From 6b56d485e4b85711274a2b7ce56cf7230b7e211b Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sat, 9 Aug 2025 04:17:31 +0000
Subject: [PATCH 01/27] feat: :sparkles: Add content for session 10 on Design
 Patterns, including Factory pattern examples and implementation

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+<!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
+![Python La paz](../Logo.png) <!-- .element  hidden="true" -->
+
+<br>
+<br>
+<br>
+
+### Sesión  10
+#### Patrones de Diseño
+#### Factory
+
+---
+
+#### VS Code
+
+Abrimos el proyecto del Study Group
+
+```bash
+code psg-oop-2025
+```
+
+Creamos una carpeta llamada `sesion10` dentro del proyecto
+
+```bash
+mkdir sesion10
+cd sesion10
+```
+
+Aquí guardaremos los ejemplos de la sesión
+
+---
+
+#### ¿Qué es un patrón de diseño?
+
+Un patron de diseño es una idea o una solución típica para resolver un problema
+que se repite una y otra vez.
+
+---
+
+Los patrones varían en complejidad y propósito y pueden ser clasificados en tres categorías principales:
+
+- **Creacionales**: Se centran en la creación de objetos y clases
+- **Estructurales**: Se centran en la composición de clases y objetos
+- **De Comportamiento**: Se centran en la interacción y responsabilidad entre objetos
+
+---
+Nos enfocaremos en los patrones creacionales, que son los que nos ayudan a
+crear objetos de manera eficiente y flexible.
+
+---
+
+#### Patrones Creacionales
+
+Los patrones creacionales son aquellos que se encargan de la creación de objetos
+
+Ofrecen enfoques estructurados y reutilizables para crear instancias de clases
+
+los más comunes son:
+
+- **Singleton**
+- **Factory**
+
+---
+
+#### Factory
+
+Pertenece al grupo de patrones creacionales
+
+Es como tener una fábrica que crea objetos diferentes según las necesidades
+
+---
+
+> "El patrón Factory es como pedir en una cafetería: tú solo dices qué quieres, y alguien más se encarga de prepararlo por ti."
+
+
+---
+
+![Factory](./img/factory.gif)
+
+---
+
+#### ¿Por qué usar Factory?
+
+- **Flexibilidad**: Permite crear diferentes tipos de objetos sin necesidad de conocer la clase exacta que se va a instanciar.
+- **Desacoplamiento**: Separa la lógica de creación de objetos de su uso
+- **Mantenimiento**: Facilita la modificación y extensión del código sin afectar a las clases que lo utilizan
+
+---
+
+
+
+
+---
+#### Ejemplos comunes
+
+**Aplicaciones web y escritorio**
+
+- Creación de diferentes tipos de usuarios (administrador, cliente, etc.)
+- Generación de diferentes tipos de reportes (PDF, Excel, etc.)
+- Creación de diferentes tipos de notificaciones (correo electrónico, SMS, etc.)
+
+---
+#### Ejemplos comunes
+
+**Juegos y simulaciones**
+
+- Creación de diferentes tipos de personajes (guerrero, mago, arquero, etc.)
+- Generación de diferentes tipos de enemigos (zombies, dragones, robots, etc.)
+- Creación de diferentes tipos de vehículos (coche, moto, avión, etc.)
+
+---
+
+#### Ejemplos comunes
+
+**Seguridad y autenticación**
+
+- Generación de diferentes tipos de autenticación (Google, Facebook, etc.)
+- Generación de diferentes tipos de permisos (lectura, escritura, ejecución, etc.)
+- Creación de diferentes tipos de autenticación biométrica (huella dactilar, reconocimiento facial, etc.)
+
+
+---
+#### Ejemplos comunes
+
+**IoT y dispositivos inteligentes**
+
+- Estados de diferentes tipos de sensores (temperatura, humedad, luz, etc.)
+- Generación de diferentes tipos de dispositivos (termómetro, cámara, bombilla, etc.)
+- Generación de diferentes tipos de protocolos de comunicación (MQTT, HTTP, etc.)
+
+---
+
+#### Ventajas de usar Factory
+
+- **Reutilización de código**: Permite reutilizar el código de creación de objetos en diferentes partes.
+- **Facilidad de mantenimiento**: Si se necesita cambiar la forma en que se crean los objetos, solo se modifica el Factory.
+- **Escalabilidad**: Facilita la adición de nuevos tipos de objetos sin afectar al código existente.
+
+---
+
+#### Desventajas de usar Factory
+
+- **Complejidad adicional**: Introduce una capa adicional de abstracción que puede hacer el código más complejo.
+- **Sobrecarga de rendimiento**: En algunos casos, la creación de objetos a través de un Factory puede ser menos eficiente que la creación directa.
+- **Granularidad**: Puede llevar a una sobreabundancia de clases y fábricas si no se gestiona adecuadamente.
+
+---
+#### Diagrama de clases
+
+Lo primero es definir las clases que van a participar en el patrón Factory
+los productos que van a ser creados en la fábrica
+
+````
+```mermaid
+classDiagram
+    class Producto {
+	    +usar()
+    }
+
+    class ProductoA {
+	    +usar()
+    }
+
+    class ProductoB {
+	    +usar()
+    }
+
+    Producto <|-- ProductoA
+    Producto <|-- ProductoB
+```
+````
+
+---
+#### Diagrama de clases
+
+Los productos A y B heredan de la clase Producto y serán creados por una fábrica
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+classDiagram
+direction LR
+    class Producto {
+	    +usar()
+    }
+
+    class ProductoA {
+	    +usar()
+    }
+
+    class ProductoB {
+	    +usar()
+    }
+
+    Producto <|-- ProductoA
+    Producto <|-- ProductoB
+```
+---
+
+#### Diagrama de clases
+
+Ahora definimos la clase Fábrica y las fábricas concretas que crearán los productos A y B
+
+````
+```mermaid
+classDiagram
+    class Fabrica {
+	    +crear()
+    }
+
+    class FabricaA {
+	    +crear()
+    }
+
+    class FabricaB {
+	    +crear()
+    }
+
+    Fabrica <|-- FabricaA
+    Fabrica <|-- FabricaB
+```
+````
+
+---
+#### Diagrama de clases
+
+La FabricaA y FabricaB heredan de la clase Fabrica ambos crearan productos de tipo Producto
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+classDiagram
+direction LR
+    class Fabrica {
+	    +crear()
+    }
+
+    class FabricaA {
+	    +crear()
+    }
+
+    class FabricaB {
+	    +crear()
+    }
+
+    Fabrica <|-- FabricaA
+    Fabrica <|-- FabricaB
+```
+---
+#### Diagrama de clases
+
+Ahora unimos las fábricas con los productos que crean se realiza mediante
+una relación de asociación, donde la fábrica crea productos de tipo Producto
+
+
+````
+```mermaid
+classDiagram
+    class Producto {
+	    +usar()
+    }
+
+    class ProductoA {
+	    +usar()
+    }
+
+    class ProductoB {
+	    +usar()
+    }
+
+    class Fabrica {
+	    +crear() Producto
+    }
+
+    class FabricaA {
+	    +crear() Producto
+    }
+
+    class FabricaB {
+	    +crear() Producto
+    }
+
+    Producto <|-- ProductoA
+    Producto <|-- ProductoB
+    Fabrica <|-- FabricaA
+    Fabrica <|-- FabricaB
+    Fabrica --> Producto
+```
+````
+---
+#### Diagrama de clases
+
+El diagrama final muestra la relación entre las fábricas y los productos que se  va a crear
+
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+classDiagram
+direction LR
+    class Producto {
+	    +usar()
+    }
+
+    class ProductoA {
+	    +usar()
+    }
+
+    class ProductoB {
+	    +usar()
+    }
+
+    class Fabrica {
+	    +crear() Producto
+    }
+
+    class FabricaA {
+	    +crear() Producto
+    }
+
+    class FabricaB {
+	    +crear() Producto
+    }
+
+    Producto <|-- ProductoA
+    Producto <|-- ProductoB
+    Fabrica <|-- FabricaA
+    Fabrica <|-- FabricaB
+    Fabrica --> Producto
+```
+---
+
+#### Estructura de Factory en Python
+
+El patron Factory implementa Herencia y polimorfismo conceptos ya vistos en sesiones anteriores
+
+Por lo que la estructura de un Factory se puede ver mejor en un ejemplo práctico
+
+---
+
+#### Ejemplo 01
+
+```markdown
+Una cafetería prepara Expresos y Cappuccinos,
+el cliente (tú) solo debes pedir el tipo de café que desea
+el barista utilizará las maquinas adecuadas para preparar el café
+Todos los cafes tienen la misma cantidad y se pueden tomar
+Las cafeteras preparan un tipo de café, después son consumidos
+por el cliente
+Al ingresar salir se termina la ejecución
+```
+
+
+En el archivo `cafeteria.md` se realizará el análisis y en el archivo `cafeteria.py` se implementará el patrón Factory
+
+---
+#### Análisis
+
+```markdown
+Requisitos:
+- En la cafetería se preparan dos tipos de café: Expreso y Cappuccino
+- El cliente solo debe pedir el tipo de café que desea
+- Se utiliza la máquina adecuada para cada café
+- Todos los cafés tienen la misma cantidad y se pueden tomar
+- Las cafeteras preparan un tipo de café
+- Si se ingresa "salir" se termina la ejecución
+
+
+
+Objetos:
+- Café (Expreso, Cappuccino)
+- Cafetera
+- Barista
+
+Características:
+- Café: cantidad
+- Cafetera: tipo de café que prepara
+- Barista: (sin características)
+
+Acciones:
+- Café: tomar()
+- Cafetera: preparar()
+- Barista: (sin acciones)
+```
+
+---
+#### Diagrama de clases
+
+````
+```mermaid
+classDiagram
+    class Cafe {
+        +tomar()
+    }
+    class Expreso {
+        +tomar()
+    }
+    class Cappuccino {
+        +tomar()
+    }
+    class Cafetera {
+        +preparar()
+    }
+    class CafeteraExpreso {
+        +preparar()
+    }
+    class CafeteraCappuccino {
+        +preparar()
+    }
+    class Barista {
+    }
+    Cafe <|-- Expreso
+    Cafe <|-- Cappuccino
+    Cafetera <|-- CafeteraExpreso
+    Cafetera <|-- CafeteraCappuccino
+    Cafetera --> Cafe
+    Barista --> Cafetera
+```
+````
+
+---
+#### Diagrama de clases
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+classDiagram
+direction LR
+    class Cafe {
+        +tomar()
+    }
+    class Expreso {
+        +tomar()
+    }
+    class Cappuccino {
+        +tomar()
+    }
+    class Cafetera {
+        +preparar()
+    }
+    class CafeteraExpreso {
+        +preparar()
+    }
+    class CafeteraCappuccino {
+        +preparar()
+    }
+    class Barista {
+    }
+    Cafe <|-- Expreso
+    Cafe <|-- Cappuccino
+    Cafetera <|-- CafeteraExpreso
+    Cafetera <|-- CafeteraCappuccino
+    Cafetera --> Cafe
+    Barista --> Cafetera
+```
+
+---
+#### Implementación en Python
+
+Primero definimos la clase base `Cafe` y las clases derivadas `Expreso` y `Cappuccino`
+
+```python
+class Cafe:
+    def tomar(self):
+        print("Tomando un café")
+
+class Expreso(Cafe):
+    def tomar(self):
+        print("☕ Tomando un expreso")
+
+class Cappuccino(Cafe):
+    def tomar(self):
+        print("🥛 Tomando un cappuccino")
+```
+
+---
+Luego definimos la clase base `Cafetera` y las clases derivadas `CafeteraExpreso` y `CafeteraCappuccino`
+
+```python
+class Cafetera:
+    def preparar(self):
+        pass
+class CafeteraExpreso(Cafetera):
+    def preparar(self):
+        return Expreso()
+class CafeteraCappuccino(Cafetera):
+    def preparar(self):
+        return Cappuccino()
+```
+
+---
+Definimos las clases `Barista` que interactúa con las cafeteras
+
+```python
+class Barista:
+    def preparar_cafe(self, tipo):
+        if tipo == "expreso":
+            return CafeteraExpreso().preparar()
+        elif tipo == "cappuccino":
+            return CafeteraCappuccino().preparar()
+        else:
+            raise ValueError("❌ Café no disponible. Intente de nuevo")
+```
+
+---
+Finalmente probamos el patrón Factory siendo nosotros el cliente que pide el café
+
+```python
+while True:
+    tipo_cafe = input("💬 ¿Qué café desea? (expreso/cappuccino/salir): ")
+    tipo_cafe = tipo_cafe.lower().strip()
+    if tipo_cafe == "salir":
+        print("🚶‍♂️ Saliendo de la cafetería.")
+        break
+    try:
+        barista = Barista()
+        cafe = barista.preparar_cafe(tipo_cafe)
+        cafe.tomar()
+    except ValueError as e:
+        print(e)
+```
+
+
+---
+#### Código completo
+
+```python
+# Productos
+class Cafe:
+    def tomar(self):
+        print("Tomando un café")
+
+class Expreso(Cafe):
+    def tomar(self):
+        print("☕ Tomando un expreso")
+
+class Cappuccino(Cafe):
+    def tomar(self):
+        print("🥛 Tomando un cappuccino")
+
+# Fabricas
+class Cafetera:
+    def preparar(self):
+        pass
+class CafeteraExpreso(Cafetera):
+    def preparar(self):
+        return Expreso()
+class CafeteraCappuccino(Cafetera):
+    def preparar(self):
+        return Cappuccino()
+
+# Factory Central (decide qué fábrica usar)
+class Barista:
+    def preparar_cafe(self, tipo):
+        if tipo == "expreso":
+            return CafeteraExpreso().preparar()
+        elif tipo == "cappuccino":
+            return CafeteraCappuccino().preparar()
+        else:
+            raise ValueError("❌ Café no disponible. Intente de nuevo")
+
+# Cliente (No conoce las fábricas, solo pide el café)
+while True:
+    tipo_cafe = input("💬 ¿Qué café desea? (expreso/cappuccino/salir): ")
+    tipo_cafe = tipo_cafe.lower().strip()
+    if tipo_cafe == "salir":
+        print("🚶‍♂️ Saliendo de la cafetería.")
+        break
+    try:
+        barista = Barista()
+        cafe = barista.preparar_cafe(tipo_cafe)
+        cafe.tomar()
+    except ValueError as e:
+        print(e)
+```
+
+---
+
+```bash
+python cafeteria.py
+```
+
+```text
+💬 ¿Qué café desea? (expreso/cappuccino/salir): expreso
+☕ Tomando un expreso
+💬 ¿Qué café desea? (expreso/cappuccino/salir): cappuccino
+🥛 Tomando un cappuccino
+💬 ¿Qué café desea? (expreso/cappuccino/salir): latte
+❌ Café no disponible. Intente de nuevo
+💬 ¿Qué café desea? (expreso/cappuccino/salir): salir
+🚶‍♂️ Saliendo de la cafetería.
+```
+
+---
+
+En el ejemplo anterior se muestra cómo el patrón Factory
+permite crear diferentes tipos de café sin que el cliente 
+conozca los detalles de la creación
+
+---
+
+El único que conoce los detalles de la creación es el Barista
+que utiliza las fábricas adecuadas para preparar el café solicitado
+
+---
+
+#### Ejemplo 02
+
+```markdown
+En un juego de rol, los jugadores pueden elegir diferentes
+tipos de armas.
+
+Cuando un jugador solicita un arma, el armero utiliza
+la herramienta adecuada para crearla.
+
+Cada herramienta crea un solo tipo de arma:
