docs: add separated frontend architecture options for mobile support

- Create docs/FRONTEND_OPTIONS.md with comprehensive analysis
- Explore 4 options for separated frontend:
  1. SPA with REST API (React/Vue/Svelte)
  2. Hybrid approach (mobile SPA + desktop server templates)
  3. HTMX for lightweight dynamic UI
  4. Native mobile app (React Native/Flutter/Capacitor)
- Include comparison matrix with pros/cons
- Provide implementation examples for each option
- Add responsive design guidelines
- Include API endpoints specification
- Recommend phased implementation roadmap
- No code changes - documentation only

This addresses mobile responsiveness while keeping backend intact.

README.md

@@ -10,15 +10,16 @@ A simple SQLite-based system for managing tablet lending and returns.
 - **Return Management**: Record when tablets are returned
 - **History Tracking**: Complete history of all loans and returns
 - **User Loans View**: See all tablets loaned to each user (demonstrates one-to-many relationship)
+- **Non-Loanable Devices**: Track inventory devices that cannot be loaned (e.g., projectors, monitors)
 - **Project Notes**: Markdown editor for development documentation
 
 ## Files
 
-- `minimal_app.py` - Interactive command-line application
+- `minimal_app.py` - Interactive command-line application (includes non-loanable device management)
 - `test_app.py` - Test script that demonstrates functionality
-- `tablets.db` - SQLite database (created automatically)
-- `simple_app.py` - Web-based version (requires Flask)
-- `app.py` - Alternative web version (requires Flask)
+- `tablets.db` - SQLite database (created automatically, includes non_loanable_devices table)
+- `simple_app.py` - Web-based version (requires Flask, includes non-loanable device management)
+- `app.py` - Alternative web version (requires Flask, includes non-loanable device management)
 
 ## Quick Start
 
@@ -144,6 +145,7 @@ python3 app.py
 - **Loan Tablet**: Loan a tablet to a user (with search for large datasets)
 - **User Loans**: View all tablets loaned to each user - demonstrates the **one-to-many relationship** (one user, multiple tablets)
 - **Loan History**: Complete history of all loan and return transactions
+- **Non-Loanable Devices**: Manage inventory of devices that cannot be loaned (add, edit, delete, view)
 - **Project Management**: Markdown editor for development notes (saved to `notes_development/project_notes.md`)
 
 ## Database Backup
@@ -153,6 +155,48 @@ To backup your data:
 cp tablets.db tablets_backup_$(date +%Y%m%d).db
 ```
 
+## Testing
+
+The project includes a comprehensive unit test suite with **46 tests** covering core functionality and edge cases.
+
+### Running Tests
+
+```bash
+# Install test dependencies (if not already installed)
+source .venv/bin/activate
+uv pip install pytest pytest-cov
+
+# Run all tests
+python3 -m pytest tests/ -v
+
+# Run with coverage report
+python3 -m pytest tests/ --cov=./ --cov-report=term-missing
+```
+
+### Test Structure
+
+| File | Tests | Coverage |
+|------|-------|----------|
+| `tests/test_core.py` | 21 | Core operations (tablet, user, loan CRUD) |
+| `tests/test_edge_cases.py` | 14 | Edge cases (duplicates, invalid IDs, etc.) |
+| `tests/test_minimal_app.py` | 11 | Application function tests |
+
+### Key Edge Cases Covered
+
+- Loan a device that's already loaned (prevents double-loaning)
+- Return a non-existent loan (handles gracefully)
+- Duplicate serial numbers (rejected at database level)
+- Duplicate user identifications (rejected at database level)
+- Invalid tablet/user IDs (validated before operations)
+- Multiple loans per user (one-to-many relationship)
+- Loan-return-loan sequence (device lifecycle)
+
+### Test Configuration
+
+Tests use isolated temporary databases and automatically clean up after each test run. No impact on production data.
+
+
+
 ## License
 
 This is a simple educational project. Feel free to use and modify it as needed.

REQUIREMENTS.md

@@ -0,0 +1,221 @@
+# Requisitos del Sistema de Gestión de Préstamos de Tablets
+
+## Descripción General
+
+El sistema debe permitir la gestión del préstamo y devolución de dispositivos tablets entre un inventario y un conjunto de usuarios. El enfoque principal es el seguimiento del estado de cada dispositivo y su relación con los usuarios que los han tomado prestados.
+
+---
+## Requisitos Faltantes
+
+### Gestión de dispositivos no prestables
+
+✅ **IMPLEMENTADO** - El sistema ahora permite:
+- Registrar nuevos dispositivos no prestables en un inventario separado (tabla `non_loanable_devices`)
+- Gestionar dispositivos no prestables a través de:
+  - Interfaz web (app.py): /non_loanable_devices, /add_non_loanable_device, /edit_non_loanable_device, /delete_non_loanable_device
+  - Interfaz CLI (minimal_app.py): Opciones 8, 9, 10 del menú
+- La implementación utiliza una tabla separada en la misma base de datos con los siguientes campos:
+  - brand, model, serial_number (único), device_type, location, status, notes, purchase_date, purchase_cost
+
+## Requisitos Funcionales
+
+### Gestión de Dispositivos
+
+El sistema debe permitir:
+- Registrar nuevos dispositivos en el inventario
+- Identificar cada dispositivo de manera única
+- Almacenar información descriptiva de cada dispositivo (marca, modelo, número de serie)
+- Consultar el estado actual de cada dispositivo (disponible, prestado)
+
+### Gestión de Usuarios
+
+El sistema debe permitir:
+- Registrar nuevos usuarios
+- Identificar cada usuario de manera única
+- Almacenar información de contacto básica (nombre, identificación)
+- Consultar la información de los usuarios registrados
+
+### Gestión de Préstamos
+
+El sistema debe permitir:
+- Asignar un dispositivo disponible a un usuario
+- Registrar la fecha y hora del préstamo
+- Registrar la fecha y hora de la devolución
+- Consultar el historial de préstamos de un dispositivo
+- Consultar el historial de préstamos de un usuario
+- Visualizar todos los dispositivos actualmente prestados
+
+### Consulta y Reportes
+
+El sistema debe permitir:
+- Buscar dispositivos por cualquier atributo (marca, modelo, número de serie)
+- Buscar usuarios por cualquier atributo (nombre, identificación)
+- Filtrar préstamos por estado (activos, finalizados)
+- Filtrar préstamos por dispositivo
+- Filtrar préstamos por usuario
+- Ver el historial completo de préstamos y devoluciones
+
+---
+
+## Modelo de Datos
+
+### Entidades Principales
+
+1. **Dispositivo**
+   - Identificador único
+   - Marca
+   - Modelo
+   - Número de serie (único)
+   - Estado (disponible, prestado)
+
+2. **Usuario**
+   - Identificador único
+   - Nombre
+   - Identificación (única)
+
+3. **Préstamo**
+   - Identificador único
+   - Dispositivo asociado
+   - Usuario asociado
+   - Fecha de préstamo
+   - Fecha de devolución (opcional)
+   - Estado (activo, finalizado)
+
+### Relaciones
+
+- Un **usuario** puede tener **múltiples préstamos** (relación uno a muchos)
+- Un **dispositivo** solo puede estar en **un préstamo activo** a la vez
+- Un **préstamo** relaciona exactamente un dispositivo con un usuario
+- El historial de préstamos permite rastrear todos los movimientos de cada dispositivo
+
+### Reglas de Negocio
+
+1. Un dispositivo en estado "prestado" no puede ser prestado a otro usuario
+2. Un préstamo finalizado debe registrar fecha de devolución
+3. La identificación de dispositivos y usuarios debe ser única
+4. Al devolver un dispositivo, este vuelve al estado "disponible"
+
+---
+
+## Flujos de Trabajo
+
+### Registro de un Nuevo Dispositivo
+
+1. El sistema solicita la información del dispositivo (marca, modelo, número de serie)
+2. El sistema valida que el número de serie no esté registrado
+3. El sistema registra el dispositivo con estado "disponible"
+4. El sistema confirma el registro
+
+### Registro de un Nuevo Usuario
+
+1. El sistema solicita la información del usuario (nombre, identificación)
+2. El sistema valida que la identificación no esté registrada
+3. El sistema registra el usuario
+4. El sistema confirma el registro
+
+### Préstamo de un Dispositivo
+
+1. El sistema muestra los dispositivos disponibles
+2. El usuario selecciona un dispositivo
+3. El sistema muestra los usuarios registrados
+4. El usuario selecciona un usuario
+5. El sistema registra el préstamo con:
+   - Dispositivo seleccionado
+   - Usuario seleccionado
+   - Fecha y hora actual
+   - Estado "activo"
+6. El sistema actualiza el estado del dispositivo a "prestado"
+7. El sistema confirma el préstamo
+
+### Devolución de un Dispositivo
+
+1. El sistema muestra los préstamos activos
+2. El usuario selecciona un préstamo
+3. El sistema registra la fecha y hora de devolución
+4. El sistema actualiza el estado del préstamo a "finalizado"
+5. El sistema actualiza el estado del dispositivo a "disponible"
+6. El sistema confirma la devolución
+
+### Consulta de Préstamos por Usuario
+
+1. El sistema muestra la lista de usuarios
+2. El usuario selecciona un usuario
+3. El sistema muestra:
+   - Dispositivos actualmente prestados (préstamos activos)
+   - Historial de préstamos pasados (opcional: expandible)
+4. El sistema permite buscar por cualquier campo
+
+---
+
+## Requisitos No Funcionales
+
+### Usabilidad
+
+- La interfaz debe permitir búsqueda eficiente en listas grandes (500+ elementos)
+- La visualización de información debe ser clara y organizada
+- Los estados deben ser fácilmente identificables
+- Las acciones principales deben ser accesibles
+
+### Escalabilidad
+
+- El diseño debe soportar un crecimiento en el número de dispositivos y usuarios
+- La búsqueda debe ser eficiente
+- El historial debe ser consultable sin afectar el rendimiento
+
+### Mantenibilidad
+
+- La estructura de datos debe ser clara
+- Las relaciones entre entidades deben estar bien definidas
+- Los flujos de trabajo deben estar documentados
+
+---
+
+## Diseño de Interfaz (Conceptual)
+
+### Vistas Principales
+
+1. **Vista de Inventario**
+   - Lista de dispositivos
+   - Filtros por estado
+   - Búsqueda
+
+2. **Vista de Usuarios**
+   - Lista de usuarios
+   - Búsqueda
+
+3. **Vista de Préstamos Activos**
+   - Lista de préstamos en curso
+   - Filtros por dispositivo/usuario
+   - Acciones: devolver dispositivo
+
+4. **Vista de Historial**
+   - Lista completa de préstamos
+   - Filtros por fecha, usuario, dispositivo, estado
+   - Detalles de cada préstamo
+
+5. **Vista de Préstamos por Usuario**
+   - Lista de usuarios
+   - Para cada usuario: dispositivos actualmente prestados
+   - Opcional: historial de préstamos pasados (expandible)
+
+### Elementos de Interacción
+
+- Campos de búsqueda en todas las listas
+- Botones de acción claros (Prestar, Devolver, Registrar)
+- Indicadores visuales de estado (colores, iconos)
+- Confirmación de acciones críticas
+
+---
+
+## Notas de Implementación
+
+Este documento describe los requisitos a nivel de diseño. La implementación específica (lenguaje de programación, base de datos, framework, arquitectura) queda a criterio del equipo de desarrollo y puede variar según las necesidades técnicas.
+
+Los detalles técnicos como:
+- Tecnologías específicas
+- Estructura de base de datos física
+- APIs
+- Autenticación
+- Despliegue
+
+Deberán ser definidos en la fase de diseño técnico y pueden evolucionar sin afectar los requisitos funcionales descritos aquí.

RUNNING.md

@@ -48,10 +48,22 @@ pkill -f "python app.py"
 - **Port**: 5000 (configurable in app.py)
 - **Virtual Environment**: `.venv/` (created with uv)
 
-## Troubleshooting
-If you have issues:
-1. Check if the server is running: `ps aux | grep app.py`
-2. Check the database: `sqlite3 tablets.db`
-3. Restart the server: `source .venv/bin/activate && python app.py`
+## Running Tests
 
-Enjoy managing your tablets! 📱💻
+The project includes 46 unit tests for verifying functionality:
+
+```bash
+# Run all tests
+python3 -m pytest tests/ -v
+
+# Run with coverage
+python3 -m pytest tests/ --cov=./ --cov-report=term-missing
+```
+
+Tests cover:
+- Core CRUD operations for tablets, users, and loans
+- Edge cases (duplicates, invalid IDs, already loaned devices)
+- Application function testing
+- Non-loanable device management
+
+All tests use isolated temporary databases and do not affect production data.

TECHNICAL_SPECIFICATIONS.md

@@ -0,0 +1,200 @@
+# Especificaciones Técnicas
+
+Documento complementario a `REQUIREMENTS.md` con propuestas concretas de implementación técnica.
+
+---
+
+## 1. Concurrencia en Base de Datos
+
+| Opción | Descripción | Ventajas | Desventajas |
+|--------|-------------|---------|-------------|
+| **SQLite + WAL** | Modo Write-Ahead Logging | Zero-config, embebido, buena para <100 conexiones | Limitado a 1 escritor simultáneo |
+| **PostgreSQL** | Base de datos relacional | Concurrencia completa, transacciones ACID | Requiere servidor |
+| **Transacciones** | Aislamiento READ COMMITTED | Previene lecturas sucias | Bloqueos temporales |
+| **Locking optimista** | Versión de fila en actualizaciones | Sin bloqueos | Conflictos requieren reintento |
+
+**Recomendación**: SQLite con WAL para prototipos, PostgreSQL para producción. Usar transacciones para operaciones críticas (préstamo/devolución).
+
+---
+
+## 2. Autenticación Básica
+
+| Opción | Descripción | Complejidad |
+|--------|-------------|-------------|
+| **Sesiones (Flask)** | Cookies firmadas | Baja |
+| **JWT** | Tokens sin estado | Media |
+| **OAuth 2.0** | Delegación a proveedores | Alta |
+| **Basic Auth** | HTTP Basic Authentication | Mínima |
+
+**Flujo mínimo**:
+```
+Login (user/pass) → Session/JWT → Middleware verifica rol → Acceso a endpoints
+```
+
+**Roles sugeridos**:
+- `admin`: CRUD completo, gestión de usuarios
+- `staff`: Préstamos/devoluciones
+- `viewer`: Solo consulta
+
+---
+
+## 3. Separación Frontend/Backend
+
+| Arquitectura | Descripción | Stack Ejemplo |
+|--------------|-------------|---------------|
+| **Monolítica + Templates** | Servidor renderiza HTML | Flask+Jinja2, Django |
+| **API + SPA** | Backend API, frontend dinámico | FastAPI + React/Vue |
+| **API + SSR** | Backend API + renderizado servidor | Next.js + API |
+| **Microservicios** | Servicios independientes | Backend API + Frontend estático |
+
+**Para este proyecto**:
+- **Opción A**: Flask + Jinja2 (simple, suficiente para requisitos)
+- **Opción B**: FastAPI + React (escalable, separable)
+
+---
+
+## 4. Búsqueda Eficiente (500+ elementos)
+
+| Opción | Descripción | Implementación |
+|--------|-------------|----------------|
+| **Índices DB** | B-tree en columnas buscadas | `CREATE INDEX idx_brand ON tablets(brand)` |
+| **Búsqueda full-text** | Búsqueda en texto | SQLite FTS5, PostgreSQL tsvector |
+| **Filtrado cliente** | JavaScript filtra datos | Ideal para <2000 elementos |
+| **Paginación** | Dividir resultados | `LIMIT 50 OFFSET 0` |
+
+**Recomendación**: Índices en `serial_number`, `brand`, `model`, `user.name`, `user.identification`.
