Status         | Time Spent | Difficulty | Notes                                                                                               |
-|-------------------------------------------------------------------------------------------------------------------|-------------|----------------|------------|------------|-----------------------------------------------------------------------------------------------------|
-| [Project Setup & Repository](https://github.com/dat515-2025/Group-8#)                                             | Lukas       | ✅ Complete     | [X hours]  | Medium     | [Any notes]                                                                                         |
-| [Design Document](https://github.com/dat515-2025/Group-8/blob/main/6design/design.md)                             | Both        | ✅ Complete     | 4 Hours    | Easy       | [Any notes]                                                                                         |
-| [Backend API Development](https://github.com/dat515-2025/Group-8/tree/main/7project/backend/app/api)              | Dejan       | ✅ Complete     | 12 hours   | Medium     | [Any notes]                                                                                         |
-| [Database Setup & Models](https://github.com/dat515-2025/Group-8/tree/main/7project/backend/app/models)           | Lukas       | ✅ Complete     | [X hours]  | Medium     | [Any notes]                                                                                         |
-| [Frontend Development](https://github.com/dat515-2025/Group-8/tree/main/7project/frontend)                        | Dejan       | ✅ Complete     | 17 hours   | Medium     | [Any notes]                                                                                         |
-| [Docker Configuration](https://github.com/dat515-2025/Group-8/blob/main/7project/compose.yml)                     | Lukas       | ✅ Complete     | 3 hours    | Easy       | [Any notes]                                                                                         |
-| [Cloud Deployment](https://github.com/dat515-2025/Group-8/blob/main/7project/deployment/app-demo-deployment.yaml) | Lukas       | ✅ Complete     | [X hours]  | Hard       | Using Talos cluster running in proxmox - easy snapshots etc. Frontend deployed at Cloudflare pages. |
-| [Testing Implementation](https://github.com/dat515-2025/group-name)                                               | Dejan       | ✅ Complete     | 16 hours   | Medium     | [Any notes]                                                                                         |
-| [Documentation](https://github.com/dat515-2025/group-name)                                                        | Both        | 🔄 In Progress | [X hours]  | Easy       | [Any notes]                                                                                         |
-| [Presentation Video](https://github.com/dat515-2025/group-name)                                                   | Both        | ❌ Not Started  | [X hours]  | Medium     | [Any notes]                                                                                         |
-
-**Legend**: ✅ Complete | 🔄 In Progress | ⏳ Pending | ❌ Not Started
+| Task/Component                                                                                            | Assigned To | Status     | Time Spent | Difficulty | Notes |
+|:----------------------------------------------------------------------------------------------------------|:------------|:-----------|:-----------|:-----------|:------|
+| [Project Setup & Repository](https://github.com/dat515-2025/Group-8/pull/1)                               | Both        | ✅ Complete | 10 Hours   | Medium     |       |
+| [Design Document](https://github.com/dat515-2025/Group-8/commit/f09f9eaa82d0953afe41f33c57ff63e0933a81ef) | Both        | ✅ Complete | 4 Hours    | Easy       |       |
+| [Cluster setup ](https://github.com/dat515-2025/Group-8/commit/c8048d940df00874c290d99cdb4ad366bca6e95d)  | Lukas       | ✅ Complete | 30 hours   | Hard       |       |
+| [Backend API Development](https://github.com/dat515-2025/Group-8/pull/26)                                 | Dejan       | ✅ Complete | 22 hours   | Medium     |       |
+| [Database Setup & Models](https://github.com/dat515-2025/Group-8/pull/19)                                 | Lukas       | ✅ Complete | 5 hours    | Medium     |       |
+| [Frontend Development](https://github.com/dat515-2025/Group-8/pull/28)                                    | Dejan       | ✅ Complete | 32 hours   | Medium     |       |
+| [Docker Configuration](https://github.com/dat515-2025/Group-8/pull/1)                                     | Lukas       | ✅ Complete | 3 hours    | Easy       |       |
+| [Authentification](https://github.com/dat515-2025/Group-8/pull/23)                                        | Both        | ✅ Complete | 11 hours   | Medium     |       |
+| [Transactions loading](https://github.com/dat515-2025/Group-8/pull/32)                                    | Lukas       | ✅ Complete | 7 hours    | Medium     |       |
+| [Monitoring](https://github.com/dat515-2025/Group-8/pull/42/)                                             | Lukas       | ✅ Complete | 9 hours    | Medium     |       |
+| [Cloud Deployment](https://github.com/dat515-2025/Group-8/pull/16)                                        | Both        | ✅ Complete | 21 hours   | Hard       |       |
+| [Testing Implementation](https://github.com/dat515-2025/Group-8/pull/31/)                                 | Both        | ✅ Complete | 21 hours   | Medium     |       |
+| [Documentation](https://github.com/dat515-2025/Group-8/commit/515106b238bc032d5f7d5dcae931b5cb7ee2a281)   | Both        | ✅ Complete | 14 hours   | Medium     |       |
+| [Presentation Video](https://youtu.be/FKR85AVN8bI)                                                        | Both        | ✅ Complete | 3 hours    | Medium     |       |
 