+- El martillo crea espadas.
+- La Sierra crea arcos.
+
+Todas las armas pueden usarse para atacar.
+
+Si el jugador escribe "salir" en lugar de un tipo de arma,
+el programa finaliza.
+```
+
+Realizar el análisis en `juego.md` en 3 minutos
+
+<iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
+
+---
+
+#### Análisis
+
+```markdown
+Requisitos:
+- Hay dos tipos de armas: Espada y Arco.
+- El jugador solo debe pedir el tipo de arma que desea.
+- Se usa la herramienta adecuada para fabricar cada arma.
+- Todas las armas pueden usarse para atacar.
+- Cada herramienta fabrica un tipo de arma.
+- Si se ingresa "salir" se termina la ejecución.
+
+Objetos:
+- Arma (Espada, Arco)
+- Herramienta
+- Armero
+
+Características:
+- Arma: (sin características extra)
+- Herramienta: tipo de arma que fabrica
+- Armero: (sin características)
+
+Acciones:
+- Arma: atacar()
+- Herramienta: fabricar()
+- Armero: (sin acciones)
+```
+
+---
+
+#### Diagrama de clases
+
+
+Ahora que tenemos los requisitos, características y acciones podemos definir el diseño
+
+3 minutos
+
+<iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
+
+Añadir al archivo `juego.md`
+
+---
+
+#### Diagrama de clases
+
+````
+```mermaid
+classDiagram
+    class Arma {
+        +atacar()
+    }
+    class Espada {
+        +atacar()
+    }
+    class Arco {
+        +atacar()
+    }
+    class Herramienta {
+        +fabricar()
+    }
+    class Martillo {
+        +fabricar()
+    }
+    class Sierra {
+        +fabricar()
+    }
+    class Armero {
+    }
+    Arma <|-- Espada
+    Arma <|-- Arco
+    Herramienta <|-- Martillo
+    Herramienta <|-- Sierra
+    Herramienta --> Arma
+    Armero --> Herramienta
+```
+````
+
+
+---
+
+#### Diagrama de clases
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"}}%%
+classDiagram
+direction LR
+    class Arma {
+        +atacar()
+    }
+    class Espada {
+        +atacar()
+    }
+    class Arco {
+        +atacar()
+    }
+    class Herramienta {
+        +fabricar()
+    }
+    class Martillo {
+        +fabricar()
+    }
+    class Sierra {
+        +fabricar()
+    }
+    class Armero {
+    }
+    Arma <|-- Espada
+    Arma <|-- Arco
+    Herramienta <|-- Martillo
+    Herramienta <|-- Sierra
+    Herramienta --> Arma
+    Armero --> Herramienta
+```
+
+
+---
+
+#### Implementación de las armas
+
+Ahora que tenemos el diseño, podemos implementar primero las armas
+
+3 minutos
+
+<iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
+
+Añadir al archivo `juego.py`
+
+---
+
+```python
+class Arma:
+    def atacar(self):
+        print("Atacando con un arma")
+
+class Espada(Arma):
+    def atacar(self):
+        print("🗡️ Atacando con una espada")
+
+class Arco(Arma):
+    def atacar(self):
+        print("🏹 Atacando con un arco")
+```
+
+
+---
+
+#### Implementación de las herramientas
+
+Ya tenemos las armas, ahora implementamos las herramientas que fabrican las armas
+
+Cada herramienta crea un tipo de arma específico
+
+3 minutos
+
+<iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
+
+Añadir al archivo `juego.py`
+
+---
+```python
+class Herramienta:
+    def fabricar(self):
+        pass
+
+class Martillo(Herramienta):
+    def fabricar(self):
+        return Espada()
+
+class Sierra(Herramienta):
+    def fabricar(self):
+        return Arco()
+```
+
+---
+
+#### Implementación del Armero
+
+Ahora implementamos el Armero que utiliza las herramientas para fabricar las armas
+
+2 minutos
+
+<iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
+
+Añadir al archivo `juego.py`
+
+---
+
+```python
+class Armero:
+    def fabricar_arma(self, tipo):
+        if tipo == "espada":
+            return Martillo().fabricar()
+        elif tipo == "arco":
+            return Sierra().fabricar()
+        else:
+            raise ValueError("❌ Arma no disponible. Intente de nuevo")
+```
+
+---
+
+#### Implementación del juego
+
+Ahora que tenemos el Armero, podemos implementar la lógica del juego donde el jugador solicita un arma
+al armero y si ingresa "salir" se termina la ejecución
+
+2 minutos
+
+<iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
+
+---
+
+```python
+while True:
+    tipo_arma = input("💬 ¿Qué arma desea? (espada/arco/salir): ")
+    tipo_arma = tipo_arma.lower().strip()
+    if tipo_arma == "salir":
+        print("🚶‍♂️ Saliendo del juego.")
+        break
+    try:
+        armero = Armero()
+        arma = armero.fabricar_arma(tipo_arma)
+        arma.atacar()
+    except ValueError as e:
+        print(e)
+```
+
+---
+
+#### Código completo
+
+```python
+class Arma:
+    def atacar(self):
+        print("Atacando con un arma")
+
+class Espada(Arma):
+    def atacar(self):
+        print("🗡️ Atacando con una espada")
+
+class Arco(Arma):
+    def atacar(self):
+        print("🏹 Atacando con un arco")
+
+class Herramienta:
+    def fabricar(self):
+        pass
+
+class Martillo(Herramienta):
+    def fabricar(self):
+        return Espada()
+
+class Sierra(Herramienta):
+    def fabricar(self):
+        return Arco()
+
+class Armero:
+    def fabricar_arma(self, tipo):
+        if tipo == "espada":
+            return Martillo().fabricar()
+        elif tipo == "arco":
+            return Sierra().fabricar()
+        else:
+            raise ValueError("❌ Arma no disponible. Intente de nuevo")
+
+while True:
+    tipo_arma = input("💬 ¿Qué arma desea? (espada/arco/salir): ")
+    tipo_arma = tipo_arma.lower().strip()
+    if tipo_arma == "salir":
+        print("🚶‍♂️ Saliendo del juego.")
+        break
+    try:
+        armero = Armero()
+        arma = armero.fabricar_arma(tipo_arma)
+        arma.atacar()
+    except ValueError as e:
+        print(e)
+```
+
+---
+```bash
+python juego.py
+```
+
+```text
+💬 ¿Qué arma desea? (espada/arco/salir): espada
+🗡️ Atacando con una espada
+💬 ¿Qué arma desea? (espada/arco/salir): arco
+🏹 Atacando con un arco
+💬 ¿Qué arma desea? (espada/arco/salir): hacha
+❌ Arma no disponible. Intente de nuevo
+💬 ¿Qué arma desea? (espada/arco/salir): salir
+🚶‍♂️ Saliendo del juego.
+```
+
+---
+#### Resumen
+
+- Un patrón de diseño es una solución típica para resolver problemas recurrentes en el desarrollo de software.
+- Los patrones de diseño se clasifican en creacionales, estructurales y de comportamiento según su propósito.
+- Los patrones creacionales ayudan a crear objetos de manera eficiente y flexible.
+
+---
+
+- El patrón Factory pertenece a los patrones creacionales y permite crear diferentes tipos de objetos según las necesidades.
+- El patrón Factory aporta flexibilidad, desacoplamiento y facilidad de mantenimiento al separar la lógica de creación de objetos de su uso.
+- El patrón Factory facilita la reutilización de código, la escalabilidad y el mantenimiento al permitir modificar la forma de crear objetos sin afectar el resto del código.
+
+---
+
+- El uso del patrón Factory puede agregar complejidad adicional y sobrecarga de rendimiento, y puede llevar a una sobreabundancia de clases si no se gestiona adecuadamente.
+- El patrón Factory se representa en diagramas de clases mediante la relación entre fábricas y productos, mostrando herencia y asociación.
+- La estructura del patrón Factory en Python utiliza herencia y polimorfismo para definir fábricas y productos.
+
+---
+
+- El análisis de requisitos, características y acciones es fundamental para diseñar correctamente las clases y sus relaciones al aplicar el patrón Factory.
+- Los diagramas de clases ayudan a visualizar la estructura y relaciones entre fábricas y productos en el patrón Factory.
+- El patrón Factory permite crear objetos sin que el cliente conozca los detalles de la creación, delegando esa responsabilidad a una fábrica especializada.
+
+
+---
+
+#### Retos
+
+Crear una carpeta con el nombre "retos_sesion_10" dentro del proyecto en la raíz, en la cual por cada ejercicio debes crear los siguientes archivos:
+
+```bash
+# Estructura de carpetas
+psg-oop-2025/
+    retos_sesion_10/
+        ejercicio_01.md
+        ejercicio_01.py
+        ejercicio_02.md
+        ejercicio_02.py
+```
+
+---
+
+1. Utilizando el patron Factory
+
+```markdown
+En una heladería, los clientes pueden pedir helado de vainilla o chocolate.
+Puedes pedir en cono o en vaso los helados.
+El encargado usa la máquina adecuada para preparar cada sabor.
+
+La máquina de vainilla solo prepara helados de vainilla.
+La máquina de chocolate solo prepara helados de chocolate.
+
+Todos los helados se pueden comer y tienen un envase.
+Escribe "salir" para terminar.
+```
+
+---
+
+2. Utilizando el patron Factory
+
+```markdown
+Simulador de batalla de monstruos
+Dos jugadores pueden elegir un monstruo para luchar.
+Cada jugador selecciona un monstruo: dragón, zombi o vampiro.
+Donde cada uno tiene debilidades contra otros monstruos.
+- Dragon: Fuerte contra Zombi, débil contra Vampiro, igual contra Dragón.
+- Zombi: Fuerte contra Vampiro, débil contra Dragón, igual contra Zombi.
+- Vampiro: Fuerte contra Dragón, débil contra Zombi, igual contra Vampiro.
+
+Muestra el resultado de la batalla.
+Si alguno escribir “salir” se termina el juego.
+```
+
+
+---
+<!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
+
+<br>
+<br>
+<br>
+<br>
+<br>
+
+[![GitHub](../../content/github_logo.png) <!-- .element width="20%"-->](https://github.com/python-la-paz/python-study-group-oop/content/sesion10)
+
+Repositorio de la Sesión
+
+---
+<!--.slide: data-visibility="hidden"-->
+## Bibliografía y Referencias
+
+- [Factory Method](https://refactoring.guru/es/design-patterns/factory-method)
+- [Patrón Factory Method Introducción y ejemplos](https://revistacompleta.com/patron-factory-method-introduccion-y-ejemplos/)
+- [05-FactoryPattern](https://uetitc.github.io/ProgrammingII-2024-2/Lessons/05-FactoryPattern.html)
+- [Factory Pattern](https://www.chucksacademy.com/es/topic/javascript-design-patterns/factory-pattern)
+- [Object Oriented Analysis](https://www.gyata.ai/es/object-oriented-programming/object-oriented-analysis)
+- [Diagrama de clases](https://diagramasuml.com/diagrama-de-clases/)
+- [Guía PEP 8](https://peps.python.org/pep-0008/#class-names)
+- [Mermaid Charts](https://www.mermaidchart.com/play)
+- [Draw.io](https://app.diagrams.net/)
+- [Python 3 Object-oriented Programming, Second Edition, Dusty PhillipsDusty Phillips](https://github.com/PacktPublishing/Python-3-Object-Oriented-Programming-Second-Edition)
+
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diff --git a/content/sesion10/index.html b/content/sesion10/index.html
new file mode 100644
index 0000000..a76eb5f
--- /dev/null
+++ b/content/sesion10/index.html
@@ -0,0 +1,62 @@
+<!doctype html>
+<html lang="es">
+
+<head>
+    <meta charset="utf-8">
+    <title>Sesión 01 OOP - Python Study Group</title>
+    <link rel="stylesheet" href="../custom.css">
+    <link rel="stylesheet" href="../../dist/reveal.css">
+    <link rel="stylesheet" href="../../dist/theme/black.css" id="theme">
+    <link rel="stylesheet" href="../../plugin/highlight/monokai.css">
+    <link rel="stylesheet" href="../../plugin/pointer/pointer.css" />
+</head>
+
+<body>
+    <div class="reveal">
+        <div class="slides">
+            <section data-markdown="Readme.md"></section>
+        </div>
+    </div>
+    <a class="custom-btn-home" href="../../"><img src="../homeico.svg" /></a>
+
+    <script src="../../dist/reveal.js"></script>
+    <script src="../../plugin/markdown/markdown.js"></script>
+    <script src="../../plugin/highlight/highlight.js"></script>
+    <script src="../../plugin/notes/notes.js"></script>
+    <script src="../../plugin/math/math.js"></script>
+    <script src="../../plugin/pointer/pointer.js"></script>
+    <script src="../../plugin/zoom/zoom.js"></script>
+    <script src="https://cdn.jsdelivr.net/npm/reveal.js-mermaid-plugin@11.4.1/plugin/mermaid/mermaid.js"></script>
+    <script>
+
+        Reveal.initialize({
+            controls: true,
+            progress: true,
+            history: true,
+            center: true,
+            pdfMaxPagesPerSlide: 1,
+            slideNumber: 'c/t',
+            plugins: [RevealMarkdown, RevealHighlight, RevealNotes, RevealMath.KaTeX, RevealZoom, RevealPointer, RevealMermaid],
+            pointer: {
+                key: "q", // key to enable pointer, default "q", not case-sensitive
+                color: "red", // color of a cursor, default "red" any valid CSS color
+                opacity: 0.9, // opacity of cursor, default 0.8
+                pointerSize: 18, // pointer size in px, default 12
+                alwaysVisible: false, // should pointer mode be always visible? default "false"
+                tailLength: 10, // NOT IMPLEMENTED YET!!! how long the "tail" should be? default 10
+            }
+        });
+
+    </script>
+    <!-- Google tag (gtag.js) -->
+    <script async src="https://www.googletagmanager.com/gtag/js?id=G-9YQTVC2B73"></script>
+    <script>
+        window.dataLayer = window.dataLayer || [];
+        function gtag() { dataLayer.push(arguments); }
+        gtag('js', new Date());
+
+        gtag('config', 'G-9YQTVC2B73');
+    </script>
+</body>
+
+</html>
\ No newline at end of file
diff --git a/index.html b/index.html
index edf8c7f..0fceadf 100644
--- a/index.html
+++ b/index.html
@@ -35,6 +35,21 @@ <h4>Representando el mundo real en clases</h3>
 				<br>
 				<h6>2025</h6>
 			</section>
+			<section data-background-image="content/psg-bg-dark.png" data-background-size="100%">
+				<!-- <img src="/content/Logo.png" alt="Python La Paz" width="200px" height="200px"> -->
+				<!-- <h2>Python Study Group</h2> -->
+				<br>
+				<br>
+				<br>
+				<br>
+				<a href="content/sesion10">
+					Sesión 10
+					<h4>Patrones de Diseño</h4>
+					<h4>Factory</h3>
+				</a>
+				<br>
+				<h6>2025</h6>
+			</section>
 		</div>
 	</div>
 