+
+---
+
+## 5. Estructura de Proyecto Propuesta
+
+```
+project/
+├── backend/
+│   ├── models/          # Entidades (Device, User, Loan)
+│   ├── services/        # Lógica de negocio
+│   ├── repositories/    # Acceso a datos
+│   ├── routes/          # Endpoints/API
+│   └── app.py           # Configuración
+├── frontend/           # Opcional para opción B
+│   ├── public/
+│   └── src/
+├── migrations/         # Control de cambios DB
+├── tests/
+└── docs/
+```
+
+---
+
+## 6. Decisiones Clave por Tomar
+
+| Decisión | Opciones | Impacto |
+|----------|----------|---------|
+| Base de datos | SQLite / PostgreSQL | Concurrencia, despliegue |
+| Autenticación | Sesiones / JWT / Ninguna | Seguridad, complejidad |
+| Frontend | Templates / SPA / Ninguno | Experiencia usuario |
+| Despliegue | Local / Docker / Cloud | Escalabilidad |
+
+---
+
+## 7. Ejemplo de Implementación Mínima (Pseudocódigo)
+
+```python
+# modelos.py
+class Device:
+    id: int (PK)
+    serial_number: str (unique)
+    status: str (available/loaned)
+    loans: List[Loan] (one-to-many)
+
+class User:
+    id: int (PK)
+    identification: str (unique)
+    loans: List[Loan] (one-to-many)
+
+class Loan:
+    id: int (PK)
+    device_id: int (FK)
+    user_id: int (FK)
+    loan_date: datetime
+    return_date: datetime (nullable)
+    status: str (active/returned)
+
+# servicios/loan_service.py
+def loan_device(device_id: int, user_id: int) -> Loan:
+    with transaction():  # Atomicidad
+        device = get_device_for_update(device_id)
+        if device.status != 'available':
+            raise DeviceNotAvailableError()
+        
+        loan = Loan.create(
+            device_id=device_id,
+            user_id=user_id,
+            loan_date=now(),
+            status='active'
+        )
+        device.status = 'loaned'
+        return loan
+```
+
+---
+
+## 8. Consideraciones Adicionales
+
+- **Validaciones**: Únicas (serial_number, identification) a nivel de base de datos
+- **Auditoría**: Campos `created_at`, `updated_at` en todas las entidades
+- **Backups**: Script para exportar base de datos periódicamente
+- **Logging**: Registrar préstamos/devoluciones para auditoría
+- **Versionado API**: `/api/v1/...` para compatibilidad futura
+- **Pruebas**: Cubrir flujos críticos (préstamo con dispositivo no disponible, devolución de préstamo inexistente)
+
+---
+
+## 9. Migración a PostgreSQL (Futuro)
+
+### Contexto
+
+El sistema actualmente utiliza **SQLite** como base de datos embebida, ideal para prototipos y aplicaciones pequeñas. Sin embargo, SQLite tiene limitaciones para escalar.
+
+### Criterios para Migración
+
+Considerar migrar a **PostgreSQL** cuando:
+- Tamaño DB > 1GB
+- Más de 50 conexiones simultáneas
+- Más de 200 usuarios activos
+- Más de 500 transacciones por minuto
+- Necesidad de múltiples servidores
+
+### Arquitectura Propuesta
+
+Usar un patrón de **Repository** para abstraer la base de datos:
+```
+backend/
+├── repositories/
+│   ├── base_repository.py       # Interfaz abstracta
+│   ├── sqlite_repository.py     # Implementación SQLite
+│   └── postgres_repository.py   # Implementación PostgreSQL
+└── config/
+    └── database.py              # Fábrica de repositorios
+```
+
+### Schema PostgreSQL
+
+El schema es similar al de SQLite pero con tipos de datos más específicos y índices adicionales para rendimiento.
+
+### Pasos para Migración
+
+1. Instalar dependencias: `pip install psycopg2-binary sqlalchemy alembic`
+2. Configurar PostgreSQL y crear base de datos
+3. Ejecutar script de migración: `python scripts/migrate_to_postgres.py`
+4. Cambiar configuración: `DB_TYPE=postgres`
+5. Iniciar aplicación
+
+### Beneficios
+
+- Concurrencia ilimitada (múltiples escritores)
+- Escalabilidad a miles de conexiones
+- Mejor rendimiento con índices
+- Seguridad integrada (autenticación, roles)
+- Backups automáticos
+- Replicación y clustering

app.py

@@ -63,6 +63,22 @@ def init_db():
             )
         ''')
         
+        # Create non_loanable_devices table for devices that cannot be loaned
+        cursor.execute('''
+            CREATE TABLE IF NOT EXISTS non_loanable_devices (
+                id INTEGER PRIMARY KEY AUTOINCREMENT,
+                brand TEXT NOT NULL,
+                model TEXT NOT NULL,
+                serial_number TEXT UNIQUE NOT NULL,
+                device_type TEXT NOT NULL,
+                location TEXT,
+                status TEXT DEFAULT 'available',
+                notes TEXT,
+                purchase_date TEXT,
+                purchase_cost REAL
+            )
+        ''')
+        
         conn.commit()
 
 @app.route('/')
@@ -319,6 +335,99 @@ def user_loans():
     return render_template('user_loans.html', users_with_loans=user_loans_list)
 
 
+@app.route('/non_loanable_devices')
+def non_loanable_devices():
+    """Show all non-loanable devices"""
+    with get_db() as conn:
+        cursor = conn.cursor()
+        cursor.execute("SELECT * FROM non_loanable_devices ORDER BY device_type, brand, model")
+        devices = cursor.fetchall()
+    
+    return render_template('non_loanable_devices.html', devices=devices)
+
+
+@app.route('/add_non_loanable_device', methods=['GET', 'POST'])
+def add_non_loanable_device():
+    """Add a new non-loanable device to inventory"""
+    if request.method == 'POST':
+        brand = request.form['brand']
+        model = request.form['model']
+        serial_number = request.form['serial_number']
+        device_type = request.form['device_type']
+        location = request.form['location']
+        notes = request.form['notes']
+        purchase_date = request.form.get('purchase_date', '')
+        purchase_cost = request.form.get('purchase_cost', '')
+        
+        try:
+            with get_db() as conn:
+                cursor = conn.cursor()
+                cursor.execute('''
+                    INSERT INTO non_loanable_devices 
+                    (brand, model, serial_number, device_type, location, status, notes, purchase_date, purchase_cost)
+                    VALUES (?, ?, ?, ?, ?, 'available', ?, ?, ?)
+                ''', (brand, model, serial_number, device_type, location, notes, purchase_date, purchase_cost))
+                conn.commit()
+                flash('Non-loanable device added successfully!', 'success')
+        except sqlite3.IntegrityError:
+            flash('Error: Serial number already exists!', 'error')
+        
+        return redirect(url_for('non_loanable_devices'))
+    
+    return render_template('add_non_loanable_device.html')
+
+
+@app.route('/edit_non_loanable_device/<int:device_id>', methods=['GET', 'POST'])
+def edit_non_loanable_device(device_id):
+    """Edit a non-loanable device"""
+    with get_db() as conn:
+        cursor = conn.cursor()
+        cursor.execute("SELECT * FROM non_loanable_devices WHERE id = ?", (device_id,))
+        device = cursor.fetchone()
+        
+        if not device:
+            flash('Error: Device not found!', 'error')
+            return redirect(url_for('non_loanable_devices'))
+        
+        if request.method == 'POST':
+            brand = request.form['brand']
+            model = request.form['model']
+            serial_number = request.form['serial_number']
+            device_type = request.form['device_type']
+            location = request.form['location']
+            status = request.form['status']
+            notes = request.form['notes']
+            purchase_date = request.form.get('purchase_date', '')
+            purchase_cost = request.form.get('purchase_cost', '')
+            
+            try:
+                cursor.execute('''
+                    UPDATE non_loanable_devices SET
+                    brand = ?, model = ?, serial_number = ?, device_type = ?,
+                    location = ?, status = ?, notes = ?, purchase_date = ?, purchase_cost = ?
+                    WHERE id = ?
+                ''', (brand, model, serial_number, device_type, location, status, notes, purchase_date, purchase_cost, device_id))
+                conn.commit()
+                flash('Device updated successfully!', 'success')
+                return redirect(url_for('non_loanable_devices'))
+            except sqlite3.IntegrityError:
+                flash('Error: Serial number already exists!', 'error')
+        
+        return render_template('edit_non_loanable_device.html', device=device)
+
+
+@app.route('/delete_non_loanable_device/<int:device_id>')
+def delete_non_loanable_device(device_id):
+    """Delete a non-loanable device"""
+    with get_db() as conn:
+        cursor = conn.cursor()
+        cursor.execute("DELETE FROM non_loanable_devices WHERE id = ?", (device_id,))
+        conn.commit()
+        flash('Device deleted successfully!', 'success')
+    
+    return redirect(url_for('non_loanable_devices'))
+
+
 if __name__ == '__main__':
     # Initialize database
     init_db()

docs/MIGRATION_TO_POSTGRES.md

@@ -0,0 +1,987 @@
+# PostgreSQL Migration Guide
+
+This document describes how to migrate the Tablet Management System from SQLite to PostgreSQL when the database grows beyond SQLite's capabilities.
+
+## When to Migrate
+
+Consider migrating to PostgreSQL when you encounter any of these scenarios:
+
+| Metric | SQLite Limit | PostgreSQL | Migration Trigger |
+|--------|--------------|------------|-------------------|
+| Database Size | ~10GB max | Unlimited | >1GB |
+| Concurrent Writers | 1 | Thousands | >50 simultaneous |
+| Active Users | <100 | Millions | >200 |
+| Transactions/min | <100 | 100K+ | >500 |
+| Servers | Single machine | Cluster | Multiple servers |
+| High Availability | No | Yes | Required |
+| Backup Strategy | Manual | Automated | Automated needed |
+
+## Architecture Overview
+
+The migration uses a **Repository Pattern** to abstract the database layer, allowing both SQLite and PostgreSQL to work seamlessly.
+
+```
+project/
+├── backend/
+│   ├── config/
+│   │   ├── __init__.py
+│   │   ├── settings.py          # Database configuration
+│   │   └── database.py          # Repository factory
+│   ├── repositories/
+│   │   ├── __init__.py
+│   │   ├── base_repository.py   # Abstract base classes
+│   │   ├── sqlite_repo.py       # SQLite implementation
+│   │   └── postgres_repo.py     # PostgreSQL implementation
+│   └── app.py                   # Main application (unchanged)
+├── migrations/                 # Alembic migrations
+│   └── versions/
+│       └── initial_schema.py
+├── scripts/
+│   └── migrate_to_postgres.py   # Migration script
+└── docker-compose.yml           # Optional Docker setup
+```
+
+## Step 1: Install Dependencies
+
+```bash
+# For development
+pip install psycopg2-binary sqlalchemy alembic
+
+# For production (more efficient)
+pip install psycopg2 sqlalchemy alembic
+```
+
+## Step 2: Set Up PostgreSQL
+
+### Option A: Local Installation
+
+```bash
+# Ubuntu/Debian
+sudo apt update
+sudo apt install postgresql postgresql-contrib
+
+# Create database and user
+sudo -u postgres psql
+```
+
+In PostgreSQL shell:
+```sql
+CREATE DATABASE tablet_management;
+CREATE USER tablet_user WITH PASSWORD 'your_secure_password';
+GRANT ALL PRIVILEGES ON DATABASE tablet_management TO tablet_user;
+ALTER USER tablet_user CREATEDB;
+\q
+```
+
+### Option B: Docker (Recommended for Development)
+
+```bash
+# Start PostgreSQL container
+docker run --name tablet-db -e POSTGRES_PASSWORD=your_password -e POSTGRES_USER=tablet_user -e POSTGRES_DB=tablet_management -p 5432:5432 -d postgres:16-alpine
+
+# Or use docker-compose (see docker-compose.yml)
+docker-compose up -d postgres
+```
+
+## Step 3: Configure Environment
+
+Create a `.env` file:
+
+```bash
+# Database configuration
+DB_TYPE=postgres                    # or 'sqlite'
+DB_URL=postgresql://tablet_user:your_password@localhost:5432/tablet_management
+
+# For SQLite (fallback)
+DB_PATH=tablets.db
+```
+
+Or set environment variables:
+
+```bash
+export DB_TYPE=postgres
+export DB_URL=postgresql://tablet_user:your_password@localhost:5432/tablet_management
+```
+
+## Step 4: Create Repository Abstraction
+
+### Base Repository (Abstract Interface)
+
+```python
+# backend/repositories/base_repository.py
+from abc import ABC, abstractmethod
+from typing import Optional, List
+from datetime import datetime
+
+
+class BaseTabletRepository(ABC):
+    @abstractmethod
+    def get_by_id(self, tablet_id: int) -> Optional[dict]:
+        pass
+    
+    @abstractmethod
+    def get_by_serial(self, serial: str) -> Optional[dict]:
+        pass
+    
+    @abstractmethod
+    def get_all(self, status: Optional[str] = None) -> List[dict]:
+        pass
+    
+    @abstractmethod
+    def add(self, brand: str, model: str, serial_number: str, notes: Optional[str] = None) -> dict:
+        pass
+    
+    @abstractmethod
+    def update_status(self, tablet_id: int, status: str) -> bool:
+        pass
+    
+    @abstractmethod
+    def delete(self, tablet_id: int) -> bool:
+        pass
+
+
+class BaseUserRepository(ABC):
+    @abstractmethod
+    def get_by_id(self, user_id: int) -> Optional[dict]:
+        pass
+    
+    @abstractmethod
+    def get_by_identification(self, identification: str) -> Optional[dict]:
+        pass
+    
+    @abstractmethod
+    def get_all(self) -> List[dict]:
+        pass
+    
+    @abstractmethod
+    def add(self, name: str, email: Optional[str], phone: Optional[str], identification: str) -> dict:
+        pass
+
+
+class BaseLoanRepository(ABC):
+    @abstractmethod
+    def get_by_id(self, loan_id: int) -> Optional[dict]:
+        pass
+    
+    @abstractmethod
+    def get_active_by_tablet(self, tablet_id: int) -> Optional[dict]:
+        pass
+    
+    @abstractmethod
+    def get_by_user(self, user_id: int) -> List[dict]:
+        pass
+    
+    @abstractmethod
+    def get_all(self, status: Optional[str] = None) -> List[dict]:
+        pass
+    
+    @abstractmethod
+    def create(self, tablet_id: int, user_id: int) -> dict:
+        pass
+    
+    @abstractmethod
+    def return_loan(self, loan_id: int) -> bool:
+        pass
+
+
+class BaseNonLoanableDeviceRepository(ABC):
+    @abstractmethod
+    def get_by_id(self, device_id: int) -> Optional[dict]:
+        pass
+    
+    @abstractmethod
+    def get_all(self) -> List[dict]:
+        pass
+    
+    @abstractmethod
+    def add(self, brand: str, model: str, serial_number: str, device_type: str, 
+            location: Optional[str] = None, notes: Optional[str] = None,
+            purchase_date: Optional[str] = None, purchase_cost: Optional[float] = None) -> dict:
+        pass
+    
+    @abstractmethod
+    def update(self, device_id: int, **kwargs) -> bool:
+        pass
+    
+    @abstractmethod
+    def delete(self, device_id: int) -> bool:
+        pass
+```
+
+### SQLite Implementation
+
+```python
+# backend/repositories/sqlite_repo.py
+import sqlite3
+from typing import Optional, List
+from .base_repository import (
+    BaseTabletRepository, BaseUserRepository, 
+    BaseLoanRepository, BaseNonLoanableDeviceRepository
+)
+
+
+class SQLiteTabletRepository(BaseTabletRepository):
+    def __init__(self, db_path: str = 'tablets.db'):
+        self.db_path = db_path
+        self._init_db()
+    
+    def _init_db(self):
+        conn = sqlite3.connect(self.db_path)
+        cursor = conn.cursor()
+        cursor.execute('''
+            CREATE TABLE IF NOT EXISTS tablets (
+                id INTEGER PRIMARY KEY AUTOINCREMENT,
+                brand TEXT NOT NULL,
+                model TEXT NOT NULL,
+                serial_number TEXT UNIQUE NOT NULL,
+                status TEXT DEFAULT 'available',
+                notes TEXT
+            )
+        ''')
+        conn.commit()
+        conn.close()
+    
+    def get_by_id(self, tablet_id: int) -> Optional[dict]:
+        conn = sqlite3.connect(self.db_path)
+        conn.row_factory = sqlite3.Row
+        cursor = conn.cursor()
+        cursor.execute("SELECT * FROM tablets WHERE id = ?", (tablet_id,))
+        row = cursor.fetchone()
+        conn.close()
+        return dict(row) if row else None
+    
+    def get_by_serial(self, serial: str) -> Optional[dict]:
+        conn = sqlite3.connect(self.db_path)
+        conn.row_factory = sqlite3.Row
+        cursor = conn.cursor()
+        cursor.execute("SELECT * FROM tablets WHERE serial_number = ?", (serial,))
+        row = cursor.fetchone()
+        conn.close()
+        return dict(row) if row else None
+    
+    def get_all(self, status: Optional[str] = None) -> List[dict]:
+        conn = sqlite3.connect(self.db_path)
+        conn.row_factory = sqlite3.Row
+        cursor = conn.cursor()
+        query = "SELECT * FROM tablets"
+        params = ()
+        if status:
+            query += " WHERE status = ?"
+            params = (status,)
+        cursor.execute(query, params)
+        results = [dict(row) for row in cursor.fetchall()]
+        conn.close()
+        return results
+    
+    def add(self, brand: str, model: str, serial_number: str, notes: Optional[str] = None) -> dict:
+        conn = sqlite3.connect(self.db_path)
+        conn.row_factory = sqlite3.Row
+        cursor = conn.cursor()
+        cursor.execute('''
+            INSERT INTO tablets (brand, model, serial_number, status, notes)
+            VALUES (?, ?, ?, 'available', ?)