 ## Hour Sheet
 
-> Link to the specific commit on GitHub for each contribution.
-
-### [Lukáš]
-
-## Hour Sheet
-
-**Name:** Lukáš Trkan
+### Lukáš
 
 | Date            | Activity                    | Hours   | Description                                                                         | Representative Commit / PR                            |
 |:----------------|:----------------------------|:--------|:------------------------------------------------------------------------------------|:------------------------------------------------------|
-| 18.9. - 19.9.   | Initial Setup & Design      | 40      | Repository init, system design diagrams, basic Terraform setup                      | `feat(infrastructure): add basic terraform resources` |
+| 18.9. - 19.9.   | Initial Setup & Design      | 10      | Repository init, system design diagrams, basic Terraform setup                      | `feat(infrastructure): add basic terraform resources` |
 | 20.9. - 5.10.   | Core Infrastructure & CI/CD | 12      | K8s setup (ArgoCD), CI/CD workflows, RabbitMQ, Redis, Celery workers, DB migrations | `PR #2`, `feat(infrastructure): add rabbitmq cluster` |
 | 6.10. - 9.10.   | Frontend Infra & DB         | 5       | Deployed frontend to Cloudflare, setup metrics, created database models             | `PR #16` (Cloudflare), `PR #19` (DB structure)        |
 | 10.10. - 11.10. | Backend                     | 5       | Implemented OAuth support (MojeID, BankID)                                          | `feat(auth): add support for OAuth and MojeID`        |
@@ -595,25 +688,31 @@ curl -H "Authorization: Bearer $TOKEN" http://127.0.0.1:8000/authenticated-route
 | 9.11.           | Monitoring                  | 2       | Added custom Prometheus metrics                                                     | `PR #46` (Prometheus custom metrics)                  |
 | 11.11.          | Tests                       | 1       | Investigated and fixed broken Pytest environment                                    | `fix(tests): set pytest env`                          |
 | 11.11. - 12.11. | Features & Deployment       | 6       | Added cron support, email sender service, updated workers & image                   | `PR #49` (Email), `PR #50` (Update workers)           |
-| 18.9 - 14.11    | Documentation               | 8       | Updated report.md, design docs, and tfvars.example                                  | `Create design.md`, `update report`                   |
-| **Total**       |                             | **105** |                                                                                     |                                                       |
+| 18.9 - 16.11    | Documentation               | 8       | Updated report.md, design docs, and tfvars.example                                  | `Create design.md`, `update report`                   |
+| 15.11           | Video                       | 2       | Record my video part, edit video                                                    |                                                       |
+| **Total**       |                             | **107** |                                                                                     |                                                       |
 