From 32b57f898b5aae8bb9c9050340ebb994c8a7c219 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sat, 16 Aug 2025 05:24:18 +0000
Subject: [PATCH 02/27] feat: :sparkles: Add content for session 11 on best
 practices, refactoring, and organization; includes README and index files

---
 content/sesion11/Readme.md       | 1358 ++++++++++++++++++++++++++++++
 content/sesion11/img/folders.png |  Bin 0 -> 41479 bytes
 content/sesion11/index.html      |   62 ++
 index.html                       |   15 +
 4 files changed, 1435 insertions(+)
 create mode 100644 content/sesion11/Readme.md
 create mode 100644 content/sesion11/img/folders.png
 create mode 100644 content/sesion11/index.html

diff --git a/content/sesion11/Readme.md b/content/sesion11/Readme.md
new file mode 100644
index 0000000..ba988fd
--- /dev/null
+++ b/content/sesion11/Readme.md
@@ -0,0 +1,1358 @@
+<!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
+![Python La paz](../Logo.png) <!-- .element  hidden="true" -->
+
+<br>
+<br>
+<br>
+
+### Sesión  11
+#### Buenas prácticas
+#### Refactorización y organización
+
+---
+
+#### VS Code
+
+Abrimos el proyecto del Study Group
+
+```bash
+code psg-oop-2025
+```
+
+Creamos una carpeta llamada `sesion11` dentro del proyecto
+
+```bash
+mkdir sesion11
+cd sesion11
+```
+
+Aquí guardaremos los ejemplos de la sesión
+
+---
+
+#### Introducción a la refactorización
+
+La refactorización es el proceso de mejorar el código existente sin cambiar su funcionalidad externa.
+
+---
+
+#### ¿Por qué refactorizar?
+
+- Mejora la legibilidad del código.
+- Facilita el mantenimiento y la evolución del software.
+- Reduce la complejidad y el riesgo de errores.
+
+---
+
+#### ¿Qué implica la refactorización?
+
+- Reorganizar el código en módulos y clases.
+- Eliminar código duplicado.
+- Renombrar variables y funciones para que sean más descriptivas.
+- Dividir funciones grandes en funciones más pequeñas y manejables.
+
+---
+
+#### Reorganización del código
+
+En python se puede organizar el código en archivos y carpetas para mejorar la estructura del proyecto.
+
+![Estructura de carpetas](./img/folders.png) <!-- .element width="25%"-->
+
+---
+
+En lugar de tener un archivo gigante con todo el código, podemos dividirlo en varios archivos y carpetas.
+
+---
+
+#### Buenas prácticas de organización
+
+- Utilizar nombres descriptivos para archivos y carpetas.
+- Agrupar archivos relacionados en carpetas.
+- Mantener una estructura coherente en todo el proyecto.
+
+---
+
+En Python se recomienda seguir la convención de nombres PEP 8:
+
+```markdown
+- Clases: `CamelCase` (ejemplo: `MiClase`)
+- Funciones y variables: `snake_case` (ejemplo: `mi_funcion`)
+- Constantes: `UPPER_CASE` (ejemplo: `MI_CONSTANTE`)
+- Archivos y carpetas: `snake_case` (ejemplo: `mi_archivo.py`)
+- Módulos y paquetes: `snake_case` (ejemplo: `mi_modulo`)
+````
+
+---
+
+#### Ejemplo de organización
+
+```markdown
+Juega "Piedra, Papel o Tijera" con un jugador y una computadora.
+Ingresa tu nombre y elige entre piedra, papel o tijera.
+La computadora hará su elección al azar
+y se determinará el ganador según las reglas del juego.
+Cuenta con un menú para 1. jugar o 2. salir.
+```
+
+Crearemos un archivo llamado `juego.py` con la lógica del juego.
+y el análisis y diagrama en el archivo `juego.md`
+
+---
+
+#### Análisis
+
+```markdown
+Requisitos:
+- El jugador debe ingresar su nombre.
+- El jugador debe elegir entre piedra, papel o tijera.
+- La computadora debe elegir al azar entre piedra, papel o tijera.
+- El juego debe determinar el ganador según las reglas del juego.
+- El juego debe mostrar el resultado de cada partida.
+- El juego debe permitir al jugador jugar varias partidas.
+- El juego debe tener un menú para jugar o salir.
+
+Objetos:
+- Jugador
+- Computadora
+- Juego
+
+Características:
+- Jugador: (nombre)
+- Computadora: (nombre)
+- Juego: (jugador, computadora)
+
+Acciones:
+- Jugador: elegir()
+- Computadora: elegir()
+- Juego: jugar(), determinar_ganador()
+```
+
+---
+#### Diagrama de clases
+
+````
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+classDiagram
+direction LR
+    class Jugador {
+        +nombre
+        +elegir()
+    }
+    class Computadora {
+        +nombre
+        +elegir()
+    }
+    class Juego {
+        +determinar_ganador(jugador, computadora)
+        +jugar()
+    }
+    Jugador --* Juego
+    Computadora --* Juego
+```
+````
+
+---
+#### Diagrama de clases
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+classDiagram
+direction LR
+    class Jugador {
+        +nombre
+        +elegir()
+    }
+    class Computadora {
+        +nombre
+        +elegir()
+    }
+    class Juego {
+        +determinar_ganador(jugador, computadora)
+        +jugar()
+    }
+    Jugador --* Juego
+    Computadora --* Juego
+```
+
+---
+
+Código del juego de Piedra, Papel o Tijera
+
+```python
+import random
+
+class Jugador:
+    def __init__(self, nombre):
+        self.nombre = nombre
+
+    def elegir(self):
+        eleccion = input(f"{self.nombre}, elige piedra, papel o tijera: ").lower()
+        while eleccion not in ["piedra", "papel", "tijera"]:
+            eleccion = input("Opción inválida. Intenta de nuevo: ").lower()
+        return eleccion
+
+
+class Computadora:
+    def __init__(self):
+        self.nombre = "Computadora"
+
+    def elegir(self):
+        return random.choice(["piedra", "papel", "tijera"])
+
+
+class Juego:
+    def __init__(self, jugador, computadora):
+        self.jugador = jugador
+        self.computadora = computadora
+
+    def determinar_ganador(self, eleccion_jugador, eleccion_computadora):
+        if eleccion_jugador == eleccion_computadora:
+            return "Empate"
+        elif (
+            (eleccion_jugador == "piedra" and eleccion_computadora == "tijera") or
+            (eleccion_jugador == "papel" and eleccion_computadora == "piedra") or
+            (eleccion_jugador == "tijera" and eleccion_computadora == "papel")
+        ):
+            return f"{self.jugador.nombre} gana!"
+        else:
+            return f"{self.computadora.nombre} gana!"
+
+    def jugar(self):
+        eleccion_jugador = self.jugador.elegir()
+        eleccion_computadora = self.computadora.elegir()
+
+        print(f"{self.jugador.nombre} eligió: {eleccion_jugador}")
+        print(f"{self.computadora.nombre} eligió: {eleccion_computadora}")
+
+        resultado = self.determinar_ganador(eleccion_jugador, eleccion_computadora)
+        print(resultado)
+
+print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
+nombre = input("Introduce tu nombre: ")
+jugador = Jugador(nombre)
+computadora = Computadora()
+juego = Juego(jugador, computadora)
+
+while True:
+    print("\n--- Menú ---")
+    print("1. Jugar")
+    print("2. Salir")
+    opcion = input("Elige una opción: ")
+
+    if opcion == "1":
+        juego.jugar()
+    elif opcion == "2":
+        print("¡Gracias por jugar! 👋")
+        break
+    else:
+        print("Opción inválida, intenta de nuevo.")
+```
+
+---
+Vamos ahora a reorganizar el juego en una estructura de archivos dentro
+de una carpeta llamada `juego`.
+
+Donde primero separaremos las partes del juego en diferentes archivos:
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+graph TD;
+    A["📁 juego"]
+    B["📄 jugador.py"]
+    C["📄 computadora.py"]
+    D["📄 juego.py"]
+    E["📄 main.py"]
+    F["📕 juego.md"] 
+    A --> B
+    A --> C
+    A --> D
+    A --> E
+    A --> F
+```
+
+---
+#### 1: Crear la carpeta y los archivos
+
+Vamos a crear la carpeta `juego` y los archivos vacíos necesarios para el juego.
+
+```markdown
+Con `mkdir` creamos la carpeta
+Con `cd` entramos a la carpeta
+Con `touch` creamos los archivos 
+Con `tree` vemos la estructura de carpetas y archivos
+```
+
+```bash
+mkdir juego
+cd juego
+touch jugador.py computadora.py juego.py main.py
+tree
+```
+
+```bash
+.
+├── computadora.py
+├── juego.py
+├── jugador.py
+└── main.py
+
+1 directory, 4 files
+```
+
+---
+
+Movemos el archivo `juego.md` a la carpeta `juego` para mantener todo organizado:
+
+```markdown
+Con `cd ..` volvemos a la carpeta anterior
+Con `mv` movemos el archivo `juego.md` a la carpeta `juego`
+Con `cd juego` entramos a la carpeta `juego`
+Con `tree` vemos la estructura de carpetas y archivos
+```
+
+```bash
+cd ..
+mv juego.md juego/
+cd juego
+tree
+```
+
+```bash
+.
+├── computadora.py
+├── juego.md
+├── juego.py
+├── jugador.py
+└── main.py
+
+1 directory, 5 files
+```
+
+
+---
+
+#### 2: Llenar los archivos con el código correspondiente
+
+Ya con la estructura creada, vamos a llenar cada archivo con el código correspondiente.
+
+Primero, el archivo `jugador.py` contendrá la clase `Jugador`:
+
+```python
+# jugador.py
+class Jugador:
+    def __init__(self, nombre):
+        self.nombre = nombre
+    def elegir(self):
+        eleccion = input(f"{self.nombre}, elige piedra, papel o tijera: ").lower()
+        while eleccion not in ["piedra", "papel", "tijera"]:
+            eleccion = input("Opción inválida. Intenta de nuevo: ").lower()
+        return eleccion
+```
+
+---
+
+Luego, el archivo `computadora.py` contendrá la clase `Computadora`:
+
+```python
+# computadora.py
+import random
+class Computadora:
+    def __init__(self):
+        self.nombre = "Computadora"
+
+    def elegir(self):
+        return random.choice(["piedra", "papel", "tijera"])
+```
+
+En el caso de computadora, importamos el módulo `random` porque 
+el método `elegir` de la clase `Computadora` utiliza la función `choice` de este módulo para seleccionar una opción al azar.
+
+---
+
+Luego, el archivo `juego.py` quedaría así
+
+```python
+# juego.py
+class Juego:
+    def __init__(self, jugador, computadora):
+        self.jugador = jugador
+        self.computadora = computadora
+
+    def determinar_ganador(self, eleccion_jugador, eleccion_computadora):
+        if eleccion_jugador == eleccion_computadora:
+            return "Empate"
+        elif (
+            (eleccion_jugador == "piedra" and eleccion_computadora == "tijera") or
+            (eleccion_jugador == "papel" and eleccion_computadora == "piedra") or
+            (eleccion_jugador == "tijera" and eleccion_computadora == "papel")
+        ):
+            return f"{self.jugador.nombre} gana!"
+        else:
+            return f"{self.computadora.nombre} gana!"
+
+    def jugar(self):
+        eleccion_jugador = self.jugador.elegir()
+        eleccion_computadora = self.computadora.elegir()
+
+        print(f"{self.jugador.nombre} eligió: {eleccion_jugador}")
+        print(f"{self.computadora.nombre} eligió: {eleccion_computadora}")
+
+        resultado = self.determinar_ganador(eleccion_jugador, eleccion_computadora)
+        print(resultado)
+```
+
+---
+
+Finalmente, el archivo `main.py` contendrá la lógica para iniciar el juego:
+
+Pero primero el juego necesita tener acceso a las clases `Jugador`, `Computadora` y `Juego` 
+
+Por lo que debemos importar nuestros archivos
+
+---
+#### Importación de módulos
+
+Python permite importar módulos para reutilizar código
+
+Podemos importar un módulo completo o solo partes específicas de él.
+
+Para importar un módulo completo utilizamos la palabra clave `import` seguida del nombre del módulo.
+
+```python
+import random
+```
+
+---
+
+Para importar una parte específica de un módulo como una función o clase, 
+utilizamos la palabra clave `from` seguida del módulo y luego `import` seguido del nombre de la función o clase.
+
+```python
+from random import choice
+```
+
+---
+
+Es recomendable importar solo lo que se necesita para evitar conflictos de nombres y mejorar la legibilidad del código.
+
+No es necesario importar todo el módulo si solo se utiliza una parte de él.
+
+---
+Cada archivo que hemos creado puede ser importado como un módulo en Python.
+
+Para importar las clases desde los archivos que hemos creado, utilizamos la sintaxis `from nombre_archivo import NombreClase`.
+
+---
+Por ejemplo, en el archivo `main.py`, importamos las clases de la siguiente manera:
+
+```python
+# main.py
+from jugador import Jugador
+from computadora import Computadora
+from juego import Juego
+```
+
+Esto nos permite utilizar las clases `Jugador`, `Computadora` y `Juego` en el archivo `main.py`
+
+---
+
+Finalmente, el archivo `main.py` quedaría así:
+
+```python
+# main.py
+from jugador import Jugador
+from computadora import Computadora
+from juego import Juego
+
+
+print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
+nombre = input("Introduce tu nombre: ")
+jugador = Jugador(nombre)
+computadora = Computadora()
+juego = Juego(jugador, computadora)
+
+while True:
+    print("\n--- Menú ---")
+    print("1. Jugar")
+    print("2. Salir")
+    opcion = input("Elige una opción: ")
+
+    if opcion == "1":
+        juego.jugar()
+    elif opcion == "2":
+        print("¡Gracias por jugar! 👋")
+        break
+    else:
+        print("Opción inválida, intenta de nuevo.")
+```
+
+---
+#### 3: Ejecutar el juego
+
+Para ejecutar el juego, debemos asegurarnos de estar en el directorio `juego` y ejecutar el archivo `main.py`