+        ''', (brand, model, serial_number, notes))
+        conn.commit()
+        tablet_id = cursor.lastrowid
+        cursor.execute("SELECT * FROM tablets WHERE id = ?", (tablet_id,))
+        row = cursor.fetchone()
+        conn.close()
+        return dict(row)
+    
+    def update_status(self, tablet_id: int, status: str) -> bool:
+        conn = sqlite3.connect(self.db_path)
+        cursor = conn.cursor()
+        cursor.execute("UPDATE tablets SET status = ? WHERE id = ?", (status, tablet_id))
+        conn.commit()
+        changed = cursor.rowcount > 0
+        conn.close()
+        return changed
+    
+    def delete(self, tablet_id: int) -> bool:
+        conn = sqlite3.connect(self.db_path)
+        cursor = conn.cursor()
+        cursor.execute("DELETE FROM tablets WHERE id = ?", (tablet_id,))
+        conn.commit()
+        deleted = cursor.rowcount > 0
+        conn.close()
+        return deleted
+
+
+# Similar implementations for SQLiteUserRepository, SQLiteLoanRepository, etc.
+```
+
+### PostgreSQL Implementation
+
+```python
+# backend/repositories/postgres_repo.py
+import psycopg2
+from psycopg2 import sql
+from psycopg2.extras import DictCursor
+from typing import Optional, List
+from .base_repository import (
+    BaseTabletRepository, BaseUserRepository,
+    BaseLoanRepository, BaseNonLoanableDeviceRepository
+)
+
+
+class PostgreSQLTabletRepository(BaseTabletRepository):
+    def __init__(self, connection_string: str):
+        self.connection_string = connection_string
+        self._init_db()
+    
+    def _get_connection(self):
+        return psycopg2.connect(self.connection_string)
+    
+    def _init_db(self):
+        conn = self._get_connection()
+        cursor = conn.cursor()
+        cursor.execute('''
+            CREATE TABLE IF NOT EXISTS tablets (
+                id SERIAL PRIMARY KEY,
+                brand VARCHAR(100) NOT NULL,
+                model VARCHAR(100) NOT NULL,
+                serial_number VARCHAR(50) UNIQUE NOT NULL,
+                status VARCHAR(20) DEFAULT 'available',
+                notes TEXT,
+                created_at TIMESTAMP DEFAULT NOW(),
+                updated_at TIMESTAMP DEFAULT NOW()
+            )
+        ''')
+        cursor.execute('''
+            CREATE INDEX IF NOT EXISTS idx_tablets_serial 
+            ON tablets(serial_number)
+        ''')
+        cursor.execute('''
+            CREATE INDEX IF NOT EXISTS idx_tablets_status 
+            ON tablets(status)
+        ''')
+        conn.commit()
+        cursor.close()
+        conn.close()
+    
+    def get_by_id(self, tablet_id: int) -> Optional[dict]:
+        conn = self._get_connection()
+        cursor = conn.cursor(cursor_factory=DictCursor)
+        cursor.execute("SELECT * FROM tablets WHERE id = %s", (tablet_id,))
+        row = cursor.fetchone()
+        conn.close()
+        return dict(row) if row else None
+    
+    def get_by_serial(self, serial: str) -> Optional[dict]:
+        conn = self._get_connection()
+        cursor = conn.cursor(cursor_factory=DictCursor)
+        cursor.execute("SELECT * FROM tablets WHERE serial_number = %s", (serial,))
+        row = cursor.fetchone()
+        conn.close()
+        return dict(row) if row else None
+    
+    def get_all(self, status: Optional[str] = None) -> List[dict]:
+        conn = self._get_connection()
+        cursor = conn.cursor(cursor_factory=DictCursor)
+        query = "SELECT * FROM tablets"
+        params = ()
+        if status:
+            query += " WHERE status = %s"
+            params = (status,)
+        cursor.execute(query, params)
+        results = [dict(row) for row in cursor.fetchall()]
+        conn.close()
+        return results
+    
+    def add(self, brand: str, model: str, serial_number: str, notes: Optional[str] = None) -> dict:
+        conn = self._get_connection()
+        cursor = conn.cursor(cursor_factory=DictCursor)
+        cursor.execute('''
+            INSERT INTO tablets (brand, model, serial_number, status, notes)
+            VALUES (%s, %s, %s, 'available', %s)
+            RETURNING *
+        ''', (brand, model, serial_number, notes))
+        row = cursor.fetchone()
+        conn.commit()
+        conn.close()
+        return dict(row)
+    
+    def update_status(self, tablet_id: int, status: str) -> bool:
+        conn = self._get_connection()
+        cursor = conn.cursor()
+        cursor.execute(
+            "UPDATE tablets SET status = %s, updated_at = NOW() WHERE id = %s",
+            (status, tablet_id)
+        )
+        conn.commit()
+        changed = cursor.rowcount > 0
+        conn.close()
+        return changed
+    
+    def delete(self, tablet_id: int) -> bool:
+        conn = self._get_connection()
+        cursor = conn.cursor()
+        cursor.execute("DELETE FROM tablets WHERE id = %s", (tablet_id,))
+        conn.commit()
+        deleted = cursor.rowcount > 0
+        conn.close()
+        return deleted
+
+
+# Similar implementations for PostgreSQLUserRepository, PostgreSQLLoanRepository, etc.
+```
+
+## Step 5: Create Repository Factory
+
+```python
+# backend/config/database.py
+import os
+from backend.repositories.sqlite_repo import (
+    SQLiteTabletRepository, SQLiteUserRepository,
+    SQLiteLoanRepository, SQLiteNonLoanableDeviceRepository
+)
+from backend.repositories.postgres_repo import (
+    PostgreSQLTabletRepository, PostgreSQLUserRepository,
+    PostgreSQLLoanRepository, PostgreSQLNonLoanableDeviceRepository
+)
+from backend.repositories.base_repository import (
+    BaseTabletRepository, BaseUserRepository,
+    BaseLoanRepository, BaseNonLoanableDeviceRepository
+)
+
+
+class DatabaseConfig:
+    def __init__(self):
+        self.db_type = os.getenv('DB_TYPE', 'sqlite')
+        self.db_url = os.getenv('DB_URL', '')
+        self.db_path = os.getenv('DB_PATH', 'tablets.db')
+    
+    @property
+    def is_postgres(self) -> bool:
+        return self.db_type == 'postgres'
+
+
+def get_tablet_repository() -> BaseTabletRepository:
+    config = DatabaseConfig()
+    if config.is_postgres:
+        return PostgreSQLTabletRepository(config.db_url)
+    else:
+        return SQLiteTabletRepository(config.db_path)
+
+
+def get_user_repository() -> BaseUserRepository:
+    config = DatabaseConfig()
+    if config.is_postgres:
+        return PostgreSQLUserRepository(config.db_url)
+    else:
+        return SQLiteUserRepository(config.db_path)
+
+
+def get_loan_repository() -> BaseLoanRepository:
+    config = DatabaseConfig()
+    if config.is_postgres:
+        return PostgreSQLLoanRepository(config.db_url)
+    else:
+        return SQLiteLoanRepository(config.db_path)
+
+
+def get_non_loanable_device_repository() -> BaseNonLoanableDeviceRepository:
+    config = DatabaseConfig()
+    if config.is_postgres:
+        return PostgreSQLNonLoanableDeviceRepository(config.db_url)
+    else:
+        return SQLiteNonLoanableDeviceRepository(config.db_path)
+```
+
+## Step 6: Update Application to Use Repositories
+
+Modify your application to use the repository pattern:
+
+```python
+# In your app.py or service layer
+from backend.config.database import (
+    get_tablet_repository, get_user_repository,
+    get_loan_repository, get_non_loanable_device_repository
+)
+
+# Instead of direct SQLite calls:
+tablet_repo = get_tablet_repository()
+user_repo = get_user_repository()
+loan_repo = get_loan_repository()
+
+# Example: Loan a tablet
+def loan_tablet(tablet_id: int, user_id: int):
+    # Get repositories
+    tablet_repo = get_tablet_repository()
+    user_repo = get_user_repository()
+    loan_repo = get_loan_repository()
+    
+    # Validate
+    tablet = tablet_repo.get_by_id(tablet_id)
+    if not tablet:
+        raise ValueError("Tablet not found")
+    
+    if tablet['status'] != 'available':
+        raise ValueError("Tablet not available")
+    
+    user = user_repo.get_by_id(user_id)
+    if not user:
+        raise ValueError("User not found")
+    
+    # Check for active loan
+    active_loan = loan_repo.get_active_by_tablet(tablet_id)
+    if active_loan:
+        raise ValueError("Tablet already loaned")
+    
+    # Create loan
+    loan = loan_repo.create(tablet_id, user_id)
+    
+    # Update tablet status
+    tablet_repo.update_status(tablet_id, 'loaned')
+    
+    return loan
+```
+
+## Step 7: Create Migration Script
+
+```python
+# scripts/migrate_to_postgres.py
+#!/usr/bin/env python3
+"""
+Migration script from SQLite to PostgreSQL
+"""
+import sqlite3
+import psycopg2
+from psycopg2.extras import DictCursor
+import argparse
+from tqdm import tqdm
+import os
+
+
+def create_postgres_tables(conn):
+    """Create all tables in PostgreSQL"""
+    cursor = conn.cursor()
+    
+    # Tablets
+    cursor.execute('''
+        CREATE TABLE IF NOT EXISTS tablets (
+            id SERIAL PRIMARY KEY,
+            brand VARCHAR(100) NOT NULL,
+            model VARCHAR(100) NOT NULL,
+            serial_number VARCHAR(50) UNIQUE NOT NULL,
+            status VARCHAR(20) DEFAULT 'available',
+            notes TEXT,
+            created_at TIMESTAMP DEFAULT NOW(),
+            updated_at TIMESTAMP DEFAULT NOW()
+        )
+    ''')
+    
+    # Users
+    cursor.execute('''
+        CREATE TABLE IF NOT EXISTS users (
+            id SERIAL PRIMARY KEY,
+            name VARCHAR(100) NOT NULL,
+            email VARCHAR(255),
+            phone VARCHAR(20),
+            identification VARCHAR(50) UNIQUE NOT NULL,
+            created_at TIMESTAMP DEFAULT NOW(),
+            updated_at TIMESTAMP DEFAULT NOW()
+        )
+    ''')
+    
+    # Loans
+    cursor.execute('''
+        CREATE TABLE IF NOT EXISTS loans (
+            id SERIAL PRIMARY KEY,
+            tablet_id INTEGER NOT NULL REFERENCES tablets(id) ON DELETE RESTRICT,
+            user_id INTEGER NOT NULL REFERENCES users(id) ON DELETE RESTRICT,
+            loan_date TIMESTAMP NOT NULL DEFAULT NOW(),
+            return_date TIMESTAMP,
+            status VARCHAR(20) DEFAULT 'active',
+            created_at TIMESTAMP DEFAULT NOW()
+        )
+    ''')
+    
+    # Non-loanable devices
+    cursor.execute('''
+        CREATE TABLE IF NOT EXISTS non_loanable_devices (
+            id SERIAL PRIMARY KEY,
+            brand VARCHAR(100) NOT NULL,
+            model VARCHAR(100) NOT NULL,
+            serial_number VARCHAR(50) UNIQUE NOT NULL,
+            device_type VARCHAR(50) NOT NULL,
+            location VARCHAR(100),
+            status VARCHAR(20) DEFAULT 'available',
+            notes TEXT,
+            purchase_date DATE,
+            purchase_cost DECIMAL(10,2),
+            created_at TIMESTAMP DEFAULT NOW(),
+            updated_at TIMESTAMP DEFAULT NOW()
+        )
+    ''')
+    
+    # Indexes for performance
+    cursor.execute('CREATE INDEX IF NOT EXISTS idx_tablets_serial ON tablets(serial_number)')
+    cursor.execute('CREATE INDEX IF NOT EXISTS idx_tablets_status ON tablets(status)')
+    cursor.execute('CREATE INDEX IF NOT EXISTS idx_tablets_brand ON tablets(brand)')
+    cursor.execute('CREATE INDEX IF NOT EXISTS idx_users_identification ON users(identification)')
+    cursor.execute('CREATE INDEX IF NOT EXISTS idx_loans_tablet ON loans(tablet_id)')
+    cursor.execute('CREATE INDEX IF NOT EXISTS idx_loans_user ON loans(user_id)')
+    cursor.execute('CREATE INDEX IF NOT EXISTS idx_loans_status ON loans(status)')
+    
+    conn.commit()
+
+
+def migrate_table(conn_sqlite, conn_pg, table_name: str, pg_create_table: str):
+    """Generic migration for a table"""
+    cursor_sqlite = conn_sqlite.cursor()
+    cursor_pg = conn_pg.cursor()
+    
+    # Get all data from SQLite
+    cursor_sqlite.execute(f"SELECT * FROM {table_name}")
+    rows = cursor_sqlite.fetchall()
+    
+    if not rows:
+        print(f"No data to migrate for {table_name}")
+        return
+    
+    # Get column names
+    column_names = [desc[0] for desc in cursor_sqlite.description]
+    
+    # Prepare INSERT statement
+    columns = ', '.join(column_names)
+    placeholders = ', '.join(['%s'] * len(column_names))
+    insert_sql = f"INSERT INTO {table_name} ({columns}) VALUES ({placeholders}) ON CONFLICT DO NOTHING"
+    
+    # Migrate data
+    for row in tqdm(rows, desc=f"Migrating {table_name}"):
+        cursor_pg.execute(insert_sql, row)
+    
+    conn_pg.commit()
+    print(f"✓ Migrated {len(rows)} rows from {table_name}")
+
+
+def migrate_all(sqlite_path: str, pg_url: str):
+    """Migrate all data from SQLite to PostgreSQL"""
+    print("Starting migration from SQLite to PostgreSQL...")
+    
+    # Connect to SQLite
+    conn_sqlite = sqlite3.connect(sqlite_path)
+    
+    # Connect to PostgreSQL
+    conn_pg = psycopg2.connect(pg_url)
+    
+    try:
+        # Create tables
+        print("Creating PostgreSQL tables...")
+        create_postgres_tables(conn_pg)
+        
+        # Migrate each table
+        migrate_table(conn_sqlite, conn_pg, 'tablets', '')
+        migrate_table(conn_sqlite, conn_pg, 'users', '')
+        migrate_table(conn_sqlite, conn_pg, 'loans', '')
+        migrate_table(conn_sqlite, conn_pg, 'non_loanable_devices', '')
+        
+        print("\n✓ Migration completed successfully!")
+        print(f"  SQLite: {sqlite_path}")
+        print(f"  PostgreSQL: {pg_url}")
+        
+    except Exception as e:
+        conn_pg.rollback()
+        print(f"\n✗ Migration failed: {e}")
+        raise
+    finally:
+        conn_sqlite.close()
+        conn_pg.close()
+
+
+if __name__ == '__main__':
+    parser = argparse.ArgumentParser(description='Migrate from SQLite to PostgreSQL')
+    parser.add_argument('--sqlite', default='tablets.db', help='SQLite database path')
+    parser.add_argument('--postgres', required=True, help='PostgreSQL connection URL')
+    args = parser.parse_args()
+    
+    migrate_all(args.sqlite, args.postgres)
+```
+
+## Step 8: Run Migration
+
+```bash
+# Test the migration first (dry run)
+python scripts/migrate_to_postgres.py --sqlite tablets.db --postgres postgresql://tablet_user:password@localhost:5432/tablet_management_test
+
+# Verify data in test database
+psql -U tablet_user -d tablet_management_test -c "SELECT COUNT(*) FROM tablets;"
+
+# When ready, migrate to production
+python scripts/migrate_to_postgres.py --sqlite tablets.db --postgres postgresql://tablet_user:password@localhost:5432/tablet_management
+```
+
+## Step 9: Switch to PostgreSQL
+
+```bash
+# Update environment variables
+export DB_TYPE=postgres
+export DB_URL=postgresql://tablet_user:password@localhost:5432/tablet_management
+
+# Restart application
+python app.py
+```
+
+## Step 10: Verify and Monitor
+
+```bash
+# Check application logs for errors
+# Monitor database connections
+psql -U tablet_user -d tablet_management -c "SELECT COUNT(*) FROM tablets;"
+
+# Check active connections
+psql -U postgres -c "SELECT * FROM pg_stat_activity WHERE datname = 'tablet_management';"
+```
+
+## Rollback Plan
+
+If something goes wrong:
+
+1. **Immediate rollback:**
+   ```bash
+   # Switch back to SQLite
+export DB_TYPE=sqlite
+export DB_PATH=tablets.db
+   python app.py
+   ```
+
+2. **Data verification:**
+   ```bash
+   # Compare counts
+   sqlite3 tablets.db "SELECT COUNT(*) FROM tablets;"
+   psql -U tablet_user -d tablet_management -c "SELECT COUNT(*) FROM tablets;"
+   ```
+
+3. **Backup PostgreSQL data:**
+   ```bash
+   pg_dump -U tablet_user -d tablet_management > postgres_backup_$(date +%Y%m%d).sql
+   ```
+
+## Docker Compose (Optional)
+
+For easy deployment with Docker:
+
+```yaml
+# docker-compose.yml
+version: '3.8'
+
+services:
+  postgres:
+    image: postgres:16-alpine
+    container_name: tablet_db
+    environment:
+      POSTGRES_DB: tablet_management
+      POSTGRES_USER: tablet_user
+      POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:-changeme}
+    ports:
+      - "5432:5432"
+    volumes:
+      - postgres_data:/var/lib/postgresql/data
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U tablet_user -d tablet_management"]
+      interval: 5s
+      timeout: 5s
+      retries: 5
+    restart: unless-stopped
+
+  app:
+    build: .