 ### Dejan
 
-| Date            | Activity             | Hours  | Description                                                   |
-|-----------------|----------------------|--------|---------------------------------------------------------------|
-| 25.9.           | Design               | 2      | 6design                                                       |
-| 9.10 to 11.10.  | Backend APIs         | 12     | Implemented Backend APIs                                      |
-| 13.10 to 15.10. | Frontend Development | 8      | Created user interface mockups                                |
-| Continually     | Documentation        | 6      | Documenting the dev process                                   |
-| 21.10 to 23.10  | Tests, frontend      | 10     | Test basics, balance charts, and frontend improvement         |
-| 28.10 to 30.10  | CI                   | 6      | Integrated tests with test database setup on github workflows |
-| 28.10 to 30.10  | Frontend             | 7      | UI improvements and exchange rate API integration             |
-| 4.11 to 6.11    | Tests                | 6      | Test fixes improvement, more integration and e2e              |
-| 4.11 to 6.11    | Frontend             | 6      | Fixes, Improved UI, added support for mobile devices          |
-| **Total**       |                      | **63** |                                                               |
+| Date             | Activity             | Hours  | Description                                                     | Representative Commit / PR                                                                                            |
+|:-----------------|:---------------------|:-------|:----------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------|
+| 25.9.            | Design               | 2      | 6design                                                         |                                                                                                                       |
+| 9.10. to 11.10.  | Backend APIs         | 14     | Implemented Backend APIs                                        | `PR #26`, `20-create-a-controller-layer-on-backend-side`                                                              |
+| 13.10. to 15.10. | Frontend Development | 8      | Created user interface mockups                                  | `PR #28`, `frontend basics`                                                                                           |
+| 21.10. to 23.10. | Tests, frontend      | 10     | Test basics, balance charts, and frontend improvement           | `PR #31`, `30 create tests and set up a GitHub pipeline`                                                              |
+| 28.10. to 30.10. | CI/CD                | 6      | Integrated tests with test database setup on github workflows   | `PR #31`, `30 create tests and set up a GitHub pipeline`                                                              |
+| 28.10. to 30.10. | Frontend             | 8      | UI improvements and exchange rate API integration               | `PR #35`, `34 improve frontend functionality`                                                                         |
+| 29.10.           | Backend              | 4      | Token invalidation, few fixes                                   | `PR #38`, `fix(backend): implemented jwt token invalidation so users cannot use …`                                    |
+| 4.11. to 6.11.   | Tests                | 6      | Test fixes improvement, more integration and e2e                | `PR #45`, `feat(test): added more tests `                                                                             |
+| 4.11. to 6.11.   | Frontend             | 8      | Fixes, rates API, Improved UI, added support for mobile devices | `PR #41, #44`, `feat(frontend): added CNB API and moved management into a new tab`, `43 fix the UI layout in chrome ` |
+| 11.11.           | Backend APIs         | 4      | Moved rates API, mock bank to Backend, few fixes                | `feat(backend): Moved the unirate API to the backend `, `feat(backend): moved mock bank to backend`                   |
+| 11.11. to 12.11. | Tests                | 3      | Local testing DB container, few fixes                           | `PR #48`, `fix(tests): fixed test runtime errors regarding database connection `                                      |
+| 12.11.           | Frontend             | 3      | Enabled multiple transaction edits at once, CSAS button state   | `feat(frontend): implemented multiple transaction selections in UI`                                                   |
+| 13.11.           | Video                | 3      | Video                                                           |                                                                                                                       |
+| 25.9. to  14.11. | Documentation        | 8      | Documenting the dev process                                     | multiple `feat(docs): report.md update`                                                                               |
+| **Total**        |                      | **87** |                                                                 |                                                                                                                       |
 
-### Group Total: [XXX.X] hours
+### Group Total: 194 hours
 
 ---
 
@@ -621,27 +720,58 @@ curl -H "Authorization: Bearer $TOKEN" http://127.0.0.1:8000/authenticated-route
 
 ### What We Learned
 
-[Reflect on the key technical and collaboration skills learned during this project]
+#### Technical
+
+- We learned how to use AI to help us with our project.
+- We learned how to use Copilot for PR reviews.
+- We learned how to troubleshoot issues with our project in different areas.
+
+#### Collaboration
+
+- Weekly meetings with the TA were great for syncing up on progress, discussing issues, planning future work.
+- Using GitHub issues and pull requests was very helpful for keeping track of progress.
 
 ### Challenges Faced
+
 #### Slow cluster performance
+
 This was caused by single SATA SSD disk running all VMs. This was solved by adding second NVMe disk just for Talos VMs.
 
+#### Stucked IaC deployment
 
-[Describe the main challenges and how you overcame them]
+If the deployed module (helm chart for example) was not configured properly, it would get stuck and timeout resulting in
+namespace that cannot be deleted.
+This was solved by using snapshots in Proxmox and restoring if this happened.
+
+#### Not enough time to implement all features
+
+Since this course is worth only 5 credits, we often had to prioritize other courses we were attending over this project.
+In the end, we were able to implement all necessary features.
 
 ### If We Did This Again
+
 #### Different framework
+
 FastAPI lacks usable build in support for database migrations and implementing Alembic was a bit tricky.
 Tricky was also integrating FastAPI auth system with React frontend, since there is no official project template.
 Using .NET (which we considered initially) would probably solve these issues.
 
+#### Private container registry
+
+Using private container registry would allow us to include environment variables directly in the image during build.
+This would simplify deployment and CI/CD setup.
+
+#### Start sooner
+
+The weekly meetings helped us to start planning the project earlier and avoid spending too much time on details,
+but we could have started earlier if we had more time.
 