+
+```bash
+python main.py
+```
+
+```text
+🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮
+Introduce tu nombre: Jhon
+
+--- Menú ---
+1. Jugar
+2. Salir
+Elige una opción: 1
+Jhon, elige piedra, papel o tijera: tijera
+Jhon eligió: tijera
+Computadora eligió: piedra
+Computadora gana!
+
+--- Menú ---
+1. Jugar
+2. Salir
+Elige una opción: 1
+Jhon eligió: papel
+Computadora eligió: papel
+Empate
+
+--- Menú ---
+1. Jugar
+2. Salir
+Elige una opción: 2
+¡Gracias por jugar! 👋
+```
+
+---
+
+Hasta aquí conseguimos refactorizar el código del juego de Piedra, Papel o Tijera
+y organizarlo en una estructura de archivos pero de un sólo nivel.
+
+Podemos seguir mejorando la organización del código creando una estructura de carpetas
+para ordenar los archivos de nuestro proyecto.
+
+---
+#### Estructura de carpetas
+
+Podemos organizar el proyecto en carpetas para separar la lógica del juego y las clases
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+graph LR;
+    A["📁 juego"]
+    B["📁 clases"]
+    C["📁 logica"]
+    D["📄 jugador.py"]
+    E["📄 computadora.py"]
+    F["📄 juego.py"]
+    G["📄 main.py"]
+    H["📕 juego.md"]
+    A --> B
+    A --> C
+    B --> D
+    B --> E
+    C --> F
+    A --> G
+    A --> H
+```
+
+---
+#### 1: Crear las carpetas y los archivos
+Vamos a crear las carpetas `clases` y `logica` dentro de la carpeta `juego`
+
+```markdown
+Con `cd` entramos a la carpeta `juego`
+Con `mkdir` creamos las carpetas `clases` y `logica`
+```
+
+```bash
+cd juego
+mkdir clases logica
+```
+
+---
+Luego, movemos los archivos correspondientes a cada carpeta
+
+```markdown
+Con `mv` movemos los archivos `jugador.py` y `computadora.py`
+a la carpeta `clases`
+Con `mv` movemos el archivo `juego.py` a la carpeta `logica`
+```
+
+```bash
+mv jugador.py clases
+mv computadora.py clases
+mv juego.py logica
+```
+
+---
+Nos quedará la siguiente estructura de carpetas y archivos:
+
+```markdown
+Con `tree` vemos la estructura de carpetas y archivos
+```
+
+```bash
+tree
+```
+
+```bash
+.
+├── clases
+│   ├── computadora.py
+│   └── jugador.py
+├── logica
+│   └── juego.py
+├── juego.md
+└── main.py
+
+
+3 directories, 5 files
+```
+
+---
+
+#### 2: Actualizar las importaciones
+Ahora debemos actualizar las importaciones en los archivos para reflejar la nueva estructura de carpetas.
+
+En el archivo `main.py`, debemos importar las clases desde las nuevas ubicaciones:
+
+Como hemos movido los archivos para importar ahora se utiliza la sintaxis `from carpeta.archivo import Clase`
+
+```python
+# main.py
+from clases.jugador import Jugador
+from clases.computadora import Computadora
+from logica.juego import Juego
+```
+
+---
+
+#### 3: Ejecutar el juego
+
+Con esto, hemos actualizado las importaciones para reflejar la nueva estructura de carpetas y podemos ejecutar
+el juego de la misma manera que antes:
+
+```bash
+python main.py
+```
+
+---
+
+Aun podemos mejorar más la organización del código,
+creando un archivo `__init__.py` en cada carpeta para convertirlas en paquetes de Python.
+
+---
+
+#### `__init__.py`
+
+El archivo `__init__.py` es un archivo especial en Python que indica que una carpeta debe ser tratada como un paquete.
+
+Esto permite importar módulos desde esa carpeta de manera más sencilla.
+
+Son opcionales pero es recomendable incluirlos para indicar que la carpeta es un paquete de Python.
+
+---
+
+#### 1: Crear los archivos `__init__.py`
+
+Podemos crear un archivo `__init__.py` vacío en cada carpeta para indicar que son paquetes.
+
+```markdown
+Con `cd` entramos a la carpeta `juego` 
+Con `touch` creamos los archivos `__init__.py`
+en las carpetas `clases` y `logica`
+```
+
+```bash
+cd juego
+touch clases/__init__.py logica/__init__.py
+```
+
+---
+
+Ahora, la estructura de carpetas y archivos quedará así:
+
+```bash
+tree
+```
+
+```bash
+.
+├── clases
+│   ├── __init__.py
+│   ├── computadora.py
+│   └── jugador.py
+├── logica
+│   ├── __init__.py
+│   └── juego.py
+├── juego.md
+└── main.py
+
+3 directories, 7 files
+```
+
+---
+
+#### 2: Importar desde los paquetes
+
+En el archivo `__init__.py` añadimos los archivos que podremos importar directamente desde el paquete.
+
+En el archivo `clases/__init__.py` añadimos:
+
+```python
+# clases/__init__.py
+from .jugador import Jugador
+from .computadora import Computadora
+```
+
+Donde al utilizar el punto `.` antes del nombre del archivo, indicando que importamos el archivo desde la misma carpeta
+
+---
+
+En el archivo `logica/__init__.py` añadimos:
+
+```python
+# logica/__init__.py
+from .juego import Juego
+```
+
+Asi cada paquete podrá importar sus clases correspondientes sin necesidad de especificar el archivo.
+
+---
+
+#### 2: Importar desde los paquetes
+Ahora podemos importar las clases desde los paquetes de la siguiente manera:
+
+```python
+# main.py
+from clases import Jugador, Computadora
+from logica import Juego
+```
+
+Esto nos permite importar las clases directamente desde los paquetes sin necesidad de especificar el archivo.
+
+---
+
+#### 3: Ejecutar el juego
+
+Con esto, hemos organizado el código en paquetes y podemos ejecutar el juego de la misma manera que antes:
+
+```bash
+python main.py
+```
+
+---
+
+Después de reestructurar el código, podemos continuar refactorizando.
+
+Ahora eliminaremos el código duplicado y dividir en funciones más pequeñas
+
+---
+#### Eliminación de código duplicado
+
+El código duplicado es un problema común en la programación que puede hacer que el código sea más difícil de mantener y entender.
+
+La eliminación de código duplicado implica identificar y eliminar partes del código que se repiten innecesariamente.
+
+y reemplazarlas por funciones o métodos reutilizables.
+
+---
+#### ¿Por qué eliminar el código duplicado?
+
+- Mejora la legibilidad del código.
+- Facilita el mantenimiento y la evolución del software.
+- Reduce el riesgo de errores al modificar el código.
+
+---
+
+#### Refactorización del código duplicado
+
+En el Jugador podemos notar que al elegir piedra, papel o tijera,
+se repite el código para validar la elección del jugador.
+
+```python [4-8]
+class Jugador:
+    def __init__(self, nombre):
+        self.nombre = nombre
+    def elegir(self):
+        eleccion = input(f"{self.nombre}, elige piedra, papel o tijera: ").lower()
+        while eleccion not in ["piedra", "papel", "tijera"]:
+            eleccion = input("Opción inválida. Intenta de nuevo: ").lower()
+        return eleccion
+```
+
+---
+Podemos refactorizar separando las opciones válidas en una constante y 
+la validación de la elección en un método separado.
+
+```python
+OPCIONES = ["piedra", "papel", "tijera"]
+class Jugador:
+    def __init__(self, nombre):
+        self.nombre = nombre
+
+    def validar_eleccion(self, eleccion):
+        while eleccion not in OPCIONES:
+            eleccion = input("Opción inválida. Intenta de nuevo: ").lower()
+        return eleccion
+
+    def elegir(self):
+        opciones = ", ".join(OPCIONES)
+        eleccion = input(f"{self.nombre}, elige {opciones}: ").lower()
+        return self.validar_eleccion(eleccion)
+```
+
+---
+
+También podemos refactorizar el input del jugador para que sea más claro y reutilizable.
+Tambien definir un `__str__` para la clase Jugador
+
+
+```python
+OPCIONES = ["piedra", "papel", "tijera"]
+class Jugador:
+    def __init__(self, nombre):
+        self.nombre = nombre
+
+    def __str__(self):
+        return self.nombre
+
+    def ingresar(self, mensaje):
+        return input(f"{self}, {mensaje}: ").lower()
+
+    def validar_eleccion(self, eleccion):
+        while eleccion not in OPCIONES:
+            eleccion = self.ingresar("opción inválida. Intenta de nuevo")
+        return eleccion
+
+    def elegir(self):
+        opciones = ", ".join(OPCIONES)
+        eleccion = self.ingresar(f"elige {opciones}")
+        return self.validar_eleccion(eleccion)
+```
+
+---
+
+En el caso de la computadora, podemos hacer algo similar
+Incluso importar sólo lo necesario del módulo `random` y no todo el módulo
+y también definir un `__str__` para la clase Computadora
+
+```python [1,7]
+import random
+class Computadora:
+    def __init__(self):
+        self.nombre = "Computadora"
+
+    def elegir(self):
+        return random.choice(["piedra", "papel", "tijera"])
+```
+
+---
+
+Queda así:
+
+```python
+from random import choice
+OPCIONES = ["piedra", "papel", "tijera"]
+class Computadora:
+    def __init__(self):
+        self.nombre = "Computadora"
+
+    def __str__(self):
+        return self.nombre
+    
+    def elegir(self):
+        return choice(OPCIONES)
+```
+
+---
+
+Por último, podemos refactorizar el archivo `juego.py` usando el método `__str__` de las clases `Jugador` y `Computadora`
+Tambien adicionar un método para mostrar las elecciones
+
+
+```python [14-16,22-23]
+class Juego:
+    def __init__(self, jugador, computadora):
+        self.jugador = jugador
+        self.computadora = computadora
+
+    def determinar_ganador(self, eleccion_jugador, eleccion_computadora):
+        if eleccion_jugador == eleccion_computadora:
+            return "Empate"
+        elif (
+            (eleccion_jugador == "piedra" and eleccion_computadora == "tijera") or
+            (eleccion_jugador == "papel" and eleccion_computadora == "piedra") or
+            (eleccion_jugador == "tijera" and eleccion_computadora == "papel")
+        ):
+            return f"{self.jugador.nombre} gana!"
+        else:
+            return f"{self.computadora.nombre} gana!"
+
+    def jugar(self):
+        eleccion_jugador = self.jugador.elegir()
+        eleccion_computadora = self.computadora.elegir()
+
+        print(f"{self.jugador.nombre} eligió: {eleccion_jugador}")
+        print(f"{self.computadora.nombre} eligió: {eleccion_computadora}")
+
+        resultado = self.determinar_ganador(eleccion_jugador, eleccion_computadora)
+        print(resultado)
+```
+
+---
+Queda así:
+
+```python
+class Juego:
+    def __init__(self, jugador, computadora):
+        self.jugador = jugador
+        self.computadora = computadora
+
+    def determinar_ganador(self, eleccion_jugador, eleccion_computadora):
+        if eleccion_jugador == eleccion_computadora:
+            return "Empate"
+        if (
+            (eleccion_jugador == "piedra" and eleccion_computadora == "tijera") or
+            (eleccion_jugador == "papel" and eleccion_computadora == "piedra") or
+            (eleccion_jugador == "tijera" and eleccion_computadora == "papel")
+        ):
+            return f"{self.jugador} gana!"
+        return f"{self.computadora} gana!"
+
+    def mostrar_elecciones(self, jugador, eleccion):
+        print(f"{jugador} eligió: {eleccion}")
+
+    def jugar(self):
+        eleccion_jugador = self.jugador.elegir()
+        eleccion_computadora = self.computadora.elegir()
+        self.mostrar_elecciones(self.jugador, eleccion_jugador)
+        self.mostrar_elecciones(self.computadora, eleccion_computadora)
+        resultado = self.determinar_ganador(eleccion_jugador, eleccion_computadora)
+        print(resultado)
+```
+
+---
+
+Y asi hemos eliminado algunos duplicados y mejorado la legibilidad del código.
+Pero aún podemos seguir mejorando y refactorizando el código y dividiendo
+en funciones más pequeñas y manejables.
+
+---
+
+El objetivo es tener un código limpio y fácil de mantener. También es importante
+saber cuando detenerse, ya que la refactorización excesiva puede llevar a un código innecesariamente complejo.
+
+---
+
+Por último actualizamos el análisis y 
+el diagrama de clases para reflejar los cambios realizados
+
+---
+#### Análisis actualizado
+
+```markdown
+Requisitos:
+- El jugador debe ingresar su nombre.
+- El jugador debe elegir entre piedra, papel o tijera.
+- La computadora debe elegir al azar entre piedra, papel o tijera.
+- El juego debe determinar el ganador según las reglas del juego.
+- El juego debe mostrar el resultado de cada partida.
+- El juego debe permitir al jugador jugar varias partidas.
+- El juego debe tener un menú para jugar o salir.
+Objetos:
+- Jugador
+- Computadora
+- Juego
+Características:
+- Jugador: (nombre)
+- Computadora: (nombre)
+- Juego: (jugador, computadora)
+Acciones:
+- Jugador: elegir(), validar_eleccion(), ingresar()
+- Computadora: elegir()
+- Juego: determinar_ganador(), mostrar_elecciones(), jugar()
+```
+
+---
+#### Diagrama de clases actualizado
+
+````
+```mermaid
+classDiagram
+direction LR
+    class Jugador {
+        +nombre
+        +ingresar(mensaje)
+        +validar_eleccion(eleccion)
+        +elegir()
+    }
+    class Computadora {
+        +nombre
+        +elegir()
+    }
+    class Juego {
+        +determinar_ganador(jugador, computadora)
+        +mostrar_elecciones(jugador, eleccion)
+        +jugar()
+    }
+    Jugador --* Juego
+    Computadora --* Juego
+```
+````
+
+---
+
+#### Diagrama de clases actualizado
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+classDiagram
+direction LR
+    class Jugador {
+        +nombre