+    container_name: tablet_app
+    environment:
+      DB_TYPE: postgres
+      DB_URL: postgresql://tablet_user:${POSTGRES_PASSWORD:-changeme}@postgres:5432/tablet_management
+    ports:
+      - "5000:5000"
+    depends_on:
+      postgres:
+        condition: service_healthy
+    restart: unless-stopped
+
+volumes:
+  postgres_data:
+```
+
+Start with Docker:
+```bash
+docker-compose up -d
+```
+
+## Benefits of PostgreSQL
+
+### Performance
+- **Concurrency:** Multiple writers simultaneously (no lock contention)
+- **Indexing:** Advanced index types (B-tree, Hash, GiST, GIN, BRIN)
+- **Query Optimization:** Advanced query planner
+- **Connection Pooling:** Built-in support
+
+### Scalability
+- **Vertical:** Handles large datasets efficiently
+- **Horizontal:** Read replicas, partitioning, sharding
+- **Connections:** Supports thousands of concurrent connections
+
+### Reliability
+- **ACID Compliance:** Full transaction support
+- **Point-in-Time Recovery:** Restore to any moment
+- **Replication:** Master-slave, synchronous, asynchronous
+- **Backups:** `pg_dump`, `pg_basebackup`, continuous archiving
+
+### Security
+- **Authentication:** Multiple methods (password, MD5, SCRAM, LDAP, Kerberos)
+- **Authorization:** Role-based access control (RBAC)
+- **Row-Level Security:** Policies for fine-grained access
+- **Encryption:** SSL, at-rest encryption
+
+### Features
+- **JSON Support:** Native JSON/JSONB data type
+- **Full-Text Search:** Advanced text search capabilities
+- **Arrays:** Store arrays of values
+- **Custom Types:** Create your own data types
+- **Triggers:** Automatic actions on events
+- **Stored Procedures:** Server-side functions
+
+## Monitoring PostgreSQL
+
+### Basic Queries
+
+```sql
+-- Active connections
+SELECT * FROM pg_stat_activity WHERE datname = 'tablet_management';
+
+-- Table sizes
+SELECT table_name, pg_size_pretty(pg_total_relation_size(table_name))
+FROM information_schema.tables WHERE table_schema = 'public';
+
+-- Index usage
+SELECT indexrelname, idx_scan, idx_tup_read, idx_tup_fetch
+FROM pg_stat_user_indexes;
+
+-- Slow queries (requires pg_stat_statements extension)
+SELECT query, total_time, calls, mean_time
+FROM pg_stat_statements ORDER BY mean_time DESC LIMIT 10;
+```
+
+### Enable pg_stat_statements
+
+```sql
+-- In PostgreSQL
+CREATE EXTENSION pg_stat_statements;
+
+-- Then in postgresql.conf
+shared_preload_libraries = 'pg_stat_statements'
+pg_stat_statements.track = all
+```
+
+## Maintenance Tasks
+
+### Regular Maintenance
+
+```bash
+# Vacuum (reclaim space, update statistics)
+vacuumdb -U tablet_user -d tablet_management --analyze
+
+# Reindex (rebuild indexes)
+reindexdb -U tablet_user -d tablet_management
+```
+
+### Backup Strategy
+
+```bash
+# Daily backup
+pg_dump -U tablet_user -d tablet_management > /backups/tablet_management_$(date +%Y%m%d).sql
+
+# Compressed backup
+pg_dump -U tablet_user -d tablet_management | gzip > /backups/tablet_management_$(date +%Y%m%d).sql.gz
+
+# Continuous archiving (WAL)
+# In postgresql.conf:
+wal_level = replica
+archive_mode = on
+archive_command = 'test ! -f /backups/wal/%f && cp %p /backups/wal/%f'
+```
+
+## Performance Optimization
+
+### Configuration Tuning
+
+```conf
+# postgresql.conf recommendations
+shared_buffers = 4GB                   # 25% of total RAM
+work_mem = 16MB                        # For complex sorts
+maintenance_work_mem = 512MB          # For VACUUM, index creation
+effective_cache_size = 12GB           # 75% of total RAM
+random_page_cost = 1.1                # SSD: 1.1, HDD: 4.0
+max_worker_processes = 8              # Number of CPU cores
+max_parallel_workers_per_gather = 4   # Parallel query workers
+max_connections = 200                 # Expected max connections
+```
+
+### Index Optimization
+
+```sql
+-- Add indexes for common queries
+CREATE INDEX idx_loans_user_status ON loans(user_id, status);
+CREATE INDEX idx_loans_date_range ON loans(loan_date, return_date);
+
+-- Partial index for active loans
+CREATE INDEX idx_loans_active ON loans(tablet_id) WHERE status = 'active';
+
+-- Composite index for user loans
+CREATE INDEX idx_loans_user_tablet ON loans(user_id, tablet_id);
+```
+
+## Troubleshooting
+
+### Common Issues
+
+**Connection refused:**
+```bash
+# Check if PostgreSQL is running
+sudo systemctl status postgresql
+
+# Check port
+netstat -tuln | grep 5432
+```
+
+**Authentication failed:**
+```bash
+# Verify user and password
+psql -U tablet_user -d tablet_management -h localhost
+
+# Check pg_hba.conf
+sudo nano /etc/postgresql/16/main/pg_hba.conf
+```
+
+**Database does not exist:**
+```bash
+# Create database
+createdb -U postgres tablet_management
+```
+
+**Permission denied:**
+```sql
+-- Grant permissions
+GRANT ALL PRIVILEGES ON DATABASE tablet_management TO tablet_user;
+GRANT ALL ON SCHEMA public TO tablet_user;
+```
+
+### Logs
+
+```bash
+# PostgreSQL logs
+sudo tail -f /var/log/postgresql/postgresql-16-main.log
+
+# Application logs
+journalctl -u tablet_management -f
+```
+
+## Conclusion
+
+Migrating from SQLite to PostgreSQL provides:
+- Better performance at scale
+- True concurrency
+- Enhanced reliability
+- Advanced features
+- Production-ready infrastructure
+
+The repository pattern ensures a smooth transition with minimal code changes, and the migration script automates the data transfer process.

gestiontablets.sh

@@ -0,0 +1 @@
+vibe --resume fa1bb230

minimal_app.py

@@ -44,6 +44,22 @@ def init_db():
         )
     ''')
     
+    # Create non_loanable_devices table
+    cursor.execute('''
+        CREATE TABLE IF NOT EXISTS non_loanable_devices (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            brand TEXT NOT NULL,
+            model TEXT NOT NULL,
+            serial_number TEXT UNIQUE NOT NULL,
+            device_type TEXT NOT NULL,
+            location TEXT,
+            status TEXT DEFAULT 'available',
+            notes TEXT,
+            purchase_date TEXT,
+            purchase_cost REAL
+        )
+    ''')
+    
     conn.commit()
     conn.close()
 
@@ -202,6 +218,59 @@ def show_loan_history():
     
     conn.close()
 
+
+def add_non_loanable_device(brand, model, serial_number, device_type, location='', notes='', purchase_date='', purchase_cost=None):
+    """Add a new non-loanable device to inventory"""
+    conn = sqlite3.connect('tablets.db')
+    cursor = conn.cursor()
+    
+    try:
+        cursor.execute('''
+            INSERT INTO non_loanable_devices 
+            (brand, model, serial_number, device_type, location, status, notes, purchase_date, purchase_cost)
+            VALUES (?, ?, ?, ?, ?, 'available', ?, ?, ?)
+        ''', (brand, model, serial_number, device_type, location, notes, purchase_date, purchase_cost))
+        conn.commit()
+        print(f"✓ Added non-loanable device: {brand} {model} ({serial_number}) - Type: {device_type}")
+    except sqlite3.IntegrityError:
+        print(f"✗ Error: Serial number {serial_number} already exists")
+    finally:
+        conn.close()
+
+
+def show_non_loanable_devices():
+    """Show all non-loanable devices"""
+    conn = sqlite3.connect('tablets.db')
+    cursor = conn.cursor()
+    
+    cursor.execute("SELECT id, brand, model, serial_number, device_type, location, status FROM non_loanable_devices")
+    devices = cursor.fetchall()
+    
+    print("\n=== Non-Loanable Devices ===")
+    if devices:
+        for device in devices:
+            print(f"ID: {device[0]}, Type: {device[4]}, {device[1]} {device[2]} ({device[3]}), Location: {device[5] or 'N/A'}, Status: {device[6]}")
+    else:
+        print("No non-loanable devices")
+    
+    conn.close()
+
+
+def delete_non_loanable_device(device_id):
+    """Delete a non-loanable device"""
+    conn = sqlite3.connect('tablets.db')
+    cursor = conn.cursor()
+    
+    cursor.execute("DELETE FROM non_loanable_devices WHERE id = ?", (device_id,))
+    conn.commit()
+    
+    if cursor.rowcount > 0:
+        print(f"✓ Non-loanable device {device_id} deleted")
+    else:
+        print(f"✗ Error: Device {device_id} not found")
+    
+    conn.close()
+
 def main():
     """Main menu"""
     init_db()
@@ -218,9 +287,12 @@ def main():
         print("5. Show Available Tablets")
         print("6. Show Active Loans")
         print("7. Show Loan History")
-        print("8. Exit")
+        print("8. Add Non-Loanable Device")
+        print("9. Show Non-Loanable Devices")
+        print("10. Delete Non-Loanable Device")
+        print("11. Exit")
         
-        choice = input("Enter your choice (1-8): ")
+        choice = input("Enter your choice (1-11): ")
         
         if choice == '1':
             print("\n=== Add Tablet ===")
@@ -269,6 +341,28 @@ def main():
             show_loan_history()
         
         elif choice == '8':
+            print("\n=== Add Non-Loanable Device ===")
+            brand = input("Brand: ")
+            model = input("Model: ")
+            serial_number = input("Serial Number: ")
+            device_type = input("Device Type (e.g., projector, monitor): ")
+            location = input("Location (optional): ")
+            notes = input("Notes (optional): ")
+            add_non_loanable_device(brand, model, serial_number, device_type, location, notes)
+        
+        elif choice == '9':
+            show_non_loanable_devices()
+        
+        elif choice == '10':
+            print("\n=== Delete Non-Loanable Device ===")
+            show_non_loanable_devices()
+            device_id = input("Enter Device ID to delete: ")
+            try:
+                delete_non_loanable_device(int(device_id))
+            except ValueError:
+                print("✗ Error: Invalid ID format")
+        
+        elif choice == '11':
             print("Goodbye!")
             break
         

pyproject.toml

@@ -5,3 +5,33 @@ description = "Add your description here"
 readme = "README.md"
 requires-python = ">=3.14"
 dependencies = []
+
+[tool.pytest.ini_options]
+testpaths = ["tests"]
+python_files = "test_*.py"
+python_classes = "Test*"
+python_functions = "test_*"
+verbose = 1
+addopts = "-v"
+
+[tool.coverage.run]
+source = ["."]
+omit = [
+    "*/tests/*",
+    "*/.venv/*",
+    "*/__pycache__/*",
+    "*/.git/*",
+    "*/templates/*",
+]
+
+[tool.coverage.report]
+exclude_lines = [
+    "pragma: no cover",
+    "def __repr__",
+    "raise NotImplementedError",
+    "if __name__ == .__main__.:",
+    "if TYPE_CHECKING:",
+]
+
+[tool.coverage.html]
+directory = "htmlcov"

simple_app.py

@@ -62,6 +62,22 @@ def init_db():
             )
         ''')
         
+        # Create non_loanable_devices table
+        cursor.execute('''
+            CREATE TABLE IF NOT EXISTS non_loanable_devices (
+                id INTEGER PRIMARY KEY AUTOINCREMENT,
+                brand TEXT NOT NULL,
+                model TEXT NOT NULL,
+                serial_number TEXT UNIQUE NOT NULL,
+                device_type TEXT NOT NULL,
+                location TEXT,
+                status TEXT DEFAULT 'available',
+                notes TEXT,
+                purchase_date TEXT,
+                purchase_cost REAL
+            )
+        ''')
+        
         conn.commit()
 
 class SimpleHTTPRequestHandler(BaseHTTPRequestHandler):

templates/add_non_loanable_device.html

@@ -0,0 +1,63 @@
+{% extends "base.html" %}
+
+{% block content %}
+    <h2>Add Non-Loanable Device</h2>
+    <p>Add a device that will be tracked in inventory but cannot be loaned to users (e.g., projectors, monitors, etc.)</p>
+    
+    <form method="POST" action="/add_non_loanable_device">
+        <div class="form-group">
+            <label for="device_type">Device Type:</label>
+            <select id="device_type" name="device_type" required>
+                <option value="">Select device type...</option>
+                <option value="projector">Projector</option>
+                <option value="monitor">Monitor</option>
+                <option value="laptop">Laptop (non-loanable)</option>
+                <option value="printer">Printer</option>
+                <option value="camera">Camera</option>
+                <option value="audio">Audio Equipment</option>
+                <option value="network">Network Equipment</option>
+                <option value="other">Other</option>
+            </select>
+        </div>
+
+        <div class="form-group">
+            <label for="brand">Brand:</label>
+            <input type="text" id="brand" name="brand" required>
+        </div>
+
+        <div class="form-group">
+            <label for="model">Model:</label>
+            <input type="text" id="model" name="model" required>
+        </div>
+
+        <div class="form-group">
+            <label for="serial_number">Serial Number:</label>
+            <input type="text" id="serial_number" name="serial_number" required>
+        </div>
+
+        <div class="form-group">
+            <label for="location">Location:</label>
+            <input type="text" id="location" name="location">
+        </div>
+
+        <div class="form-group">
+            <label for="purchase_date">Purchase Date:</label>
+            <input type="date" id="purchase_date" name="purchase_date">
+        </div>
+
+        <div class="form-group">
+            <label for="purchase_cost">Purchase Cost:</label>
+            <input type="number" id="purchase_cost" name="purchase_cost" step="0.01">
+        </div>
+
+        <div class="form-group">
+            <label for="notes">Notes:</label>
+            <textarea id="notes" name="notes"></textarea>
+        </div>
+
+        <div class="form-group">
+            <button type="submit" class="btn">Add Device</button>
+            <a href="/non_loanable_devices" class="btn">Cancel</a>
+        </div>
+    </form>
+{% endblock %}

templates/base.html

@@ -144,6 +144,7 @@
             <a href="/loan_tablet">Loan Tablet</a>
             <a href="/history">Loan History</a>
             <a href="/user_loans">User Loans</a>
+            <a href="/non_loanable_devices">Non-Loanable Devices</a>
             <a href="/project_management">Project Management</a>
         </div>
         

templates/edit_non_loanable_device.html

@@ -0,0 +1,71 @@
+{% extends "base.html" %}
+
+{% block content %}
+    <h2>Edit Non-Loanable Device</h2>
+    
+    <form method="POST" action="/edit_non_loanable_device/{{ device.id }}">
+        <div class="form-group">
+            <label for="device_type">Device Type:</label>
+            <select id="device_type" name="device_type" required>
+                <option value="projector" {% if device.device_type == 'projector' %}selected{% endif %}>Projector</option>
+                <option value="monitor" {% if device.device_type == 'monitor' %}selected{% endif %}>Monitor</option>
+                <option value="laptop" {% if device.device_type == 'laptop' %}selected{% endif %}>Laptop (non-loanable)</option>
+                <option value="printer" {% if device.device_type == 'printer' %}selected{% endif %}>Printer</option>
+                <option value="camera" {% if device.device_type == 'camera' %}selected{% endif %}>Camera</option>
+                <option value="audio" {% if device.device_type == 'audio' %}selected{% endif %}>Audio Equipment</option>
+                <option value="network" {% if device.device_type == 'network' %}selected{% endif %}>Network Equipment</option>
+                <option value="other" {% if device.device_type == 'other' %}selected{% endif %}>Other</option>
+            </select>
+        </div>
+
+        <div class="form-group">
+            <label for="brand">Brand:</label>
+            <input type="text" id="brand" name="brand" value="{{ device.brand }}" required>
+        </div>
+
+        <div class="form-group">
+            <label for="model">Model:</label>
+            <input type="text" id="model" name="model" value="{{ device.model }}" required>
+        </div>
+
+        <div class="form-group">
+            <label for="serial_number">Serial Number:</label>
+            <input type="text" id="serial_number" name="serial_number" value="{{ device.serial_number }}" required>
+        </div>
+
+        <div class="form-group">
+            <label for="location">Location:</label>
+            <input type="text" id="location" name="location" value="{{ device.location or '' }}">
+        </div>
+
+        <div class="form-group">
+            <label for="status">Status:</label>
+            <select id="status" name="status" required>
+                <option value="available" {% if device.status == 'available' %}selected{% endif %}>Available</option>
+                <option value="in_use" {% if device.status == 'in_use' %}selected{% endif %}>In Use</option>
+                <option value="maintenance" {% if device.status == 'maintenance' %}selected{% endif %}>Maintenance</option>
+                <option value="retired" {% if device.status == 'retired' %}selected{% endif %}>Retired</option>
+            </select>
+        </div>
+
+        <div class="form-group">
+            <label for="purchase_date">Purchase Date:</label>
+            <input type="date" id="purchase_date" name="purchase_date" value="{{ device.purchase_date or '' }}">
+        </div>
+
+        <div class="form-group">
+            <label for="purchase_cost">Purchase Cost:</label>
+            <input type="number" id="purchase_cost" name="purchase_cost" step="0.01" value="{{ device.purchase_cost or '' }}">
+        </div>
+
+        <div class="form-group">
+            <label for="notes">Notes:</label>
+            <textarea id="notes" name="notes">{{ device.notes or '' }}</textarea>
+        </div>
+
+        <div class="form-group">
+            <button type="submit" class="btn">Update Device</button>
+            <a href="/non_loanable_devices" class="btn">Cancel</a>
+        </div>
+    </form>
+{% endblock %}

templates/non_loanable_devices.html

@@ -0,0 +1,43 @@
+{% extends "base.html" %}
+
+{% block content %}
+    <div class="section">
+        <h2>Non-Loanable Devices Inventory</h2>
+        <p>These devices are tracked in inventory but cannot be loaned to users.</p>
+        <a href="/add_non_loanable_device" class="btn">Add Non-Loanable Device</a>
+        
+        {% if devices %}
+            <table>
+                <thead>
+                    <tr>
+                        <th>Type</th>
+                        <th>Brand</th>
+                        <th>Model</th>
+                        <th>Serial Number</th>
+                        <th>Location</th>
+                        <th>Status</th>
+                        <th>Actions</th>
+                    </tr>
+                </thead>
+                <tbody>
+                    {% for device in devices %}
+                        <tr>
+                            <td>{{ device.device_type }}</td>
+                            <td>{{ device.brand }}</td>
+                            <td>{{ device.model }}</td>
+                            <td>{{ device.serial_number }}</td>
+                            <td>{{ device.location or '-' }}</td>
+                            <td>{{ device.status }}</td>
+                            <td>
+                                <a href="/edit_non_loanable_device/{{ device.id }}" class="btn">Edit</a>
+                                <a href="/delete_non_loanable_device/{{ device.id }}" class="btn btn-danger" onclick="return confirm('Are you sure you want to delete this device?')">Delete</a>
+                            </td>
+                        </tr>
+                    {% endfor %}
+                </tbody>
+            </table>
+        {% else %}
+            <p>No non-loanable devices registered.</p>
+        {% endif %}
+    </div>
+{% endblock %}

templates/user_loans.html

@@ -7,45 +7,98 @@
         This page demonstrates the many-to-many relationship between users and tablets via the loans table.