 [What would you do differently? What worked well that you'd keep?]
 
 ### Individual Growth
 
 #### [Lukas]
+
 This course finally forced me to learn kubernetes (been on by TODO list for at least 3 years).
 I had some prior experience with terraform/opentofu from work but this improved by understanding of it.
 
@@ -651,14 +781,25 @@ The biggest challenge for me was time tracking since I am used to tracking to pr
 It was also interesting experience to be the one responsible for the initial project structure/design/setup
 used not only by myself.
 
-[Personal reflection on growth, challenges, and learning]
+#### [Dejan]
 
-#### [Team Member 2 Name]
+Since I do not have a job and I am more theoretically oriented student (I am more into math, algorithms, cryptography),
+this project was probably the most complex one I have ever worked on.
+For me, it was a great experience to work on an actually deployed fullstack app and not only local development, that I
+was used to from the past.
+
+It was also a great experience to collaborate with Lukas who has prior experience with app deployment and
+infrastructure.
+Thanks to this, I learned a lot new technologies and how to work in a team (First time reviewing PRs).
+
+It was challenging to wrap my head around the project structure and how everything was connected (And I still think I
+have some gaps in my knowledge).
+But I think that if I decide to create my own demo project in the future, I will definitely be able to work on it much
+more efficiently.
 
-[Personal reflection on growth, challenges, and learning]
 
 
 ---
 
-**Report Completion Date**: [Date]
-**Last Updated**: 15.10.2025
+**Report Completion Date**: 15.11.2025
+**Last Updated**: 15.11.2025

7project/src/README.md

@@ -0,0 +1,14 @@
+## Folder structure
+
+- `src/`
+    - `backend/` - Python FastAPI backend application. Described in separate [README](./backend/README.md).
+    - `charts/`
+        - `myapp-chart/` - Helm chart for deploying the application, supports prod and dev environments. Described in
+          separate [README](./charts/README.md).
+    - `frontend/` - React frontend application. Described in separate
+      [README](./frontend/README.md).
+    - `tofu/` - Terraform/OpenTofu services deployment configurations. Described in separate
+      [README](./tofu/README.md).
+    - `compose.yaml` - Docker Compose file for local development
+    - `create_migration.sh` - script to create new Alembic database migration
+    - `upgrade_database.sh` - script to upgrade database to latest Alembic revision

7project/src/backend/.idea/.gitignore

@@ -0,0 +1,8 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml

7project/src/backend/Dockerfile

@@ -0,0 +1,16 @@
+FROM python:3.11-slim
+
+WORKDIR /app
+
+RUN useradd --create-home --shell /bin/bash app
+
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+RUN chown -R app:app /app
+
+USER app
+
+EXPOSE 8000
+CMD ["sh", "-c", "alembic upgrade head && uvicorn app.app:fastApi --host 0.0.0.0 --port 8000"]

7project/src/backend/README.md

@@ -0,0 +1,23 @@
+# Backend
+
+This directory contains the backend code for the project. It is built using Python and FastAPI framework and with
+database migrations support using Alembic.
+
+## Directory structure
+
+- `alembic/` - database migrations
+- `app/` - main application code
+    - `api/` - API endpoints - routers/controllers with request handling logic
+    - `core/` - core application logic - database session management, security
+    - `models/` - database models
+    - `schemas/` - Endpoint schemas
+    - `services/` - utilities for various tasks
+    - `workers/` - background tasks
+    - `app.py` - FastAPI startup script
+    - `celery_app.py` - Celery startup script
+- `tests/` - tests
+- `docker-compose.test.yml` - docker compose for testing database
+- `Dockerfile` - production Dockerfile
+- `main.py` - App entrypoint
+- `requirements.txt` - Python dependencies
+- `test_locally.sh` - script to run tests with temporary database

7project/src/backend/app/services/user_service.py

@@ -14,11 +14,10 @@ from httpx_oauth.oauth2 import BaseOAuth2
 
 from app.models.user import User
 from app.oauth.bank_id import BankID
-from app.oauth.csas import CSASOAuth
+from app.workers.celery_tasks import send_email
 from app.oauth.custom_openid import CustomOpenID
 from app.oauth.moje_id import MojeIDOAuth
 from app.services.db import get_user_db
-from app.core.queue import enqueue_email
 
 SECRET = os.getenv("SECRET", "CHANGE_ME_SECRET")
 