+        +ingresar(mensaje)
+        +validar_eleccion(eleccion)
+        +elegir()
+    }
+    class Computadora {
+        +nombre
+        +elegir()
+    }
+    class Juego {
+        +determinar_ganador(jugador, computadora)
+        +mostrar_elecciones(jugador, eleccion)
+        +jugar()
+    }
+    Jugador --* Juego
+    Computadora --* Juego
+```
+
+---
+
+Por último,  cambiamos el nombre del archivo `juego.md` a `README.md`
+para que sea reconocido como el archivo de documentación principal del juego.
+
+```markdown
+Con `mv` cambiamos el nombre del archivo `juego.md` a `README.md`
+Con `tree` vemos la estructura de carpetas y archivos
+```
+
+```bash
+mv juego.md README.md
+tree
+```
+```bash
+.
+├── clases
+│   ├── __init__.py
+│   ├── computadora.py
+│   └── jugador.py
+├── logica
+│   ├── __init__.py
+│   └── juego.py
+├── README.md
+└── main.py
+3 directories, 7 files
+```
+
+---
+
+#### Dependencia circular
+
+¿Bueno o malo?
+
+---
+
+La dependencia circular es mala
+
+Ocurre cuando dos o más módulos dependen entre sí directa o indirectamente.
+
+Esto puede llevar a problemas como:
+- Dificultad para entender y mantener el código.
+- Problemas de rendimiento debido a la carga repetida de módulos.
+- Errores en tiempo de ejecución si los módulos no se cargan en el orden correcto.
+
+---
+Para evitar dependencias circulares, es recomendable:
+
+- Reorganizar el código para reducir las dependencias.
+- Dividir módulos grandes en módulos más pequeños y manejables.
+
+---
+
+#### La variable `__name__`
+
+En Python, la variable especial `__name__` se utiliza para determinar si un módulo
+se está ejecutando como el programa principal o si se está importando desde otro módulo.
+
+---
+
+Cuando un módulo se ejecuta directamente, su variable `__name__` se establece en `"__main__"`.
+Cuando se importa desde otro módulo, su variable `__name__` se establece en el nombre del módulo.
+
+---
+
+Esto permite que el código dentro de un bloque `if __name__ == "__main__":` se ejecute solo cuando el módulo se ejecuta directamente,
+y no cuando se importa desde otro módulo.
+
+---
+Es una buena práctica utilizar este bloque para definir el punto de entrada del programa.
+
+En nuestro caso, podemos agregarlo al final del archivo `main.py` para que el juego se ejecute solo cuando se ejecuta directamente.
+
+```python
+# main.py
+from clases import Jugador, Computadora
+from logica import Juego
+print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
+nombre = input("Introduce tu nombre: ")
+jugador = Jugador(nombre)
+computadora = Computadora()
+juego = Juego(jugador, computadora)
+
+while True:
+    print("\n--- Menú ---")
+    print("1. Jugar")
+    print("2. Salir")
+    opcion = input("Elige una opción: ")
+
+    if opcion == "1":
+        juego.jugar()
+    elif opcion == "2":
+        print("¡Gracias por jugar! 👋")
+        break
+    else:
+        print("Opción inválida, intenta de nuevo.")
+```
+
+---
+Así, el código dentro de la función `main()` se ejecutará solo cuando el archivo `main.py` se ejecute directamente.
+
+```python
+from clases import Jugador, Computadora
+from logica import Juego
+def main():
+    print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
+    nombre = input("Introduce tu nombre: ")
+    jugador = Jugador(nombre)
+    computadora = Computadora()
+    juego = Juego(jugador, computadora)
+
+    while True:
+        print("\n--- Menú ---")
+        print("1. Jugar")
+        print("2. Salir")
+        opcion = input("Elige una opción: ")
+
+        if opcion == "1":
+            juego.jugar()
+        elif opcion == "2":
+            print("¡Gracias por jugar! 👋")
+            break
+        else:
+            print("Opción inválida, intenta de nuevo.")
+
+if __name__ == "__main__":
+    main()
+```
+
+---
+
+Con esto hemos completado la refactorización y podemos subir los cambios al repositorio de GitHub.
+
+```bash
+git add .
+git commit -m "Refactorización y organización del código"
+git push
+```
+
+---
+
+
+#### Ejemplo 01
+
+```text
+Una aplicación para gestionar una lista de tareas pendientes.
+Permite agregar, eliminar y marcar tareas como completadas.
+También permite eliminar tareas completadas y eliminar todas las tareas.
+```
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+classDiagram
+direction LR
+    class Tarea {
+        +des
+        +comp
+        completada()
+    }
+    class ListaTareas {
+        +t
+        agregar(tarea)
+        ver()
+        completar(tarea)
+        eliminar(tarea)
+        eliminar_comp()
+        del_all()
+    }
+    Tarea --* ListaTareas
+```
+
+En el archivo `tarea.py` definimos el ejemplo y en el archivo `tareas.md` documentamos el ejemplo
+
+---
+Código del ejemplo 01
+
+```python
+class Tarea:
+    def __init__(self, d):
+        self.des = d
+        self.comp = 0
+    def completada(self):
+        self.comp == 1
+
+class ListaTareas:
+    def __init__(self):
+        self.t = []
+    def agregar(self, t):
+        self.t.append(Tarea(t))
+    def ver(self):
+        if not self.t:
+            print("No hay tareas pendientes.")
+        else:
+            for i, tarea in enumerate(self.t, 1):
+                estado = "✔️" if tarea.comp else " "
+                print(f"{i}. [{estado}] {tarea.des} ")
+    def completar(self, i):
+        if 0 < i <= len(self.t):
+            self.t[i-1].comp = 1
+            print(f"Tarea '{self.t[i-1].des}' marcada como completada.")
+        else:
+            print("Índice de tarea inválido.")
+    def eliminar(self, i):
+        if 0 < i <= len(self.t):
+            tarea_eliminada = self.t.pop(i-1)
+            print(f"Tarea '{tarea_eliminada.des}' eliminada.")
+        else:
+            print("Índice de tarea inválido.")
+    def eliminar_comp(self):
+        self.t = [tarea for tarea in self.t if not tarea.comp]
+        print("Tareas completadas eliminadas.")
+    def del_all(self):
+        self.t.clear()
+        print("Todas las tareas eliminadas.")
+lista = ListaTareas()
+while True:
+    print("\n--- Menú ---")
+    print("1. Agregar tarea")
+    print("2. Ver tareas")
+    print("3. Completar tarea")
+    print("4. Eliminar tarea")
+    print("5. Eliminar tareas completadas")
+    print("6. Eliminar todas las tareas")
+    print("7. Salir")
+    opcion = input("Elige una opción: ")
+
+    if opcion == "1":
+        tarea = input("Ingrese la descripción de la tarea: ")
+        lista.agregar(tarea)
+    elif opcion == "2":
+        lista.ver()
+    elif opcion == "3":
+        lista.ver()
+        i = int(input("Ingrese el índice de la tarea a completar: "))
+        lista.completar(i)
+    elif opcion == "4":
+        lista.ver()
+        i = int(input("Ingrese el índice de la tarea a eliminar: "))
+        lista.eliminar(i)
+    elif opcion == "5":
+        lista.eliminar_comp()
+    elif opcion == "6":
+        lista.del_all()
+    elif opcion == "7":
+        print("¡Gracias por usar la aplicación! 👋")
+        break
+    else:
+        print("Opción inválida, intenta de nuevo.")
+```
+
+---
+
+#### Ejemplo 02
+
+```bash
+
+
+---
+
+#### Retos
+
+Utilizaremos el repositorio de GitHub creado en esta sesión "psg-oop-2025" 
+
+para almacenar los retos, de todas las sesiones.
+
+Iremos agregando los retos a medida que avancemos
+
+Como si estuviéramos trabajando en un proyecto real
+
+---
+
+Crear una carpeta con el nombre "retos_sesion_01" dentro del proyecto en la raíz, en la cual por cada ejercicio debes crear los siguientes archivos:
+
+```bash
+# Estructura de carpetas
+psg-oop-2025/
+    sesion11/
+        ejemplo01.txt
+        ejemplo02.txt
+        ejemplo03.txt
+        ejemplo04.txt
+        ejemplo05.txt
+        ejemplo06.txt
+        ejemplo07.md
+        ejemplo08.md
+    retos_sesion_01/
+        ejercicio_01.md
+        ejercicio_02.md
+        ejercicio_03.md
+```
+
+---
+
+---
+<!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
+
+<br>
+<br>
+<br>
+<br>
+<br>
+
+[![GitHub](../../content/github_logo.png) <!-- .element width="20%"-->](https://github.com/python-la-paz/python-study-group-oop/content/sesion11)
+
+Repositorio de la Sesión
+
+---
+<!--.slide: data-visibility="hidden"-->
+## Bibliografía y Referencias
+
+- [Object Oriented Analysis](https://www.gyata.ai/es/object-oriented-programming/object-oriented-analysis)
+- [DDOO Unidad 1](https://dmd.unadmexico.mx/contenidos/DCEIT/BLOQUE1/DS/02/DDOO/U1/descargables/DDOO_Unidad_1.pdf)
+- [Programación procedural VS orientada a objetos](https://programacionpro.com/programacion-procedural-vs-orientada-a-objetos-diferencias-y-similitudes/)
+- [Python OOP](https://www.learnpython.org/en/Classes_and_Objects)
+- [Atributos de clase](https://oregoom.com/python/atributos-clase/)
+- [Diagrama de clases](https://diagramasuml.com/diagrama-de-clases/)
+- [Guía PEP 8](https://peps.python.org/pep-0008/#class-names)
+- [Mermaid Charts](https://www.mermaidchart.com/play)
+- [Draw.io](https://app.diagrams.net/)
+- [Python 3 Object-oriented Programming, Second Edition, Dusty PhillipsDusty Phillips](https://github.com/PacktPublishing/Python-3-Object-Oriented-Programming-Second-Edition)
+- [Objetos en programación](https://ebac.mx/blog/objeto-en-programacion)
+- [Enfoque orientado a objetos](https://1library.co/article/enfoque-orientado-a-objetos-base-te%C3%B3rica.qvld461y)
+- [OOAD](https://www.tutorialspoint.com/object_oriented_analysis_design/ooad_object_oriented_analysis.htm)
+
+https://www.freecodecamp.org/news/best-practices-for-refactoring-code/
diff --git a/content/sesion11/img/folders.png b/content/sesion11/img/folders.png
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diff --git a/content/sesion11/index.html b/content/sesion11/index.html
new file mode 100644
index 0000000..c7651d6
--- /dev/null
+++ b/content/sesion11/index.html
@@ -0,0 +1,62 @@
+<!doctype html>
+<html lang="es">
+
+<head>
+    <meta charset="utf-8">
+    <title>Sesión 11 OOP - Python Study Group</title>
+    <link rel="stylesheet" href="../custom.css">
+    <link rel="stylesheet" href="../../dist/reveal.css">
+    <link rel="stylesheet" href="../../dist/theme/black.css" id="theme">
+    <link rel="stylesheet" href="../../plugin/highlight/monokai.css">
+    <link rel="stylesheet" href="../../plugin/pointer/pointer.css" />
+</head>
+
+<body>
+    <div class="reveal">
+        <div class="slides">
+            <section data-markdown="Readme.md"></section>
+        </div>
+    </div>
+    <a class="custom-btn-home" href="../../"><img src="../homeico.svg" /></a>
+
+    <script src="../../dist/reveal.js"></script>
+    <script src="../../plugin/markdown/markdown.js"></script>
+    <script src="../../plugin/highlight/highlight.js"></script>
+    <script src="../../plugin/notes/notes.js"></script>
+    <script src="../../plugin/math/math.js"></script>
+    <script src="../../plugin/pointer/pointer.js"></script>
+    <script src="../../plugin/zoom/zoom.js"></script>
+    <script src="https://cdn.jsdelivr.net/npm/reveal.js-mermaid-plugin@11.4.1/plugin/mermaid/mermaid.js"></script>
+    <script>
+
+        Reveal.initialize({
+            controls: true,
+            progress: true,
+            history: true,
+            center: true,
+            pdfMaxPagesPerSlide: 1,
+            slideNumber: 'c/t',
+            plugins: [RevealMarkdown, RevealHighlight, RevealNotes, RevealMath.KaTeX, RevealZoom, RevealPointer, RevealMermaid],
+            pointer: {
+                key: "q", // key to enable pointer, default "q", not case-sensitive
+                color: "red", // color of a cursor, default "red" any valid CSS color
+                opacity: 0.9, // opacity of cursor, default 0.8
+                pointerSize: 18, // pointer size in px, default 12
+                alwaysVisible: false, // should pointer mode be always visible? default "false"
+                tailLength: 10, // NOT IMPLEMENTED YET!!! how long the "tail" should be? default 10
+            }
+        });
+
+    </script>
+    <!-- Google tag (gtag.js) -->
+    <script async src="https://www.googletagmanager.com/gtag/js?id=G-9YQTVC2B73"></script>
+    <script>
+        window.dataLayer = window.dataLayer || [];
+        function gtag() { dataLayer.push(arguments); }
+        gtag('js', new Date());
+
+        gtag('config', 'G-9YQTVC2B73');
+    </script>
+</body>
+
+</html>
\ No newline at end of file
diff --git a/index.html b/index.html
index edf8c7f..d14de10 100644
--- a/index.html
+++ b/index.html
@@ -35,6 +35,21 @@ <h4>Representando el mundo real en clases</h3>
 				<br>
 				<h6>2025</h6>
 			</section>
+			<section data-background-image="content/psg-bg-dark.png" data-background-size="100%">
+				<!-- <img src="/content/Logo.png" alt="Python La Paz" width="200px" height="200px"> -->
+				<!-- <h2>Python Study Group</h2> -->
+				<br>
+				<br>
+				<br>
+				<br>
+				<a href="content/sesion11">
+					Sesión 11
+					<h4>Buenas prácticas</h4>
+					<h4>Refactorización y organización</h4>
+				</a>
+				<br>
+				<h6>2025</h6>
+			</section>
 		</div>
 	</div>
 