     </p>
     
-    <div class="user-loans-container">
+    <!-- Search Box -->
+    <div class="search-container">
+        <input type="text" id="searchInput" placeholder="Search by user name, identification, tablet brand, model, or serial number..." 
+               onkeyup="filterUsers()">
+        <button onclick="clearSearch()" class="btn btn-clear">Clear</button>
+    </div>
+    
+    <div class="user-loans-container" id="userLoansContainer">
         {% for user_data in users_with_loans %}
             {% set user = user_data.user %}
             {% set loans = user_data.loans %}
+            {% set active_loans = loans|selectattr('status', 'equalto', 'active')|list %}
+            {% set returned_loans = loans|selectattr('status', 'equalto', 'returned')|list %}
             
-            <div class="user-card">
+            <div class="user-card" 
+                 data-search="{{ user.name|lower }} {{ user.identification|lower }} {% for loan in loans %}{{ loan.brand|lower }} {{ loan.model|lower }} {{ loan.serial_number|lower }} {% endfor %}">
                 <div class="user-header">
                     <h3>{{ user.name }} ({{ user.identification }})</h3>
-                    <span class="loan-count">{{ loans|length }} tablet{{ 's' if loans|length != 1 else '' }} loaned</span>
+                    <span class="loan-count">
+                        {{ active_loans|length }} active, {{ returned_loans|length }} past
+                    </span>
                 </div>
                 
-                {% if loans %}
-                    <table class="loans-table">
-                        <thead>
-                            <tr>
-                                <th>Tablet</th>
-                                <th>Serial Number</th>
-                                <th>Loan Date</th>
-                                <th>Return Date</th>
-                                <th>Status</th>
-                            </tr>
-                        </thead>
-                        <tbody>
-                            {% for loan in loans %}
-                                <tr class="loan-row status-{{ loan.status }}">
-                                    <td>{{ loan.brand }} {{ loan.model }}</td>
-                                    <td>{{ loan.serial_number }}</td>
-                                    <td>{{ loan.loan_date }}</td>
-                                    <td>{{ loan.return_date or '-' }}</td>
-                                    <td>
-                                        <span class="status-badge status-{{ loan.status }}">
-                                            {{ loan.status }}
-                                        </span>
-                                    </td>
+                {% if active_loans %}
+                    <div class="loans-section current-loans">
+                        <h4>Current Loans</h4>
+                        <table class="loans-table">
+                            <thead>
+                                <tr>
+                                    <th>Tablet</th>
+                                    <th>Serial Number</th>
+                                    <th>Loan Date</th>
+                                    <th>Status</th>
                                 </tr>
-                            {% endfor %}
-                        </tbody>
-                    </table>
-                {% else %}
+                            </thead>
+                            <tbody>
+                                {% for loan in active_loans %}
+                                    <tr class="loan-row status-{{ loan.status }}">
+                                        <td>{{ loan.brand }} {{ loan.model }}</td>
+                                        <td>{{ loan.serial_number }}</td>
+                                        <td>{{ loan.loan_date }}</td>
+                                        <td>
+                                            <span class="status-badge status-{{ loan.status }}">
+                                                {{ loan.status }}
+                                            </span>
+                                        </td>
+                                    </tr>
+                                {% endfor %}
+                            </tbody>
+                        </table>
+                    </div>
+                {% endif %}
+                
+                {% if returned_loans %}
+                    <div class="loans-section past-loans">
+                        <h4>
+                            <button class="expand-toggle" onclick="togglePastLoans(this)">
+                                ▶ Past Loans ({{ returned_loans|length }})
+                            </button>
+                        </h4>
+                        <div class="past-loans-content" style="display: none;">
+                            <table class="loans-table">
+                                <thead>
+                                    <tr>
+                                        <th>Tablet</th>
+                                        <th>Serial Number</th>
+                                        <th>Loan Date</th>
+                                        <th>Return Date</th>
+                                        <th>Status</th>
+                                    </tr>
+                                </thead>
+                                <tbody>
+                                    {% for loan in returned_loans %}
+                                        <tr class="loan-row status-{{ loan.status }}">
+                                            <td>{{ loan.brand }} {{ loan.model }}</td>
+                                            <td>{{ loan.serial_number }}</td>
+                                            <td>{{ loan.loan_date }}</td>
+                                            <td>{{ loan.return_date or '-' }}</td>
+                                            <td>
+                                                <span class="status-badge status-{{ loan.status }}">
+                                                    {{ loan.status }}
+                                                </span>
+                                            </td>
+                                        </tr>
+                                    {% endfor %}
+                                </tbody>
+                            </table>
+                        </div>
+                    </div>
+                {% endif %}
+                
+                {% if not active_loans and not returned_loans %}
                     <p class="no-loans">No loans recorded for this user.</p>
                 {% endif %}
             </div>
@@ -56,6 +109,32 @@
         {% endif %}
     </div>
 
+    <script>
+        function filterUsers() {
+            const search = document.getElementById('searchInput').value.toLowerCase();
+            const cards = document.querySelectorAll('.user-card');
+            
+            cards.forEach(card => {
+                const searchText = card.getAttribute('data-search') || '';
+                card.style.display = searchText.includes(search) ? '' : 'none';
+            });
+        }
+        
+        function clearSearch() {
+            document.getElementById('searchInput').value = '';
+            filterUsers();
+        }
+        
+        function togglePastLoans(button) {
+            const content = button.closest('.loans-section').querySelector('.past-loans-content');
+            const isExpanded = content.style.display !== 'none';
+            
+            content.style.display = isExpanded ? 'none' : 'block';
+            const count = button.textContent.match(/\d+/)[0];
+            button.textContent = isExpanded ? '▶ Past Loans (' + count + ')' : '▼ Past Loans (' + count + ') ';
+        }
+    </script>
+
     <style>
         .relationship-note {
             background-color: #e8f5e9;
@@ -65,6 +144,23 @@
             border-left: 4px solid #4CAF50;
         }
         
+        .search-container {
+            margin-bottom: 20px;
+            display: flex;
+            gap: 10px;
+        }
+        
+        .search-container input {
+            flex: 1;
+            padding: 10px;
+            border: 1px solid #ddd;
+            border-radius: 4px;
+        }
+        
+        .btn-clear {
+            background-color: #999;
+        }
+        
         .user-loans-container {
             display: flex;
             flex-direction: column;
@@ -98,6 +194,28 @@
             font-style: italic;
         }
         
+        .loans-section {
+            margin-top: 15px;
+        }
+        
+        .loans-section h4 {
+            margin: 0 0 10px 0;
+            color: #555;
+        }
+        
+        .expand-toggle {
+            background: none;
+            border: none;
+            color: #4CAF50;
+            cursor: pointer;
+            font-size: 14px;
+            padding: 0;
+        }
+        
+        .expand-toggle:hover {
+            text-decoration: underline;
+        }
+        
         .loans-table {
             width: 100%;
             border-collapse: collapse;
@@ -120,7 +238,7 @@
         }
         
         .loan-row.status-returned {
-            background-color: #e8f5e9;
+            background-color: #f5f5f5;
         }
         
         .status-badge {
@@ -137,7 +255,7 @@
         }
         
         .status-badge.status-returned {
-            background-color: #4CAF50;
+            background-color: #9E9E9E;
             color: white;
         }
         

tests/__init__.py

@@ -0,0 +1,3 @@
+"""
+Unit tests for Tablet Management System
+"""

tests/conftest.py

@@ -0,0 +1,181 @@
+"""
+Pytest configuration and fixtures for Tablet Management System tests
+"""
+
+import pytest
+import sqlite3
+import os
+import sys
+from datetime import datetime
+
+# Add project root to path for imports
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+
+@pytest.fixture
+def test_db_path():
+    """Path to test database"""
+    return 'test_tablets.db'
+
+
+@pytest.fixture
+def init_test_db(test_db_path):
+    """Initialize a fresh test database with schema"""
+    # Remove existing test database if it exists
+    if os.path.exists(test_db_path):
+        os.remove(test_db_path)
+    
+    conn = sqlite3.connect(test_db_path)
+    cursor = conn.cursor()
+    
+    # Create tables
+    cursor.execute('''
+        CREATE TABLE IF NOT EXISTS tablets (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            brand TEXT NOT NULL,
+            model TEXT NOT NULL,
+            serial_number TEXT UNIQUE NOT NULL,
+            status TEXT DEFAULT 'available',
+            notes TEXT
+        )
+    ''')
+    
+    cursor.execute('''
+        CREATE TABLE IF NOT EXISTS users (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            name TEXT NOT NULL,
+            email TEXT,
+            phone TEXT,
+            identification TEXT UNIQUE
+        )
+    ''')
+    
+    cursor.execute('''
+        CREATE TABLE IF NOT EXISTS loans (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            tablet_id INTEGER NOT NULL,
+            user_id INTEGER NOT NULL,
+            loan_date TEXT NOT NULL,
+            return_date TEXT,
+            status TEXT DEFAULT 'active',
+            FOREIGN KEY (tablet_id) REFERENCES tablets (id),
+            FOREIGN KEY (user_id) REFERENCES users (id)
+        )
+    ''')
+    
+    cursor.execute('''
+        CREATE TABLE IF NOT EXISTS non_loanable_devices (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            brand TEXT NOT NULL,
+            model TEXT NOT NULL,
+            serial_number TEXT UNIQUE NOT NULL,
+            device_type TEXT NOT NULL,
+            location TEXT,
+            status TEXT DEFAULT 'available',
+            notes TEXT,
+            purchase_date TEXT,
+            purchase_cost REAL
+        )
+    ''')
+    
+    conn.commit()
+    conn.close()
+    
+    yield test_db_path
+    
+    # Cleanup: remove test database
+    if os.path.exists(test_db_path):
+        os.remove(test_db_path)
+
+
+@pytest.fixture
+def db_conn(init_test_db):
+    """Get a database connection to the test database"""
+    conn = sqlite3.connect(init_test_db)
+    conn.row_factory = sqlite3.Row
+    yield conn
+    conn.close()
+
+
+@pytest.fixture
+def sample_tablets(db_conn):
+    """Insert sample tablets into test database"""
+    cursor = db_conn.cursor()
+    
+    tablets = [
+        ('Samsung', 'Galaxy Tab S7', 'SN001', 'available'),
+        ('Apple', 'iPad Pro', 'SN002', 'available'),
+        ('Lenovo', 'Tab P11', 'SN003', 'available'),
+        ('Microsoft', 'Surface Pro', 'SN004', 'loaned'),
+    ]
+    
+    for brand, model, serial, status in tablets:
+        cursor.execute('''
+            INSERT INTO tablets (brand, model, serial_number, status)
+            VALUES (?, ?, ?, ?)
+        ''', (brand, model, serial, status))
+    
+    db_conn.commit()
+    return tablets
+
+
+@pytest.fixture
+def sample_users(db_conn):
+    """Insert sample users into test database"""
+    cursor = db_conn.cursor()
+    
+    users = [
+        ('John Doe', 'john@example.com', '1234567890', 'ID001'),
+        ('Jane Smith', 'jane@example.com', '0987654321', 'ID002'),
+        ('Bob Johnson', 'bob@example.com', '5551234567', 'ID003'),
+    ]
+    
+    for name, email, phone, identification in users:
+        cursor.execute('''
+            INSERT INTO users (name, email, phone, identification)
+            VALUES (?, ?, ?, ?)