@@ -87,7 +86,7 @@ class UserManager(UUIDIDMixin, BaseUserManager[User, uuid.UUID]):
             "Pokud jsi registraci neprováděl(a), tento email ignoruj.\n"
         )
         try:
-            enqueue_email(to=user.email, subject=subject, body=body)
+            send_email.delay(user.email, subject, body)
         except Exception as e:
             print("[Email Fallback] To:", user.email)
             print("[Email Fallback] Subject:", subject)

7project/src/backend/main.py

@@ -0,0 +1,4 @@
+import uvicorn
+
+if __name__ == "__main__":
+    uvicorn.run("app.app:fastApi", host="0.0.0.0", log_level="info")

7project/src/backend/test_locally.sh

@@ -4,13 +4,13 @@ set -euo pipefail
 # Run tests against a disposable local MariaDB on host port 3307 using Docker Compose.
 # Requirements: Docker, docker compose plugin, Python, Alembic, pytest.
 # Usage:
-#   chmod +x ./test-with-ephemeral-mariadb.sh
+#   chmod +x ./test_locally.sh
 #   # From 7project/backend directory
-#   ./test-with-ephemeral-mariadb.sh [--only-unit|--only-integration|--only-e2e] [pytest-args...]
+#   ./test_locally.sh [--only-unit|--only-integration|--only-e2e] [pytest-args...]
 #   # Examples:
-#   ./test-with-ephemeral-mariadb.sh --only-unit -q
-#   ./test-with-ephemeral-mariadb.sh --only-integration -k "login"
-#   ./test-with-ephemeral-mariadb.sh --only-e2e -vv
+#   ./test_locally.sh --only-unit -q
+#   ./test_locally.sh --only-integration -k "login"
+#   ./test_locally.sh --only-e2e -vv
 #
 # This script will:
 # 1) Start a MariaDB 11.4 container (ephemeral storage, port 3307)

7project/src/backend/tests/test_unit_user_service.py

@@ -34,15 +34,16 @@ def test_authenticated_route_requires_auth(client):
 async def test_on_after_request_verify_enqueues_email(monkeypatch):
     calls = {}
 
-    def fake_enqueue_email(to: str, subject: str, body: str):
-        calls.setdefault("emails", []).append({
-            "to": to,
-            "subject": subject,
-            "body": body,
-        })
+    class FakeCeleryTask:
+        def delay(to: str, subject: str, body: str):
+            calls.setdefault("emails", []).append({
+                "to": to,
+                "subject": subject,
+                "body": body,
+            })
 
     # Patch the enqueue_email used inside user_service
-    monkeypatch.setattr(user_service, "enqueue_email", fake_enqueue_email)
+    monkeypatch.setattr(user_service, "send_email", FakeCeleryTask)
 
     class DummyUser:
         def __init__(self, email):

7project/src/charts/README.md

@@ -0,0 +1,30 @@
+# Helm chart deployment
+
+This directory contains a Helm chart for deploying the app to a cluster, it support bot production and preview
+deployment.
+
+## Directory Structure
+
+- `myapp-chart/`
+    - `templates/`
+        - `app-deployment.yaml` - Kubernetes Deployment for the application
+        - `cron.yaml` - cronjob for periodic tasks - periodically calls app endpoint
+        - `database.yaml` - Creates database using MariaDB operator. Production database is kept, but preview/dev
+          database is dropped after uninstalling the chart.
+        - `database-grant.yaml` - Defines rights for the database user
+        - `database-user.yaml` - Creates database user
+        - `monitoring.yaml` - Adds /metrics endpoint to Prometheus scraping
+        - `prod.yaml` - Application secrets
+        - `rabbitmq-cluster.yaml` - Defines RabbitMQ cluster for this deployment
+        - `rabbitmq-permission.yalm` - Defines RabbitMQ user permissions
+        - `rabbitmq-queue.yaml` - Defines RabbitMQ queue
+        - `rabbitmq-user.yaml` - Defines RabbitMQ user
+        - `rabbitmq-user-secret.yaml` - Defines RabbitMQ user secret
+        - `service.yaml` - Kubernetes Service for the application
+        - `tunnel.yaml` - Cloudflare tunnel for accessing the application¨
+        - `worker-deployment.yaml` - Kubernetes Deployment for the Celery worker, uses same image as the app-deployment,
+          but with different entrypoint
+    - `Chart.yaml` - Helm chart metadata
+    - `values.yaml` - list of all configurable values
+    - `values-dev.yaml` - default values for development/preview deployment
+    - `values-prod.yaml` - default values for production deployment