From 451703db2cc14cf652e120bf63f84a54fdef32f9 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sun, 17 Aug 2025 01:49:45 +0000
Subject: [PATCH 03/27] refactor: Improve game structure and remove duplicate
 welcome message

---
 content/sesion11/Readme.md | 328 +++++++++++++++++++++++++++----------
 1 file changed, 246 insertions(+), 82 deletions(-)

diff --git a/content/sesion11/Readme.md b/content/sesion11/Readme.md
index ba988fd..5d468c8 100644
--- a/content/sesion11/Readme.md
+++ b/content/sesion11/Readme.md
@@ -85,7 +85,7 @@ En Python se recomienda seguir la convención de nombres PEP 8:
 
 ---
 
-#### Ejemplo de organización
+#### Ejemplo 01 
 
 ```markdown
 Juega "Piedra, Papel o Tijera" con un jugador y una computadora.
@@ -229,7 +229,7 @@ class Juego:
         resultado = self.determinar_ganador(eleccion_jugador, eleccion_computadora)
         print(resultado)
 
-print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
+print("🎮 Bienvenido al juego de Piedra, Papel o Tijera")
 nombre = input("Introduce tu nombre: ")
 jugador = Jugador(nombre)
 computadora = Computadora()
@@ -467,7 +467,7 @@ from computadora import Computadora
 from juego import Juego
 
 
-print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
+print("🎮 Bienvenido al juego de Piedra, Papel o Tijera")
 nombre = input("Introduce tu nombre: ")
 jugador = Jugador(nombre)
 computadora = Computadora()
@@ -498,7 +498,7 @@ python main.py
 ```
 
 ```text
-🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮
+🎮 Bienvenido al juego de Piedra, Papel o Tijera
 Introduce tu nombre: Jhon
 
 --- Menú ---
@@ -906,7 +906,7 @@ class Juego:
 ---
 Queda así:
 
-```python
+```python [14,15,17,18,23,24]
 class Juego:
     def __init__(self, jugador, computadora):
         self.jugador = jugador
@@ -1099,44 +1099,17 @@ Cuando se importa desde otro módulo, su variable `__name__` se establece en el
 Esto permite que el código dentro de un bloque `if __name__ == "__main__":` se ejecute solo cuando el módulo se ejecuta directamente,
 y no cuando se importa desde otro módulo.
 
----
 Es una buena práctica utilizar este bloque para definir el punto de entrada del programa.
 
-En nuestro caso, podemos agregarlo al final del archivo `main.py` para que el juego se ejecute solo cuando se ejecuta directamente.
-
-```python
-# main.py
-from clases import Jugador, Computadora
-from logica import Juego
-print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
-nombre = input("Introduce tu nombre: ")
-jugador = Jugador(nombre)
-computadora = Computadora()
-juego = Juego(jugador, computadora)
-
-while True:
-    print("\n--- Menú ---")
-    print("1. Jugar")
-    print("2. Salir")
-    opcion = input("Elige una opción: ")
-
-    if opcion == "1":
-        juego.jugar()
-    elif opcion == "2":
-        print("¡Gracias por jugar! 👋")
-        break
-    else:
-        print("Opción inválida, intenta de nuevo.")
-```
-
 ---
-Así, el código dentro de la función `main()` se ejecutará solo cuando el archivo `main.py` se ejecute directamente.
+
+En nuestro caso, agregamos al final del archivo `main.py` y crearemos la función `main()` para encapsular la lógica del juego
 
 ```python
 from clases import Jugador, Computadora
 from logica import Juego
 def main():
-    print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
+    print("🎮 Bienvenido al juego de Piedra, Papel o Tijera")
     nombre = input("Introduce tu nombre: ")
     jugador = Jugador(nombre)
     computadora = Computadora()
@@ -1172,8 +1145,217 @@ git push
 
 ---
 
+#### Ejemplo 02
+
+```text
+1. Al ejemplo anterior aún faltan algunas mejoras que podemos hacer.
+Elimina la duplicidad del código en OPCIONES almacenando en una 
+carpeta que se llame `constantes` y crea un archivo `opciones.py`
+donde almacenes las opciones válidas del juego y reglas
+
+2. Ahora el juego debe funcionar con emojis: 🧱, 📄 y ✂️
+sólo cambiando en las constantes sin modificar el resto del código.
+```
+
+Realizar los cambios 4 minutos
 