+        ''', (name, email, phone, identification))
+    
+    db_conn.commit()
+    return users
+
+
+@pytest.fixture
+def sample_loans(db_conn, sample_tablets, sample_users):
+    """Insert sample loans into test database"""
+    cursor = db_conn.cursor()
+    
+    # Get tablet and user IDs
+    cursor.execute("SELECT id FROM tablets WHERE serial_number = 'SN004'")
+    loaned_tablet = cursor.fetchone()
+    
+    cursor.execute("SELECT id FROM users WHERE identification = 'ID001'")
+    user1 = cursor.fetchone()
+    
+    cursor.execute("SELECT id FROM users WHERE identification = 'ID002'")
+    user2 = cursor.fetchone()
+    
+    if loaned_tablet and user1:
+        # Active loan for SN004 to user1
+        loan_date = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        cursor.execute('''
+            INSERT INTO loans (tablet_id, user_id, loan_date, status)
+            VALUES (?, ?, ?, 'active')
+        ''', (loaned_tablet['id'], user1['id'], loan_date))
+    
+    if user2:
+        # Returned loan for SN001 to user2
+        loan_date = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        return_date = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        cursor.execute('''
+            INSERT INTO loans (tablet_id, user_id, loan_date, return_date, status)
+            VALUES (?, ?, ?, ?, 'returned')
+        ''', (1, user2['id'], loan_date, return_date))
+    
+    db_conn.commit()
+
+
+@pytest.fixture
+def populated_db(db_conn, sample_tablets, sample_users, sample_loans):
+    """Database with all sample data loaded"""
+    return db_conn

tests/requirements.txt

@@ -0,0 +1,2 @@
+pytest==8.3.2
+pytest-cov==5.0.0

tests/test_core.py

@@ -0,0 +1,481 @@
+"""
+Unit tests for core tablet management functions
+Tests loan logic, validation, and database operations
+"""
+
+import pytest
+import sqlite3
+from datetime import datetime
+import sys
+import os
+
+# Import the functions from minimal_app (they work with any db connection)
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+
+def get_tablet_count(conn):
+    """Helper to get tablet count"""
+    cursor = conn.cursor()
+    cursor.execute("SELECT COUNT(*) FROM tablets")
+    return cursor.fetchone()[0]
+
+
+def get_user_count(conn):
+    """Helper to get user count"""
+    cursor = conn.cursor()
+    cursor.execute("SELECT COUNT(*) FROM users")
+    return cursor.fetchone()[0]
+
+
+def get_loan_count(conn):
+    """Helper to get loan count"""
+    cursor = conn.cursor()
+    cursor.execute("SELECT COUNT(*) FROM loans")
+    return cursor.fetchone()[0]
+
+
+class TestTabletOperations:
+    """Tests for tablet CRUD operations"""
+    
+    def test_add_tablet_success(self, db_conn):
+        """Test adding a new tablet successfully"""
+        cursor = db_conn.cursor()
+        
+        # Add a tablet
+        cursor.execute('''
+            INSERT INTO tablets (brand, model, serial_number, status)
+            VALUES (?, ?, ?, 'available')
+        ''', ('TestBrand', 'TestModel', 'TEST001'))
+        db_conn.commit()
+        
+        # Verify it was added
+        cursor.execute("SELECT * FROM tablets WHERE serial_number = 'TEST001'")
+        tablet = cursor.fetchone()
+        
+        assert tablet is not None
+        assert tablet['brand'] == 'TestBrand'
+        assert tablet['model'] == 'TestModel'
+        assert tablet['serial_number'] == 'TEST001'
+        assert tablet['status'] == 'available'
+    
+    def test_add_tablet_duplicate_serial(self, db_conn):
+        """Test that duplicate serial numbers are rejected"""
+        cursor = db_conn.cursor()
+        
+        # Add first tablet
+        cursor.execute('''
+            INSERT INTO tablets (brand, model, serial_number, status)
+            VALUES (?, ?, ?, 'available')
+        ''', ('Brand1', 'Model1', 'DUP001'))
+        db_conn.commit()
+        
+        # Try to add duplicate
+        with pytest.raises(sqlite3.IntegrityError):
+            cursor.execute('''
+                INSERT INTO tablets (brand, model, serial_number, status)
+                VALUES (?, ?, ?, 'available')
+            ''', ('Brand2', 'Model2', 'DUP001'))
+            db_conn.commit()
+    
+    def test_tablet_status_update(self, db_conn):
+        """Test updating tablet status"""
+        cursor = db_conn.cursor()
+        
+        # Add a tablet
+        cursor.execute('''
+            INSERT INTO tablets (brand, model, serial_number, status)
+            VALUES (?, ?, ?, 'available')
+        ''', ('Brand', 'Model', 'STATUS001'))
+        db_conn.commit()
+        
+        # Update status
+        cursor.execute("UPDATE tablets SET status = 'loaned' WHERE serial_number = 'STATUS001'")
+        db_conn.commit()
+        
+        # Verify update
+        cursor.execute("SELECT status FROM tablets WHERE serial_number = 'STATUS001'")
+        status = cursor.fetchone()['status']
+        
+        assert status == 'loaned'
+
+
+class TestUserOperations:
+    """Tests for user CRUD operations"""
+    
+    def test_add_user_success(self, db_conn):
+        """Test adding a new user successfully"""
+        cursor = db_conn.cursor()
+        
+        cursor.execute('''
+            INSERT INTO users (name, identification)
+            VALUES (?, ?)
+        ''', ('Test User', 'TESTID001'))
+        db_conn.commit()
+        
+        cursor.execute("SELECT * FROM users WHERE identification = 'TESTID001'")
+        user = cursor.fetchone()
+        
+        assert user is not None
+        assert user['name'] == 'Test User'
+        assert user['identification'] == 'TESTID001'
+    
+    def test_add_user_duplicate_identification(self, db_conn):
+        """Test that duplicate user identifications are rejected"""
+        cursor = db_conn.cursor()
+        
+        # Add first user
+        cursor.execute('''
+            INSERT INTO users (name, identification)
+            VALUES (?, ?)
+        ''', ('User1', 'DUPID001'))
+        db_conn.commit()
+        
+        # Try to add duplicate
+        with pytest.raises(sqlite3.IntegrityError):
+            cursor.execute('''
+                INSERT INTO users (name, identification)
+                VALUES (?, ?)
+            ''', ('User2', 'DUPID001'))
+            db_conn.commit()
+    
+    def test_user_with_contact_info(self, db_conn):
+        """Test adding user with email and phone"""
+        cursor = db_conn.cursor()
+        
+        cursor.execute('''
+            INSERT INTO users (name, email, phone, identification)
+            VALUES (?, ?, ?, ?)
+        ''', ('Contact User', 'test@email.com', '1234567890', 'CONTACT001'))
+        db_conn.commit()
+        
+        cursor.execute("SELECT * FROM users WHERE identification = 'CONTACT001'")
+        user = cursor.fetchone()
+        
+        assert user['email'] == 'test@email.com'
+        assert user['phone'] == '1234567890'
+
+
+class TestLoanOperations:
+    """Tests for loan operations - the core business logic"""
+    
+    def test_loan_tablet_success(self, populated_db):
+        """Test loaning an available tablet to a user"""
+        cursor = populated_db.cursor()
+        
+        # Get an available tablet and user
+        cursor.execute("SELECT id FROM tablets WHERE status = 'available' LIMIT 1")
+        tablet = cursor.fetchone()
+        cursor.execute("SELECT id FROM users LIMIT 1")
+        user = cursor.fetchone()
+        
+        assert tablet is not None
+        assert user is not None
+        
+        tablet_id = tablet['id']
+        user_id = user['id']
+        
+        # Loan the tablet
+        loan_date = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        cursor.execute("UPDATE tablets SET status = 'loaned' WHERE id = ?", (tablet_id,))
+        cursor.execute('''
+            INSERT INTO loans (tablet_id, user_id, loan_date, status)
+            VALUES (?, ?, ?, 'active')
+        ''', (tablet_id, user_id, loan_date))
+        populated_db.commit()
+        
+        # Verify tablet status changed
+        cursor.execute("SELECT status FROM tablets WHERE id = ?", (tablet_id,))
+        status = cursor.fetchone()['status']
+        assert status == 'loaned'
+        
+        # Verify loan was created
+        cursor.execute("SELECT * FROM loans WHERE tablet_id = ? AND user_id = ?", (tablet_id, user_id))
+        loan = cursor.fetchone()
+        assert loan is not None
+        assert loan['status'] == 'active'
+        assert loan['return_date'] is None
+    
+    def test_loan_already_loaned_tablet(self, populated_db):
+        """Test that loaning an already loaned tablet fails gracefully"""
+        cursor = populated_db.cursor()
+        
+        # Get a loaned tablet (SN004 should be loaned from sample data)
+        cursor.execute("SELECT id FROM tablets WHERE status = 'loaned' LIMIT 1")
+        tablet = cursor.fetchone()
+        cursor.execute("SELECT id FROM users LIMIT 1")
+        user = cursor.fetchone()
+        
+        if tablet and user:
+            tablet_id = tablet['id']
+            user_id = user['id']
+            
+            # Try to loan it again (should check status first)
+            cursor.execute("SELECT status FROM tablets WHERE id = ?", (tablet_id,))
+            status = cursor.fetchone()['status']
+            
+            # This should be 'loaned', so we shouldn't be able to loan it
+            assert status == 'loaned'
+            
+            # The application logic should prevent this
+            # In the actual app, this would be checked before inserting
+            # Here we verify the status is still loaned
+            cursor.execute("SELECT status FROM tablets WHERE id = ?", (tablet_id,))
+            final_status = cursor.fetchone()['status']
+            assert final_status == 'loaned'
+    
+    def test_return_tablet_success(self, populated_db):
+        """Test returning a loaned tablet"""
+        cursor = populated_db.cursor()
+        
+        # Get an active loan
+        cursor.execute("SELECT * FROM loans WHERE status = 'active' LIMIT 1")
+        loan = cursor.fetchone()
+        
+        if loan:
+            loan_id = loan['id']
+            tablet_id = loan['tablet_id']
+            
+            # Return the tablet
+            return_date = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+            cursor.execute('''
+                UPDATE loans SET status = 'returned', return_date = ? WHERE id = ?
+            ''', (return_date, loan_id))
+            cursor.execute("UPDATE tablets SET status = 'available' WHERE id = ?", (tablet_id,))
+            populated_db.commit()
+            
+            # Verify loan status changed
+            cursor.execute("SELECT status, return_date FROM loans WHERE id = ?", (loan_id,))
+            updated_loan = cursor.fetchone()
+            assert updated_loan['status'] == 'returned'
+            assert updated_loan['return_date'] is not None
+            
+            # Verify tablet status changed
+            cursor.execute("SELECT status FROM tablets WHERE id = ?", (tablet_id,))
+            tablet_status = cursor.fetchone()['status']
+            assert tablet_status == 'available'
+    
+    def test_return_nonexistent_loan(self, db_conn):
+        """Test returning a loan that doesn't exist"""
+        cursor = db_conn.cursor()
+        
+        # Try to return a non-existent loan
+        cursor.execute("SELECT tablet_id FROM loans WHERE id = ? AND status = 'active'", (9999,))
+        loan = cursor.fetchone()
+        
+        # Should be None since loan doesn't exist
+        assert loan is None
+
+
+class TestEdgeCases:
+    """Tests for edge cases and error conditions"""
+    
+    def test_loan_to_nonexistent_user(self, db_conn):
+        """Test loaning to a user that doesn't exist"""
+        cursor = db_conn.cursor()
+        
+        # Add a tablet
+        cursor.execute('''
+            INSERT INTO tablets (brand, model, serial_number, status)
+            VALUES (?, ?, ?, 'available')
+        ''', ('Brand', 'Model', 'EDGE001'))
+        db_conn.commit()
+        
+        cursor.execute("SELECT id FROM tablets WHERE serial_number = 'EDGE001'")
+        tablet = cursor.fetchone()
+        
+        # Try to loan to non-existent user (ID 9999)
+        # Note: SQLite doesn't enforce foreign keys by default unless we enable it
+        # The application should validate this at the application level
+        # For now, we verify that the user doesn't exist
+        cursor.execute("SELECT id FROM users WHERE id = 9999")
+        user = cursor.fetchone()
+        assert user is None  # User doesn't exist
+        
+        # In a real app with FK enforcement, this would raise IntegrityError
+        # For SQLite without FK enforcement, we just verify the user check
+    
+    def test_loan_nonexistent_tablet(self, db_conn):
+        """Test loaning a tablet that doesn't exist"""
+        cursor = db_conn.cursor()
+        
+        # Add a user
+        cursor.execute('''
+            INSERT INTO users (name, identification)
+            VALUES (?, ?)
+        ''', ('Test User', 'EDGEID001'))
+        db_conn.commit()
+        
+        cursor.execute("SELECT id FROM users WHERE identification = 'EDGEID001'")
+        user = cursor.fetchone()
+        
+        # Try to loan non-existent tablet (ID 9999)
+        # Note: SQLite doesn't enforce foreign keys by default unless we enable it
+        # The application should validate this at the application level
+        # For now, we verify that the tablet doesn't exist
+        cursor.execute("SELECT id FROM tablets WHERE id = 9999")
+        tablet_check = cursor.fetchone()
+        assert tablet_check is None  # Tablet doesn't exist
+        
+        # In a real app with FK enforcement, this would raise IntegrityError
+        # For SQLite without FK enforcement, we just verify the tablet check
+    
+    def test_empty_database_operations(self, db_conn):
+        """Test operations on empty database"""
+        cursor = db_conn.cursor()
+        
+        # Query empty tables
+        cursor.execute("SELECT COUNT(*) FROM tablets")
+        tablet_count = cursor.fetchone()[0]
+        assert tablet_count == 0
+        
+        cursor.execute("SELECT COUNT(*) FROM users")
+        user_count = cursor.fetchone()[0]
+        assert user_count == 0
+        
+        cursor.execute("SELECT COUNT(*) FROM loans")
+        loan_count = cursor.fetchone()[0]
+        assert loan_count == 0
+    
+    def test_multiple_loans_same_user(self, db_conn):
+        """Test that one user can have multiple loans (one-to-many relationship)"""
+        cursor = db_conn.cursor()
+        
+        # Add user
+        cursor.execute('''
+            INSERT INTO users (name, identification)
+            VALUES (?, ?)
+        ''', ('MultiLoan User', 'MULTI001'))
+        db_conn.commit()
+        cursor.execute("SELECT id FROM users WHERE identification = 'MULTI001'")
+        user = cursor.fetchone()
+        
+        # Add multiple tablets
+        for i in range(3):
+            cursor.execute('''
+                INSERT INTO tablets (brand, model, serial_number, status)
+                VALUES (?, ?, ?, 'available')
+            ''', (f'Brand{i}', f'Model{i}', f'MULTI{i:03d}'))
+        db_conn.commit()
+        
+        # Loan all tablets to the same user
+        cursor.execute("SELECT id FROM tablets WHERE serial_number LIKE 'MULTI%'")
+        tablets = cursor.fetchall()
+        
+        loan_date = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        for tablet in tablets:
+            cursor.execute("UPDATE tablets SET status = 'loaned' WHERE id = ?", (tablet['id'],))
+            cursor.execute('''
+                INSERT INTO loans (tablet_id, user_id, loan_date, status)
+                VALUES (?, ?, ?, 'active')
+            ''', (tablet['id'], user['id'], loan_date))
+        db_conn.commit()
+        
+        # Verify user has multiple loans
+        cursor.execute("SELECT COUNT(*) FROM loans WHERE user_id = ?", (user['id'],))
+        loan_count = cursor.fetchone()[0]
+        assert loan_count == 3
+    
+    def test_serial_number_uniqueness_across_tables(self, db_conn):
+        """Test that serial numbers are unique within their respective tables"""
+        cursor = db_conn.cursor()
+        
+        # Add tablet with serial number
+        cursor.execute('''
+            INSERT INTO tablets (brand, model, serial_number, status)
+            VALUES (?, ?, ?, 'available')
+        ''', ('Brand', 'Model', 'UNIQUE001'))
+        db_conn.commit()
+        
+        # Add non-loanable device with same serial number (should be allowed - different tables)
+        cursor.execute('''
+            INSERT INTO non_loanable_devices 
+            (brand, model, serial_number, device_type, status)
+            VALUES (?, ?, ?, ?, 'available')
+        ''', ('Brand', 'Model', 'UNIQUE001', 'projector'))
+        db_conn.commit()
+        
+        # Both should exist (different tables)
+        cursor.execute("SELECT COUNT(*) FROM tablets WHERE serial_number = 'UNIQUE001'")
+        tablet_count = cursor.fetchone()[0]
+        cursor.execute("SELECT COUNT(*) FROM non_loanable_devices WHERE serial_number = 'UNIQUE001'")
+        device_count = cursor.fetchone()[0]
+        
+        assert tablet_count == 1
+        assert device_count == 1
+        
+        # But duplicate within same table should fail
+        with pytest.raises(sqlite3.IntegrityError):
+            cursor.execute('''
+                INSERT INTO tablets (brand, model, serial_number, status)
+                VALUES (?, ?, ?, 'available')
+            ''', ('Brand2', 'Model2', 'UNIQUE001'))
+            db_conn.commit()
+
+
+class TestQueryOperations:
+    """Tests for query and filtering operations"""
+    
+    def test_query_available_tablets(self, populated_db):
+        """Test querying available tablets"""
+        cursor = populated_db.cursor()
+        
+        cursor.execute("SELECT * FROM tablets WHERE status = 'available'")
+        available = cursor.fetchall()
+        
+        # Should have at least the sample available tablets
+        assert len(available) >= 3  # SN001, SN002, SN003 from sample
+    
+    def test_query_loaned_tablets(self, populated_db):
+        """Test querying loaned tablets"""
+        cursor = populated_db.cursor()
+        
+        cursor.execute("SELECT * FROM tablets WHERE status = 'loaned'")
+        loaned = cursor.fetchall()
+        
+        # Should have at least SN004 from sample data
+        assert len(loaned) >= 1
+    
+    def test_query_active_loans(self, populated_db):
+        """Test querying active loans"""
+        cursor = populated_db.cursor()
+        
+        cursor.execute("SELECT * FROM loans WHERE status = 'active'")
+        active = cursor.fetchall()
+        
+        # Should have at least 1 active loan from sample
+        assert len(active) >= 1
+    
+    def test_query_returned_loans(self, populated_db):
+        """Test querying returned loans"""
+        cursor = populated_db.cursor()
+        
+        cursor.execute("SELECT * FROM loans WHERE status = 'returned'")
+        returned = cursor.fetchall()
+        
+        # Should have at least 1 returned loan from sample
+        assert len(returned) >= 1
+    
+    def test_query_loans_by_user(self, populated_db):
+        """Test querying loans by user"""
+        cursor = populated_db.cursor()
+        
+        cursor.execute("SELECT id FROM users LIMIT 1")
+        user = cursor.fetchone()
+        
+        if user:
+            cursor.execute("SELECT * FROM loans WHERE user_id = ?", (user['id'],))
+            loans = cursor.fetchall()
+            
+            # User should have at least 0 loans
+            assert isinstance(loans, list)
+    
+    def test_query_tablets_by_brand(self, populated_db):
+        """Test querying tablets by brand"""
+        cursor = populated_db.cursor()
+        
+        cursor.execute("SELECT * FROM tablets WHERE brand = 'Samsung'")
+        samsung = cursor.fetchall()
+        
+        # Should find Samsung tablet from sample data
+        assert len(samsung) >= 1
+        assert samsung[0]['brand'] == 'Samsung'

tests/test_edge_cases.py

@@ -0,0 +1,513 @@
+"""
+Edge case tests for Tablet Management System
+Tests critical scenarios: already loaned devices, non-existent loans, duplicates, etc.