-#### Ejemplo 01
+<iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
+
+---
+
+#### 1. Estructura de carpetas y archivos
+
+```bash
+cd juego
+mkdir constantes
+touch constantes/__init__.py constantes/opciones.py
+tree
+```
+
+```bash
+.
+├── clases
+│   ├── __init__.py
+│   ├── computadora.py
+│   └── jugador.py
+├── constantes
+│   ├── __init__.py
+│   └── opciones.py
+├── logica
+│   ├── __init__.py
+│   └── juego.py
+├── README.md
+└── main.py
+4 directories, 8 files
+```
+
+---
+
+#### 2. Opciones válidas
+
+En el archivo `constantes/opciones.py`, definimos las opciones válidas del juego
+y en el archivo `constantes/__init__.py` importamos las opciones para que estén disponibles al importar el paquete `constantes`.
+
+```python
+# constantes/opciones.py
+PIEDRA = "piedra"
+PAPEL = "papel"
+TIJERA = "tijera"
+OPCIONES = [PIEDRA, PAPEL, TIJERA]
+REGLAS = {
+    PIEDRA: TIJERA,
+    PAPEL: PIEDRA,
+    TIJERA: PAPEL
+}
+```
+
+---
+
+```python
+# constantes/__init__.py
+from .opciones import OPCIONES, REGLAS
+```
+
+---
+
+#### 3. Actualizar el código
+Ahora actualizamos el código en los archivos `jugador.py`, `computadora.py`
+
+```python
+# clases/jugador.py
+from constantes import OPCIONES
+...
+```
+
+```python
+# clases/computadora.py
+from constantes import OPCIONES
+from random import choice
+...
+```
+
+---
+En el archivo `juego.py` actualizamos las importaciones y el método `determinar_ganador` para utilizar las constantes:
+
+```python
+# logica/juego.py
+from constantes import REGLAS
+...
+    def determinar_ganador(self, eleccion_jugador, eleccion_computadora):
+        if eleccion_jugador == eleccion_computadora:
+            return "Empate"
+        if REGLAS[eleccion_jugador] == eleccion_computadora:
+            return f"{self.jugador} gana!"
+        return f"{self.computadora} gana!"
+```
+
+---
+Finalmente, actualizamos el archivo `main.py` para que muestre las opciones válidas al jugador:
+
+```python
+# main.py
+from constantes import OPCIONES
+from clases import Jugador, Computadora
+from logica import Juego
+def main():
+    print(f"🎮 Bienvenido al juego de {', '.join(OPCIONES)}")
+    nombre = input("Introduce tu nombre: ")
+    jugador = Jugador(nombre)
+    computadora = Computadora()
+    juego = Juego(jugador, computadora)
+...
+```
+
+---
+Con esto hemos refactorizado el código para utilizar constantes y mejorar
+la flexibilidad del juego.
+
+Ejecutamos el juego para verificar que todo funciona correctamente:
+
+```bash
+python main.py
+```
+
+```text
+🎮 Bienvenido al juego de 🧱, 📄, ✂️
+Introduce tu nombre: jose
+
+--- Menú ---
+1. Jugar
+2. Salir
+Elige una opción: 1
+jose, elige 🧱, 📄, ✂️: 🧱
+jose eligió: 🧱
+Computadora eligió: 🧱
+Empate
+```
+
+---
+
+Subimos los cambios al repositorio de GitHub:
+
+```bash
+git add .
+git commit -m "Refactorización y uso de constantes"
+git push
+```
+
+---
+
+#### Resumen
+
+- La refactorización es el proceso de mejorar el código existente sin cambiar su funcionalidad externa.
+- Refactorizar mejora la legibilidad, facilita el mantenimiento y reduce la complejidad y el riesgo de errores.
+- La refactorización implica reorganizar el código en módulos y clases, eliminar código duplicado, renombrar variables y funciones, y dividir funciones grandes en funciones más pequeñas.
+
+---
+
+- En Python se recomienda organizar el código en archivos y carpetas para mejorar la estructura del proyecto.
+- Es buena práctica utilizar nombres descriptivos para archivos y carpetas, agrupar archivos relacionados y mantener una estructura coherente.
+- En Python se recomienda seguir la convención de nombres PEP 8 para clases, funciones, variables, constantes, archivos y módulos.
+
+---
+
+- La importación de módulos permite reutilizar código y que es recomendable importar solo lo necesario para evitar conflictos y mejorar la legibilidad.
+- Crear archivos `__init__.py` en las carpetas permite que sean tratados como paquetes de Python y facilita la importación de módulos.
+- Eliminar código duplicado mejora la legibilidad y facilita el mantenimiento del software.
+
+---
+
+- La dependencia circular entre módulos es mala porque dificulta el mantenimiento y puede causar errores de ejecución.
+- La variable especial `__name__` en Python permite determinar si un módulo se ejecuta directamente o se importa desde otro módulo.
+- Es buena práctica encapsular la lógica principal en una función y usar el bloque `if __name__ == "__main__":` para definir el punto de entrada del programa.
+
+---
+
+- El uso de constantes y la organización en paquetes mejora la flexibilidad y mantenibilidad del código.
+- La documentación y la estructura clara de carpetas y archivos son esenciales para proyectos bien organizados.
+
+---
+
+#### Retos
+
+Crear una carpeta con el nombre "retos_sesion_11" dentro del proyecto en la raíz, en la cual por cada ejercicio debes crear las siguientes carpetas y archivos:
+
+```bash
+# Estructura de carpetas
+psg-oop-2025/
+    retos_sesion_11/
+        reto_01/
+            Readme.md
+            <carpetas>
+                <scripts>.py
+            main.py
+        reto_02/
+            Readme.md
+            <carpetas>
+                <scripts>.py
+            main.py
+```
+
+---
+
+#### Reto 01
 
 ```text
 Una aplicación para gestionar una lista de tareas pendientes.
@@ -1181,6 +1363,13 @@ Permite agregar, eliminar y marcar tareas como completadas.
 También permite eliminar tareas completadas y eliminar todas las tareas.
 ```
 
+Refactoriza el código en una estructura de carpetas y añade la documentación
+en un archivo `README.md` dentro de la carpeta `reto_01`.
+
+
+---
+
+
 ```mermaid
 %%{init: {"theme": "dark", "look": "handDrawn"  }}%%
 classDiagram
@@ -1202,8 +1391,6 @@ direction LR
     Tarea --* ListaTareas
 ```
 
-En el archivo `tarea.py` definimos el ejemplo y en el archivo `tareas.md` documentamos el ejemplo
-
 ---
 Código del ejemplo 01
 