+"""
+
+import pytest
+import sqlite3
+from datetime import datetime
+import sys
+import os
+
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+
+class TestLoanEdgeCases:
+    """Critical edge cases for loan operations"""
+    
+    def test_loan_device_already_loaned(self, db_conn):
+        """
+        CRITICAL: Test that a device already loaned cannot be loaned again
+        This prevents the same physical device from being loaned to multiple users
+        """
+        cursor = db_conn.cursor()
+        
+        # Add a tablet
+        cursor.execute('''
+            INSERT INTO tablets (brand, model, serial_number, status)
+            VALUES (?, ?, ?, 'available')
+        ''', ('Brand', 'Model', 'ALREADY_LOANED'))
+        db_conn.commit()
+        
+        cursor.execute("SELECT id FROM tablets WHERE serial_number = 'ALREADY_LOANED'")
+        tablet = cursor.fetchone()
+        
+        # Add a user
+        cursor.execute('''
+            INSERT INTO users (name, identification)
+            VALUES (?, ?)
+        ''', ('User1', 'USER1'))
+        db_conn.commit()
+        cursor.execute("SELECT id FROM users WHERE identification = 'USER1'")
+        user1 = cursor.fetchone()
+        
+        # Add another user
+        cursor.execute('''
+            INSERT INTO users (name, identification)
+            VALUES (?, ?)
+        ''', ('User2', 'USER2'))
+        db_conn.commit()
+        cursor.execute("SELECT id FROM users WHERE identification = 'USER2'")
+        user2 = cursor.fetchone()
+        
+        # Loan to first user
+        loan_date = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        cursor.execute("UPDATE tablets SET status = 'loaned' WHERE id = ?", (tablet['id'],))
+        cursor.execute('''
+            INSERT INTO loans (tablet_id, user_id, loan_date, status)
+            VALUES (?, ?, ?, 'active')
+        ''', (tablet['id'], user1['id'], loan_date))
+        db_conn.commit()
+        
+        # Verify tablet is loaned
+        cursor.execute("SELECT status FROM tablets WHERE id = ?", (tablet['id'],))
+        status = cursor.fetchone()['status']
+        assert status == 'loaned'
+        
+        # Try to loan to second user - should check status first
+        # In the actual application, this would be prevented by checking status
+        cursor.execute("SELECT status FROM tablets WHERE id = ?", (tablet['id'],))
+        current_status = cursor.fetchone()['status']
+        
+        # The application logic should prevent this
+        assert current_status == 'loaned'
+        
+        # If we tried to loan it anyway (without checking), we'd get a constraint error
+        # because the tablet status is already 'loaned'
+        # The proper app logic checks status before allowing loan
+    
+    def test_return_nonexistent_loan_id(self, db_conn):
+        """
+        CRITICAL: Test returning a loan that doesn't exist
+        Should handle gracefully without crashing
+        """
+        cursor = db_conn.cursor()
+        
+        # Try to return a non-existent loan
+        loan_id = 99999
+        cursor.execute("SELECT tablet_id FROM loans WHERE id = ? AND status = 'active'", (loan_id,))
+        loan = cursor.fetchone()
+        
+        # Should return None (no such loan)
+        assert loan is None
+        
+        # The application should handle this by showing an error message
+        # rather than crashing
+    
+    def test_return_already_returned_loan(self, db_conn):
+        """
+        CRITICAL: Test returning a loan that's already been returned
+        Should handle gracefully
+        """
+        cursor = db_conn.cursor()
+        
+        # Add tablet and user
+        cursor.execute('''
+            INSERT INTO tablets (brand, model, serial_number, status)
+            VALUES (?, ?, ?, 'available')
+        ''', ('Brand', 'Model', 'ALREADY_RETURNED'))
+        db_conn.commit()
+        cursor.execute("SELECT id FROM tablets WHERE serial_number = 'ALREADY_RETURNED'")
+        tablet = cursor.fetchone()
+        
+        cursor.execute('''
+            INSERT INTO users (name, identification)
+            VALUES (?, ?)
+        ''', ('User', 'RETURN_USER'))
+        db_conn.commit()
+        cursor.execute("SELECT id FROM users WHERE identification = 'RETURN_USER'")
+        user = cursor.fetchone()
+        
+        # Create and return a loan
+        loan_date = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        return_date = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        cursor.execute("UPDATE tablets SET status = 'loaned' WHERE id = ?", (tablet['id'],))
+        cursor.execute('''
+            INSERT INTO loans (tablet_id, user_id, loan_date, return_date, status)
+            VALUES (?, ?, ?, ?, 'returned')
+        ''', (tablet['id'], user['id'], loan_date, return_date))
+        cursor.execute("UPDATE tablets SET status = 'available' WHERE id = ?", (tablet['id'],))
+        db_conn.commit()
+        
+        # Get the loan ID
+        cursor.execute("SELECT id FROM loans WHERE tablet_id = ?", (tablet['id'],))
+        loan = cursor.fetchone()
+        loan_id = loan['id']
+        
+        # Try to return it again
+        cursor.execute("SELECT tablet_id FROM loans WHERE id = ? AND status = 'active'", (loan_id,))
+        active_loan = cursor.fetchone()
+        
+        # Should be None because status is 'returned', not 'active'
+        assert active_loan is None
+    
+    def test_loan_with_invalid_tablet_id(self, db_conn):
+        """
+        CRITICAL: Test loaning with an invalid/non-existent tablet ID
+        Should fail gracefully
+        """
+        cursor = db_conn.cursor()
+        
+        # Add a user
+        cursor.execute('''
+            INSERT INTO users (name, identification)
+            VALUES (?, ?)
+        ''', ('User', 'INVALID_USER'))
+        db_conn.commit()
+        cursor.execute("SELECT id FROM users WHERE identification = 'INVALID_USER'")
+        user = cursor.fetchone()
+        
+        # Try to loan with invalid tablet ID
+        invalid_tablet_id = 99999
+        loan_date = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        
+        # Note: SQLite doesn't enforce foreign keys by default unless we enable it
+        # The application should validate this at the application level
+        # For now, we verify that the tablet doesn't exist
+        cursor.execute("SELECT id FROM tablets WHERE id = ?", (invalid_tablet_id,))
+        tablet_check = cursor.fetchone()
+        assert tablet_check is None  # Tablet doesn't exist
+        
+        # In a real app with FK enforcement, this would raise IntegrityError
+        # For SQLite without FK enforcement, we just verify the tablet check
+    
+    def test_loan_with_invalid_user_id(self, db_conn):
+        """
+        CRITICAL: Test loaning with an invalid/non-existent user ID
+        Should fail gracefully
+        """
+        cursor = db_conn.cursor()
+        
+        # Add a tablet
+        cursor.execute('''
+            INSERT INTO tablets (brand, model, serial_number, status)
+            VALUES (?, ?, ?, 'available')
+        ''', ('Brand', 'Model', 'INVALID_LOAN'))
+        db_conn.commit()
+        cursor.execute("SELECT id FROM tablets WHERE serial_number = 'INVALID_LOAN'")
+        tablet = cursor.fetchone()
+        
+        # Try to loan with invalid user ID
+        invalid_user_id = 99999
+        loan_date = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        
+        # Note: SQLite doesn't enforce foreign keys by default unless we enable it
+        # The application should validate this at the application level
+        # For now, we verify that the user doesn't exist
+        cursor.execute("SELECT id FROM users WHERE id = ?", (invalid_user_id,))
+        user_check = cursor.fetchone()
+        assert user_check is None  # User doesn't exist
+        
+        # In a real app with FK enforcement, this would raise IntegrityError
+        # For SQLite without FK enforcement, we just verify the user check
+
+
+class TestDuplicatePrevention:
+    """Tests for preventing duplicate entries"""
+    
+    def test_duplicate_tablet_serial_number(self, db_conn):
+        """
+        CRITICAL: Test that duplicate tablet serial numbers are prevented
+        Serial numbers must be unique for tracking
+        """
+        cursor = db_conn.cursor()
+        
+        # Add first tablet
+        cursor.execute('''
+            INSERT INTO tablets (brand, model, serial_number, status)
+            VALUES (?, ?, ?, 'available')
+        ''', ('Brand1', 'Model1', 'DUP_SERIAL'))
+        db_conn.commit()
+        
+        # Try to add duplicate
+        with pytest.raises(sqlite3.IntegrityError):
+            cursor.execute('''
+                INSERT INTO tablets (brand, model, serial_number, status)
+                VALUES (?, ?, ?, 'available')
+            ''', ('Brand2', 'Model2', 'DUP_SERIAL'))
+            db_conn.commit()
+    
+    def test_duplicate_user_identification(self, db_conn):
+        """
+        CRITICAL: Test that duplicate user identifications are prevented
+        User identifications must be unique
+        """
+        cursor = db_conn.cursor()
+        
+        # Add first user
+        cursor.execute('''
+            INSERT INTO users (name, identification)
+            VALUES (?, ?)
+        ''', ('User1', 'DUP_ID'))
+        db_conn.commit()
+        
+        # Try to add duplicate
+        with pytest.raises(sqlite3.IntegrityError):
+            cursor.execute('''
+                INSERT INTO users (name, identification)
+                VALUES (?, ?)
+            ''', ('User2', 'DUP_ID'))
+            db_conn.commit()
+    
+    def test_duplicate_non_loanable_device_serial(self, db_conn):
+        """
+        CRITICAL: Test that duplicate non-loanable device serials are prevented
+        """
+        cursor = db_conn.cursor()
+        
+        # Add first device
+        cursor.execute('''
+            INSERT INTO non_loanable_devices 
+            (brand, model, serial_number, device_type, status)
+            VALUES (?, ?, ?, ?, 'available')
+        ''', ('Brand', 'Model', 'DUP_DEVICE_SERIAL', 'projector'))
+        db_conn.commit()
+        
+        # Try to add duplicate
+        with pytest.raises(sqlite3.IntegrityError):
+            cursor.execute('''
+                INSERT INTO non_loanable_devices 
+                (brand, model, serial_number, device_type, status)
+                VALUES (?, ?, ?, ?, 'available')
+            ''', ('Brand2', 'Model2', 'DUP_DEVICE_SERIAL', 'monitor'))
+            db_conn.commit()
+
+
+class TestDataIntegrity:
+    """Tests for data integrity constraints"""
+    
+    def test_foreign_key_tablet_deletion(self, db_conn):
+        """
+        Test that deleting a tablet with active loans is handled
+        SQLite defaults to allowing this, but we should be aware
+        """
+        cursor = db_conn.cursor()
+        
+        # Add tablet and user
+        cursor.execute('''
+            INSERT INTO tablets (brand, model, serial_number, status)
+            VALUES (?, ?, ?, 'available')
+        ''', ('Brand', 'Model', 'FK_TEST'))
+        db_conn.commit()
+        cursor.execute("SELECT id FROM tablets WHERE serial_number = 'FK_TEST'")
+        tablet = cursor.fetchone()
+        
+        cursor.execute('''
+            INSERT INTO users (name, identification)
+            VALUES (?, ?)
+        ''', ('User', 'FK_USER'))
+        db_conn.commit()
+        cursor.execute("SELECT id FROM users WHERE identification = 'FK_USER'")
+        user = cursor.fetchone()
+        
+        # Create active loan
+        loan_date = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        cursor.execute("UPDATE tablets SET status = 'loaned' WHERE id = ?", (tablet['id'],))
+        cursor.execute('''
+            INSERT INTO loans (tablet_id, user_id, loan_date, status)
+            VALUES (?, ?, ?, 'active')
+        ''', (tablet['id'], user['id'], loan_date))
+        db_conn.commit()
+        
+        # SQLite allows this by default (no ON DELETE RESTRICT)
+        # In production, we might want to add CASCADE or RESTRICT
+        # For now, just verify the loan exists
+        cursor.execute("SELECT COUNT(*) FROM loans WHERE tablet_id = ?", (tablet['id'],))
+        loan_count = cursor.fetchone()[0]
+        assert loan_count == 1
+    
+    def test_null_serial_number_prevention(self, db_conn):
+        """
+        Test that NULL serial numbers are prevented
+        Serial numbers are required (NOT NULL constraint)
+        """
+        cursor = db_conn.cursor()
+        
+        # Try to add tablet with NULL serial number
+        with pytest.raises(sqlite3.IntegrityError):
+            cursor.execute('''
+                INSERT INTO tablets (brand, model, serial_number, status)
+                VALUES (?, ?, ?, 'available')
+            ''', ('Brand', 'Model', None))
+            db_conn.commit()
+    
+    def test_null_identification_prevention(self, db_conn):
+        """
+        Test that NULL user identifications are prevented
+        Identifications are required (NOT NULL constraint)
+        """
+        cursor = db_conn.cursor()
+        
+        # Try to add user with NULL identification
+        # Note: identification is NOT marked as NOT NULL in the schema
+        # This test verifies the current behavior
+        cursor.execute('''
+            INSERT INTO users (name, identification)
+            VALUES (?, ?)
+        ''', ('User', None))
+        db_conn.commit()
+        
+        # This should work because identification is not NOT NULL
+        # But in practice, we should have this constraint
+        cursor.execute("SELECT COUNT(*) FROM users WHERE identification IS NULL")
+        count = cursor.fetchone()[0]
+        # This will be 1, showing that NULL is currently allowed
+        # In production, we should add NOT NULL constraint
+    
+    def test_empty_string_serial_number(self, db_conn):
+        """
+        Test handling of empty string serial numbers
+        Empty strings are different from NULL
+        """
+        cursor = db_conn.cursor()
+        
+        # Add tablet with empty string serial number
+        cursor.execute('''
+            INSERT INTO tablets (brand, model, serial_number, status)
+            VALUES (?, ?, ?, 'available')
+        ''', ('Brand', 'Model', ''))
+        db_conn.commit()
+        
+        # This should work (empty string is allowed unless we add CHECK constraint)
+        cursor.execute("SELECT COUNT(*) FROM tablets WHERE serial_number = ''")
+        count = cursor.fetchone()[0]
+        assert count == 1
+        
+        # In production, we might want to prevent empty strings
+        # with a CHECK constraint: CHECK(serial_number <> '')
+
+
+class TestConcurrentScenarioSimulations:
+    """Simulate scenarios that could cause issues in concurrent environments"""
+    
+    def test_loan_return_loan_sequence(self, db_conn):
+        """
+        Test the sequence: loan -> return -> loan again
+        This simulates a device being loaned multiple times over its lifetime
+        """
+        cursor = db_conn.cursor()
+        
+        # Add tablet and user
+        cursor.execute('''
+            INSERT INTO tablets (brand, model, serial_number, status)
+            VALUES (?, ?, ?, 'available')
+        ''', ('Brand', 'Model', 'SEQUENCE_TEST'))
+        db_conn.commit()
+        cursor.execute("SELECT id FROM tablets WHERE serial_number = 'SEQUENCE_TEST'")
+        tablet = cursor.fetchone()
+        
+        cursor.execute('''
+            INSERT INTO users (name, identification)
+            VALUES (?, ?)
+        ''', ('User', 'SEQUENCE_USER'))
+        db_conn.commit()
+        cursor.execute("SELECT id FROM users WHERE identification = 'SEQUENCE_USER'")
+        user = cursor.fetchone()
+        
+        # First loan
+        loan_date1 = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        cursor.execute("UPDATE tablets SET status = 'loaned' WHERE id = ?", (tablet['id'],))
+        cursor.execute('''
+            INSERT INTO loans (tablet_id, user_id, loan_date, status)
+            VALUES (?, ?, ?, 'active')
+        ''', (tablet['id'], user['id'], loan_date1))
+        db_conn.commit()
+        
+        # Return
+        return_date = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        cursor.execute("SELECT id FROM loans WHERE tablet_id = ?", (tablet['id'],))
+        loan1 = cursor.fetchone()
+        cursor.execute('''
+            UPDATE loans SET status = 'returned', return_date = ? WHERE id = ?
+        ''', (return_date, loan1['id']))
+        cursor.execute("UPDATE tablets SET status = 'available' WHERE id = ?", (tablet['id'],))
+        db_conn.commit()
+        
+        # Second loan
+        loan_date2 = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        cursor.execute("UPDATE tablets SET status = 'loaned' WHERE id = ?", (tablet['id'],))
+        cursor.execute('''
+            INSERT INTO loans (tablet_id, user_id, loan_date, status)
+            VALUES (?, ?, ?, 'active')
+        ''', (tablet['id'], user['id'], loan_date2))
+        db_conn.commit()
+        
+        # Verify we have 2 loans for this tablet
+        cursor.execute("SELECT COUNT(*) FROM loans WHERE tablet_id = ?", (tablet['id'],))
+        loan_count = cursor.fetchone()[0]
+        assert loan_count == 2
+        
+        # Verify 1 active, 1 returned
+        cursor.execute("SELECT COUNT(*) FROM loans WHERE tablet_id = ? AND status = 'active'", (tablet['id'],))
+        active_count = cursor.fetchone()[0]
+        cursor.execute("SELECT COUNT(*) FROM loans WHERE tablet_id = ? AND status = 'returned'", (tablet['id'],))
+        returned_count = cursor.fetchone()[0]
+        
+        assert active_count == 1
+        assert returned_count == 1
+    
+    def test_multiple_users_multiple_tablets(self, db_conn):
+        """
+        Test complex scenario with multiple users and tablets
+        Ensures the many-to-many relationship works correctly
+        """
+        cursor = db_conn.cursor()
+        
+        # Add 3 users
+        users = []
+        for i in range(3):
+            cursor.execute('''
+                INSERT INTO users (name, identification)
+                VALUES (?, ?)
+            ''', (f'User{i}', f'MULTI_USER_{i}'))
+            db_conn.commit()
+            cursor.execute("SELECT id FROM users WHERE identification = ?", (f'MULTI_USER_{i}',))
+            users.append(cursor.fetchone())
+        
+        # Add 5 tablets
+        tablets = []
+        for i in range(5):
+            cursor.execute('''
+                INSERT INTO tablets (brand, model, serial_number, status)
+                VALUES (?, ?, ?, 'available')
+            ''', (f'Brand{i}', f'Model{i}', f'MULTI_TABLET_{i}'))
+            db_conn.commit()
+            cursor.execute("SELECT id FROM tablets WHERE serial_number = ?", (f'MULTI_TABLET_{i}',))
+            tablets.append(cursor.fetchone())
+        
+        # Loan tablets to users in a pattern
+        # User 0: tablets 0, 1
+        # User 1: tablets 2, 3
+        # User 2: tablet 4
+        loan_date = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+        
+        loans_map = {
+            users[0]['id']: [tablets[0]['id'], tablets[1]['id']],
+            users[1]['id']: [tablets[2]['id'], tablets[3]['id']],
+            users[2]['id']: [tablets[4]['id']],
+        }
+        
+        for user_id, tablet_ids in loans_map.items():
+            for tablet_id in tablet_ids:
+                cursor.execute("UPDATE tablets SET status = 'loaned' WHERE id = ?", (tablet_id,))
+                cursor.execute('''
+                    INSERT INTO loans (tablet_id, user_id, loan_date, status)
+                    VALUES (?, ?, ?, 'active')
+                ''', (tablet_id, user_id, loan_date))
+        db_conn.commit()
+        
+        # Verify counts
+        cursor.execute("SELECT COUNT(*) FROM loans")
+        total_loans = cursor.fetchone()[0]
+        assert total_loans == 5  # 2 + 2 + 1
+        
+        # Verify each user has correct number of loans
+        for user_id, expected_tablet_ids in loans_map.items():
+            cursor.execute("SELECT COUNT(*) FROM loans WHERE user_id = ?", (user_id,))
+            count = cursor.fetchone()[0]
+            assert count == len(expected_tablet_ids)
+        
+        # Verify all loaned tablets have correct status
+        cursor.execute("SELECT COUNT(*) FROM tablets WHERE status = 'loaned'")
+        loaned_count = cursor.fetchone()[0]
+        assert loaned_count == 5

tests/test_minimal_app.py

@@ -0,0 +1,365 @@
+"""
+Unit tests for the actual application functions from minimal_app.py
+Tests the real business logic with proper imports
+"""
+
+import pytest
+import sqlite3
+import sys
+import os
+from datetime import datetime
+
+# Add project root to path
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+# Import functions from minimal_app
+from minimal_app import (
+    add_tablet, add_user, loan_tablet, return_tablet,
+    show_available_tablets, show_active_loans, show_loan_history,
+    add_non_loanable_device, show_non_loanable_devices, delete_non_loanable_device
+)
+
+
+@pytest.fixture
+def test_db_path():
+    """Path to test database"""
+    return 'test_minimal_app.db'
+
+
+@pytest.fixture
+def init_test_db(test_db_path):
+    """Initialize a fresh test database with schema (same as minimal_app)"""
+    # Remove existing test database if it exists
+    if os.path.exists(test_db_path):
+        os.remove(test_db_path)
+    
+    # Use the same init_db function from minimal_app
+    from minimal_app import init_db
+    # Temporarily rename the database
+    original_db = 'tablets.db'
+    if os.path.exists(original_db):
+        os.rename(original_db, f'{original_db}.backup')
+    
+    try:
+        # Create test database
+        os.environ['TEST_DB'] = test_db_path
+        init_db()
+        yield test_db_path
+    finally:
+        # Cleanup
+        if os.path.exists(test_db_path):
+            os.remove(test_db_path)
+        if os.path.exists(f'{original_db}.backup'):
+            os.rename(f'{original_db}.backup', original_db)
+        if 'TEST_DB' in os.environ:
+            del os.environ['TEST_DB']
+
+
+@pytest.fixture
+def clean_db():
+    """Fixture that ensures we have a clean database for each test"""
+    # This is simpler - just create a temp database for each test
+    import tempfile
+    import shutil
+    
+    # Create temp directory for database
+    temp_dir = tempfile.mkdtemp()
+    db_path = os.path.join(temp_dir, 'test.db')
+    
+    # Initialize database
+    conn = sqlite3.connect(db_path)
+    cursor = conn.cursor()
+    
+    cursor.execute('''
+        CREATE TABLE IF NOT EXISTS tablets (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            brand TEXT NOT NULL,
+            model TEXT NOT NULL,
+            serial_number TEXT UNIQUE NOT NULL,
+            status TEXT DEFAULT 'available'
+        )
+    ''')
+    
+    cursor.execute('''
+        CREATE TABLE IF NOT EXISTS users (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            name TEXT NOT NULL,
+            identification TEXT UNIQUE
+        )
+    ''')
+    
+    cursor.execute('''
+        CREATE TABLE IF NOT EXISTS loans (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            tablet_id INTEGER NOT NULL,
+            user_id INTEGER NOT NULL,
+            loan_date TEXT NOT NULL,
+            return_date TEXT,
+            status TEXT DEFAULT 'active',
+            FOREIGN KEY (tablet_id) REFERENCES tablets (id),
+            FOREIGN KEY (user_id) REFERENCES users (id)
+        )
+    ''')
+    
+    cursor.execute('''
+        CREATE TABLE IF NOT EXISTS non_loanable_devices (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            brand TEXT NOT NULL,
+            model TEXT NOT NULL,
+            serial_number TEXT UNIQUE NOT NULL,
+            device_type TEXT NOT NULL,
+            location TEXT,
+            status TEXT DEFAULT 'available',
+            notes TEXT,
+            purchase_date TEXT,
+            purchase_cost REAL
+        )
+    ''')
+    
+    conn.commit()
+    conn.close()
+    
+    # Temporarily replace the database
+    original_db = 'tablets.db'
+    backup_path = f'{original_db}.test_backup'
+    
+    # Backup original if exists
+    if os.path.exists(original_db):
+        if os.path.exists(backup_path):
+            os.remove(backup_path)
+        os.rename(original_db, backup_path)
+    
+    # Copy temp db to tablets.db location
+    shutil.copy(db_path, original_db)
+    
+    yield original_db
+    
+    # Cleanup
+    if os.path.exists(original_db):
+        os.remove(original_db)
+    if os.path.exists(backup_path):
+        os.rename(backup_path, original_db)
+    shutil.rmtree(temp_dir, ignore_errors=True)
+
+
+class TestMinimalAppFunctions:
+    """Test the actual functions from minimal_app.py"""
+    
+    def test_add_tablet_function(self, clean_db):
+        """Test the add_tablet function"""
+        add_tablet('TestBrand', 'TestModel', 'TEST_SN_001')
+        
+        # Verify it was added
+        conn = sqlite3.connect(clean_db)
+        cursor = conn.cursor()
+        cursor.execute("SELECT * FROM tablets WHERE serial_number = 'TEST_SN_001'")
+        tablet = cursor.fetchone()
+        conn.close()
+        
+        assert tablet is not None
+        assert tablet[1] == 'TestBrand'  # brand is index 1
+        assert tablet[2] == 'TestModel'  # model is index 2
+        assert tablet[3] == 'TEST_SN_001'  # serial_number is index 3
+    
+    def test_add_tablet_duplicate(self, clean_db, capsys):
+        """Test that duplicate serial numbers are rejected"""
+        add_tablet('Brand1', 'Model1', 'DUP_SN')
+        add_tablet('Brand2', 'Model2', 'DUP_SN')
+        
+        captured = capsys.readouterr()
+        assert 'already exists' in captured.out
+    
+    def test_add_user_function(self, clean_db):
+        """Test the add_user function"""
+        add_user('Test User', 'TEST_ID_001')
+        
+        conn = sqlite3.connect(clean_db)
+        cursor = conn.cursor()
+        cursor.execute("SELECT * FROM users WHERE identification = 'TEST_ID_001'")
+        user = cursor.fetchone()
+        conn.close()
+        
+        assert user is not None
+        assert user[1] == 'Test User'  # name is index 1
+        assert user[2] == 'TEST_ID_001'  # identification is index 2
+    
+    def test_add_user_duplicate(self, clean_db, capsys):
+        """Test that duplicate user identifications are rejected"""
+        add_user('User1', 'DUP_ID')
+        add_user('User2', 'DUP_ID')
+        
+        captured = capsys.readouterr()
+        assert 'already exists' in captured.out
+    
+    def test_loan_tablet_function(self, clean_db):
+        """Test the loan_tablet function"""
+        # Add tablet and user
+        add_tablet('LoanBrand', 'LoanModel', 'LOAN_SN_001')
+        add_user('LoanUser', 'LOAN_ID_001')
+        
+        conn = sqlite3.connect(clean_db)
+        cursor = conn.cursor()
+        
+        cursor.execute("SELECT id FROM tablets WHERE serial_number = 'LOAN_SN_001'")
+        tablet_id = cursor.fetchone()[0]
+        cursor.execute("SELECT id FROM users WHERE identification = 'LOAN_ID_001'")
+        user_id = cursor.fetchone()[0]
+        conn.close()
+        
+        # Loan the tablet
+        loan_tablet(tablet_id, user_id)
+        
+        # Verify loan was created and tablet status changed
+        conn = sqlite3.connect(clean_db)
+        cursor = conn.cursor()
+        
+        cursor.execute("SELECT status FROM tablets WHERE id = ?", (tablet_id,))
+        status = cursor.fetchone()[0]
+        assert status == 'loaned'
+        
+        cursor.execute("SELECT * FROM loans WHERE tablet_id = ? AND user_id = ?", (tablet_id, user_id))
+        loan = cursor.fetchone()
+        assert loan is not None
+        assert loan[5] == 'active'  # status is index 5
+        
+        conn.close()
+    
+    def test_loan_already_loaned_tablet(self, clean_db, capsys):
+        """Test loaning a tablet that's already loaned"""
+        add_tablet('Brand', 'Model', 'ALREADY_LOANED_SN')
+        add_user('User1', 'USER1_ID')
+        add_user('User2', 'USER2_ID')
+        
+        conn = sqlite3.connect(clean_db)
+        cursor = conn.cursor()
+        
+        cursor.execute("SELECT id FROM tablets WHERE serial_number = 'ALREADY_LOANED_SN'")
+        tablet_id = cursor.fetchone()[0]
+        cursor.execute("SELECT id FROM users WHERE identification = 'USER1_ID'")
+        user1_id = cursor.fetchone()[0]
+        cursor.execute("SELECT id FROM users WHERE identification = 'USER2_ID'")
+        user2_id = cursor.fetchone()[0]
+        conn.close()
+        
+        # Loan to first user
+        loan_tablet(tablet_id, user1_id)
+        
+        # Try to loan to second user - should fail
+        loan_tablet(tablet_id, user2_id)
+        
+        captured = capsys.readouterr()
+        assert 'not available' in captured.out
+    
+    def test_return_tablet_function(self, clean_db):
+        """Test the return_tablet function"""
+        add_tablet('ReturnBrand', 'ReturnModel', 'RETURN_SN_001')
+        add_user('ReturnUser', 'RETURN_ID_001')
+        
+        conn = sqlite3.connect(clean_db)
+        cursor = conn.cursor()
+        
+        cursor.execute("SELECT id FROM tablets WHERE serial_number = 'RETURN_SN_001'")
+        tablet_id = cursor.fetchone()[0]
+        cursor.execute("SELECT id FROM users WHERE identification = 'RETURN_ID_001'")
+        user_id = cursor.fetchone()[0]
+        conn.close()
+        
+        # Loan the tablet
+        loan_tablet(tablet_id, user_id)
+        
+        # Get loan ID
+        conn = sqlite3.connect(clean_db)
+        cursor = conn.cursor()
+        cursor.execute("SELECT id FROM loans WHERE tablet_id = ?", (tablet_id,))
+        loan_id = cursor.fetchone()[0]
+        conn.close()
+        
+        # Return the tablet
+        return_tablet(loan_id)
+        
+        # Verify return
+        conn = sqlite3.connect(clean_db)
+        cursor = conn.cursor()
+        
+        cursor.execute("SELECT status FROM tablets WHERE id = ?", (tablet_id,))
+        status = cursor.fetchone()[0]
+        assert status == 'available'
+        
+        cursor.execute("SELECT status, return_date FROM loans WHERE id = ?", (loan_id,))
+        loan = cursor.fetchone()
+        assert loan[0] == 'returned'
+        assert loan[1] is not None  # return_date should be set
+        
+        conn.close()
+    
+    def test_return_nonexistent_loan(self, clean_db, capsys):
+        """Test returning a loan that doesn't exist"""
+        return_tablet(99999)
+        
+        captured = capsys.readouterr()
+        assert 'not found' in captured.out or 'Loan' in captured.out
+    
+    def test_show_available_tablets(self, clean_db, capsys):
+        """Test showing available tablets"""
+        add_tablet('Avail1', 'Model1', 'AVAIL_SN_001')
+        add_tablet('Avail2', 'Model2', 'AVAIL_SN_002')
+        
+        show_available_tablets()
+        
+        captured = capsys.readouterr()
+        assert 'Available Tablets' in captured.out
+        assert 'AVAIL_SN_001' in captured.out
+        assert 'AVAIL_SN_002' in captured.out
+    
+    def test_show_active_loans(self, clean_db, capsys):
+        """Test showing active loans"""
+        add_tablet('LoanBrand', 'LoanModel', 'ACTIVE_LOAN_SN')
+        add_user('LoanUser', 'ACTIVE_LOAN_ID')
+        
+        conn = sqlite3.connect(clean_db)
+        cursor = conn.cursor()
+        
+        cursor.execute("SELECT id FROM tablets WHERE serial_number = 'ACTIVE_LOAN_SN'")
+        tablet_id = cursor.fetchone()[0]
+        cursor.execute("SELECT id FROM users WHERE identification = 'ACTIVE_LOAN_ID'")
+        user_id = cursor.fetchone()[0]
+        conn.close()
+        
+        loan_tablet(tablet_id, user_id)
+        show_active_loans()
+        
+        captured = capsys.readouterr()
+        assert 'Active Loans' in captured.out
+        assert 'ACTIVE_LOAN_SN' in captured.out
+    
+    def test_non_loanable_device_crud(self, clean_db, capsys):
+        """Test CRUD operations for non-loanable devices"""
+        # Add
+        add_non_loanable_device('Projector', 'P100', 'PROJ_001', 'projector', 'Room A')
+        captured = capsys.readouterr()
+        assert 'Added non-loanable device' in captured.out
+        
+        # Show
+        show_non_loanable_devices()
+        captured = capsys.readouterr()
+        assert 'PROJ_001' in captured.out
+        
+        # Get ID for delete
+        conn = sqlite3.connect(clean_db)
+        cursor = conn.cursor()
+        cursor.execute("SELECT id FROM non_loanable_devices WHERE serial_number = 'PROJ_001'")
+        device_id = cursor.fetchone()[0]
+        conn.close()
+        
+        # Delete
+        delete_non_loanable_device(device_id)
+        captured = capsys.readouterr()
+        assert 'deleted' in captured.out
+        
+        # Verify deletion
+        conn = sqlite3.connect(clean_db)
+        cursor = conn.cursor()
+        cursor.execute("SELECT * FROM non_loanable_devices WHERE serial_number = 'PROJ_001'")
+        device = cursor.fetchone()
+        conn.close()
+        assert device is None