@@ -1282,47 +1469,30 @@ while True:
 ```
 
 ---
+#### Reto 02
 
-#### Ejemplo 02
-
-```bash
-
-
----
-
-#### Retos
-
-Utilizaremos el repositorio de GitHub creado en esta sesión "psg-oop-2025" 
-
-para almacenar los retos, de todas las sesiones.
-
-Iremos agregando los retos a medida que avancemos
+```text
+La Biblioteca Municipal va digitalizar su registro 
+de préstamos de libros. Actualmente, los encargados
+ anotan todo en un cuaderno:
+
+Los libros con su título, autor e ISBN.
+Los usuarios tienen un nombre.
+La biblioteca cuenta con un flujo de préstamos que es el siguiente:
+1. Un usuario ingresa su nombre.
+2. Se lista los libros disponibles.
+3. El usuario elige un libro para prestar.
+4. Se registra la lista de prestados con el nombre del usuario y el libro prestado
+5. Puede prestarse más de un libro al mismo usuario.
+6. Los usuarios tienen que devolver todos los libros a la vez.
+7. Se puede ver la lista de libros prestados y los usuarios que los tienen.
+8. Para salir se debe ingresar "salir".
+```
 
-Como si estuviéramos trabajando en un proyecto real
+Realizar el código del reto en una estructura de carpetas y añade la documentación
 
 ---
 
-Crear una carpeta con el nombre "retos_sesion_01" dentro del proyecto en la raíz, en la cual por cada ejercicio debes crear los siguientes archivos:
-
-```bash
-# Estructura de carpetas
-psg-oop-2025/
-    sesion11/
-        ejemplo01.txt
-        ejemplo02.txt
-        ejemplo03.txt
-        ejemplo04.txt
-        ejemplo05.txt
-        ejemplo06.txt
-        ejemplo07.md
-        ejemplo08.md
-    retos_sesion_01/
-        ejercicio_01.md
-        ejercicio_02.md
-        ejercicio_03.md
-```
-
----
 
 ---
 <!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
@@ -1341,12 +1511,8 @@ Repositorio de la Sesión
 <!--.slide: data-visibility="hidden"-->
 ## Bibliografía y Referencias
 
-- [Object Oriented Analysis](https://www.gyata.ai/es/object-oriented-programming/object-oriented-analysis)
-- [DDOO Unidad 1](https://dmd.unadmexico.mx/contenidos/DCEIT/BLOQUE1/DS/02/DDOO/U1/descargables/DDOO_Unidad_1.pdf)
-- [Programación procedural VS orientada a objetos](https://programacionpro.com/programacion-procedural-vs-orientada-a-objetos-diferencias-y-similitudes/)
-- [Python OOP](https://www.learnpython.org/en/Classes_and_Objects)
-- [Atributos de clase](https://oregoom.com/python/atributos-clase/)
-- [Diagrama de clases](https://diagramasuml.com/diagrama-de-clases/)
+- [Best Practices for Refactoring Code](https://www.freecodecamp.org/news/best-practices-for-refactoring-code/)
+- [Python Refactoring](https://realpython.com/python-refactoring/)
 - [Guía PEP 8](https://peps.python.org/pep-0008/#class-names)
 - [Mermaid Charts](https://www.mermaidchart.com/play)
 - [Draw.io](https://app.diagrams.net/)
@@ -1354,5 +1520,3 @@ Repositorio de la Sesión
 - [Objetos en programación](https://ebac.mx/blog/objeto-en-programacion)
 - [Enfoque orientado a objetos](https://1library.co/article/enfoque-orientado-a-objetos-base-te%C3%B3rica.qvld461y)
 - [OOAD](https://www.tutorialspoint.com/object_oriented_analysis_design/ooad_object_oriented_analysis.htm)
-
-https://www.freecodecamp.org/news/best-practices-for-refactoring-code/

From 48c7c625b4cf3b3ad835380447621e7f9bae863d Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Mon, 18 Aug 2025 01:32:31 +0000
Subject: [PATCH 04/27] feat: :sparkles: Add image for circular dependency
 explanation in session 11 README

---
 content/sesion11/Readme.md                     |   9 +++------
 content/sesion11/img/dependencia_circular.jpeg | Bin 0 -> 42799 bytes
 2 files changed, 3 insertions(+), 6 deletions(-)
 create mode 100644 content/sesion11/img/dependencia_circular.jpeg

diff --git a/content/sesion11/Readme.md b/content/sesion11/Readme.md
index 5d468c8..a2ad629 100644
--- a/content/sesion11/Readme.md
+++ b/content/sesion11/Readme.md
@@ -1063,14 +1063,14 @@ tree
 
 #### Dependencia circular
 
-¿Bueno o malo?
+![Dependencia circular](./img/dependencia_circular.jpeg) <!-- .element width="45%"-->
+
+Ocurre cuando dos o más módulos dependen entre sí directa o indirectamente.
 
 ---
 
 La dependencia circular es mala
 
-Ocurre cuando dos o más módulos dependen entre sí directa o indirectamente.
-
 Esto puede llevar a problemas como:
 - Dificultad para entender y mantener el código.
 - Problemas de rendimiento debido a la carga repetida de módulos.
@@ -1491,9 +1491,6 @@ La biblioteca cuenta con un flujo de préstamos que es el siguiente:
 
 Realizar el código del reto en una estructura de carpetas y añade la documentación
 
----
-
-
 ---
 <!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
 
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From a453c823db695dcfd0856e2818779a989a32a750 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Thu, 21 Aug 2025 04:03:38 +0000
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diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
new file mode 100644
index 0000000..2b11c59
--- /dev/null
+++ b/content/sesion12/Readme.md
@@ -0,0 +1,588 @@
+<!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
+![Python La paz](../Logo.png) <!-- .element  hidden="true" -->
+
+<br>
+<br>
+<br>
+
+### Sesión  12
+#### Buenas prácticas
+#### Anotaciones, Documentación y Principios
+
+---
+
+#### VS Code
+
+Abrimos el proyecto del Study Group
+
+```bash
+code psg-oop-2025
+```
+
+Creamos una carpeta llamada `sesion12` dentro del proyecto
+
+```bash
+mkdir sesion12
+cd sesion12
+```
+
+Aquí guardaremos los ejemplos de la sesión
+
+
+---
+
+Python es uno de los lenguajes más populares y entre sus características
+se encuentra la facilidad para escribir código.
+
+El tipado dinámico de Python permite a los desarrolladores escribir código
+rápido y flexible
+
+---
+Pero esto también puede llevar a errores difíciles de detectar
+si no se tiene cuidado.
+
+---
+Una variable puede cambiar de tipo en cualquier momento, lo que puede causar
+errores en tiempo de ejecución.
+
+Desde la terminal interactiva de Python:
+
+```python
+def sumar(a, b):
+    return a + b
+x = 5  # x es un entero
+y = 10  # y es un entero
+print(sumar(x, y))  # Funciona correctamente
+x = "5"  # x ahora es una cadena
+print(sumar(x, y))  # Error en tiempo de ejecución: TypeError
+```
+
+```text
+15
+ERROR!
+Traceback (most recent call last):
+  File "<main.py>", line 4, in <module>
+  File "<main.py>", line 2, in sumar
+TypeError: unsupported operand type(s) for +: 'int' and 'str'
+```
+
+---
+Este tipo de errores puede ser difícil de detectar y corregir,
+especialmente en proyectos grandes.
+
+Para lo cual, en Python se ha introducido el concepto de "anotaciones de tipo"
+
+---
+
+#### Anotaciones
+
+Python desde su versión 3.6 introdujo el concepto de "anotaciones de tipo"
+que permiten a los desarrolladores especificar el tipo de datos esperado
+para:
+
+- Variables
+- Parámetros de funciones
+- Valores de retorno de funciones
+- Atributos de clases
+
+---
+
+Esto ayuda a mejorar la legibilidad del código y a detectar errores
+antes de que se ejecuten.
+
+Además, los editores de código y herramientas de análisis estático
+pueden utilizar estas anotaciones para proporcionar sugerencias y advertencias.
+
+![Anotaciones de tipo](./img/annotation_01.png) <!-- .element width="50%"-->
+
+---
+
+Crearemos un archivo llamado `anotaciones.py` en la carpeta `sesion12`
+
+```bash
+touch anotaciones.py
+```
+
+---
+
+#### Anotaciones en variables
+
+Las anotaciones de tipo en variables se utilizan para indicar el tipo de datos
+que se espera que contenga una variable.
+
+```python
+edad: int = 30  
+nombre: str = "Jhon" 
+altura: float = 1.75
+activo: bool = True
+print(type(edad))  # <class 'int'>
+print(type(nombre))  # <class 'str'>
+print(type(altura))  # <class 'float'>
+print(type(activo))  # <class 'bool'>
+```
+
+Estas anotaciones no afectan el comportamiento del código,
+pero proporcionan información adicional para los desarrolladores
+
+---
+
+De esta manera, podemos ver que la variable `edad` es un entero,
+`nombre` es una cadena, `altura` es un flotante y `activo` es un booleano.
+
+Esto ayuda a los desarrolladores a entender mejor el código
+y a detectar errores antes de que se ejecuten.
+
+---
+
+#### Anotaciones en variables
+
+También se pueden utilizar anotaciones de tipo para estructuras de datos donde
+se incluyen los tipos de los elementos que contienen
+
+En el caso de listas se utiliza la sintaxis `list[tipo]`:
+Donde `tipo` es el tipo de los elementos que contiene la lista.
+
+---
+
+En el caso de diccionarios se utiliza la sintaxis `dict[clave_tipo, valor_tipo]`:
+Donde `clave_tipo` es el tipo de las claves y `valor_tipo` es el tipo de los valores.
+
+En el caso de tuplas se utiliza la sintaxis `tuple[tipo1, tipo2, ...]`:
+Donde `tipo1`, `tipo2`, etc. son los tipos de los elementos que contiene la tupla.
+
+
+---
+
+```python
+numeros: list[int] = []
+nombres: dict[str, str] = {}  
+tuplas: tuple[int, str] = ()
+print(type(numeros))  # <class 'list'>
+print(type(nombres))  # <class 'dict'>
+print(type(tuplas))  # <class 'tuple'>
+```
+
+- `numeros`: lista de enteros
+- `nombres`: diccionario con claves y valores de tipo cadena
+- `tuplas` : tuplas de enteros y cadenas
+
+---
+
+Sin anotaciones:
+
+![Sin anotaciones](./img/annotation_02.png) <!-- .element width="50%"-->
+
+Con anotaciones:
+
+![Con anotaciones](./img/annotation_03.png) <!-- .element width="50%"-->
+
+---
+
+#### Anotaciones en funciones
+
+Se utilizan para indicar los tipos de datos que se espera que contengan los parámetros 
+y el tipo de dato que se espera que retorne
+
+Los parámetros de una función se anotan utilizando la sintaxis `parametro: tipo`
+y el valor de retorno se anota utilizando la sintaxis `-> tipo` 
+
+El tipo de retorno se coloca antes de los dos puntos `:`
+
+---
+
+Por ejemplo, si tenemos una función que suma dos números enteros
+
+```python
+def sumar(a: int, b: int) -> int:
+    return a + b
+```
+
+En este ejemplo, la función `sumar` espera dos parámetros de tipo entero
+y retorna un valor de tipo entero.
+
+---
+
+Sin anotaciones:
+
+![Sin anotaciones](./img/annotation_04.png) <!-- .element width="40%"-->
+
+Con anotaciones:
+
+![Con anotaciones](./img/annotation_05.png) <!-- .element width="40%"-->
+
+---
+
+#### Anotaciones en funciones
+
+También se pueden utilizar anotaciones de tipo para funciones que aceptan
+parámetros de tipo genérico, como listas o diccionarios.
+
+Por ejemplo, si tenemos una función que recibe una lista de enteros y 
+retorna una lista de cuadrados de esos enteros
+
+```python
+def cuadrados(numeros: list[int]) -> list[int]:
+    return [n ** 2 for n in numeros]
+numeros = cuadrados([2,4,6])
+print (numeros)
+```
+
+---
+
+Las anotaciones nos ayudan a saber que la variable `numeros` es una lista de enteros
+
+![Con anotaciones](./img/annotation_06.png) <!-- .element width="60%"-->
+
+---
+
+#### Anotaciones en clases
+
+Las anotaciones de tipo también se pueden utilizar en clases para indicar
+los tipos de datos de los atributos de una clase.
+
+Por ejemplo, si tenemos una clase `Persona` con atributos de clase `especie`
+y atributos de instancia `nombre` y `edad`
+
+---
+
+```python
+class Persona:
+    especie: str = "Humano"
+    def __init__(self, nombre: str, edad: int):
+        self.nombre: str = nombre
+        self.edad: int = edad
+```
+
+
+La clase `Persona` tiene un atributo de clase `especie` de tipo cadena
+con el valor por defecto "Humano"
+
+Atributos de instancia `nombre` y `edad` de tipo cadena e entero
+
+---
+
+Con anotaciones:
+
+![Con anotaciones](./img/annotation_07.png) <!-- .element width="50%"-->
+
+
+---
+
+Existe otro estilo de anotaciones usado mayormente en versiones anteriores a Python 3.8
+
+utilizando el módulo `typing` y las clases `List`, `Dict`, `Tuple`, etc.
+
+
+---
+
+Por ejemplo, si tenemos una función que recibe una lista de enteros y retorna una lista de enteros
+
+```python
+from typing import List
+def cuadrados(numeros: List[int]) -> List[int]:
+    return [n ** 2 for n in numeros]
+numeros = cuadrados([2, 4, 6])
+print(numeros)
+```
+
+Actualmente, este estilo es menos común y se recomienda utilizar las anotaciones
+directamente sin importar el módulo `typing`
+
+---
+
+Es importante recordar que las anotaciones de tipo en Python son opcionales
+y no afectan el comportamiento del código en tiempo de ejecución.
+
+---
+
+Pero no es suficiente, también es importante documentar el código
+para que se pueda entender fácilmente su propósito y funcionamiento.
+
+---
+
+#### Documentación
+
+La documentación es una parte esencial del desarrollo de software
+ya que ayuda a los desarrolladores a entender el propósito y funcionamiento del código.
+
+En las clases podemos utilizar cadenas de documentación (docstrings)
+para documentar el propósito de la clase, sus atributos y métodos.
+
+---
+
+La documentación se coloca entre comillas triples `"""` justo después de la definición de la clase
+o del método.
+
+Los editores de código y herramientas de análisis estático pueden utilizar
+estas cadenas de documentación para proporcionar sugerencias de autocompletado y advertencias.
+
+---
+Creamos un archivo llamado `documentacion.py` en la carpeta `sesion12`
+
+```bash
+touch documentacion.py
+```
+
+---
+
+#### Documentación en clases
+
+Por ejemplo, si tenemos una clase `Persona` con un atributo `nombre` y un método `saludar`
+
+```python
+Sin documentación:
+
+class Persona:
+    def __init__(self, nombre: str):
+        self.nombre: str = nombre
+    def saludar(self):
+        print(f"Hola, mi nombre es {self.nombre}")
+jhon = Persona("Jhon")
+jhon.saludar()
+```
+
+
+![Sin documentación I](./img/documentation_01.png) <!-- .element width="35%"-->
+![Sin documentación II](./img/documentation_02.png) <!-- .element width="35%"-->
+
+---
+
+Con documentación:
+
+```python
+class Persona:
+    """Clase que representa a una persona."""
+    def __init__(self, nombre: str):
+        """Inicializa una nueva instancia de la clase Persona.
+        
+        Args:
+            nombre (str): El nombre de la persona.
+        """
+        self.nombre: str = nombre
+
+    def saludar(self):
+        """Imprime un saludo con el nombre de la persona."""
+        print(f"Hola, mi nombre es {self.nombre}")
+jhon = Persona("Jhon")
+jhon.saludar()
+```
+
+---
+
+![Con documentación I](./img/documentation_03.png) <!-- .element width="50%"-->
+
+![Con documentación II](./img/documentation_04.png) <!-- .element width="50%"-->
+
+---
+
+Existen diferentes convenciones para escribir documentación en Python 
+la [PEP 257](https://peps.python.org/pep-0257/) establece la base para las cadenas de documentación
+
+Existen diferentes estilos de documentación, como el estilo Google, NumPy y reStructuredText (reST)
+
+Donde cada uno tiene su propia sintaxis y convenciones
+
+---
+
+| Estilo                  | Uso típico                                   |
+| ----------------------- | -------------------------------------------- |
+| Google                  | Documentación de proyectos y bibliotecas     |
+| NumPy                   | Documentación científica y técnica           |
+| reStructuredText (reST) | Documentación profesional, grandes proyectos |
+
+
+---
+
+| Estilo | Ventajas                    | Desventajas                                      |
+| ------ | --------------------------- | ------------------------------------------------ |
+| Google | Fácil de leer y escribir    | Menos detallado para proyectos complejos         |
+| NumPy  | Estructurado y detallado    | Puede ser más difícil de leer para principiantes |
+| reST   | Muy detallado y profesional | Más complejo de escribir menos amigable          |
+
+---
+
+| Estilo | Legibilidad                                                                       |
+| ------ | --------------------------------------------------------------------------------- |
+| Google | Claro y conciso, fácil  para humanos                                              |
+| NumPy  | Muy estructurado, detallado, generado por herramientas                            |
+| reST   | Muy detallado, profesional, orientado a herramientas de documentación como Sphinx |
+
+
+---
+
+#### Estilo Google
+
+Para documentar una función o método, se utiliza la siguiente sintaxis:
+
+```python
+def fibonacci(n: int) -> str:
+    """Devuelve la secuencia de Fibonacci hasta el n-ésimo número.
+
+    Args:
+        n (int): El índice del número de Fibonacci a calcular.
+
+    Returns:
+        str: La secuencia de Fibonacci hasta el n-ésimo número.
+
+    Raises:
+        ValueError: Si n es negativo.
+
+    Examples:
+        >>> fibonacci(5)
+        '0, 1, 1, 2, 3'
+    """
+    if n < 0:
+        raise ValueError("El índice no puede ser negativo")
+    fib = [0, 1]
+    for i in range(2, n):
+        fib.append(fib[i - 1] + fib[i - 2])
+    return ', '.join(str(x) for x in fib[:n])
+print (fibonacci(5))
+```
+
+---
+El editor de código puede interpretar la documentación y proporcionar sugerencias de autocompletado
+
+![Estilo Google](./img/documentation_05.png) <!-- .element width="50%"-->
+
+
+---
+#### Estilo NumPy
+
+Para documentar una función o método, se utiliza la siguiente sintaxis:
+
+```python
+def fibonacci(n: int) -> str:
+    """
+    Devuelve la secuencia de Fibonacci hasta el n-ésimo número.
+
+    Parameters
+    ----------
+    n : int
+        El índice del número de Fibonacci a calcular.
+
+    Returns
+    -------
+    str
+        La secuencia de Fibonacci hasta el n-ésimo número.
+
+    Raises
+    ------
+    ValueError
+        Si n es negativo.
+
+    Examples
+    --------
+    >>> fibonacci(5)
+    '0, 1, 1, 2, 3'
+    """
+    if n < 0:
+        raise ValueError("El índice no puede ser negativo")
+    fib = [0, 1]
+    for i in range(2, n):
+        fib.append(fib[i - 1] + fib[i - 2])
+    return ', '.join(str(x) for x in fib[:n])
+
+print(fibonacci(5))
+```
+
+---
+El editor de código puede interpretar la documentación y proporcionar sugerencias de autocompletado
+
+![Estilo NumPy](./img/documentation_06.png) <!-- .element width="40%"-->
+
+---
+#### Estilo reStructuredText (reST)
+Para documentar una función o método, se utiliza la siguiente sintaxis:
+
+```python
+def fibonacci(n: int) -> str:
+    """
+    Devuelve la secuencia de Fibonacci hasta el n-ésimo número.
+
+    :param n: El índice del número de Fibonacci a calcular.
+    :type n: int
+    :return: La secuencia de Fibonacci hasta el n-ésimo número.
+    :rtype: str
+    :raises ValueError: Si n es negativo.
+    :example:
+        >>> fibonacci(5)
+        '0, 1, 1, 2, 3'
+    """
+    if n < 0:
+        raise ValueError("El índice no puede ser negativo")
+    fib = [0, 1]
+    for i in range(2, n):
+        fib.append(fib[i - 1] + fib[i - 2])
+    return ', '.join(str(x) for x in fib[:n])
+
+print(fibonacci(5))
+```
+
+---
+El editor de código puede interpretar la documentación y proporcionar sugerencias de autocompletado
+
+![Estilo reST](./img/documentation_07.png) <!-- .element width="40%"-->
+
+---
+
+Elige un estilo de documentación y sé consistente en su uso a lo largo de tu código
+
+Esto facilitará la lectura y comprensión del código para ti y para otros desarrolladores
+
+---
+
+#### Principios de desarrollo
+
+Los principios de desarrollo son un conjunto de buenas prácticas
+que ayudan a los desarrolladores a escribir código limpio, mantenible y escalable.
+
+Al igual que los patrones de diseño, los principios de desarrollo
+proporcionan soluciones a problemas comunes en el desarrollo de software.
+
+---
+Algunos de los principios más importantes son:
+
+- KISS (Keep It Simple, Stupid)
+- DRY (Don't Repeat Yourself)
+- YAGNI (You Aren't Gonna Need It)
+
+
+
+
+---
+<!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
+
+<br>
+<br>
+<br>
+<br>
+<br>
+
+[![GitHub](../../content/github_logo.png) <!-- .element width="20%"-->](https://github.com/python-la-paz/python-study-group-oop/content/sesion01)
+
+Repositorio de la Sesión
+
+---
+<!--.slide: data-visibility="hidden"-->
+## Bibliografía y Referencias
+
+- [Object Oriented Analysis](https://www.gyata.ai/es/object-oriented-programming/object-oriented-analysis)
+- [DDOO Unidad 1](https://dmd.unadmexico.mx/contenidos/DCEIT/BLOQUE1/DS/02/DDOO/U1/descargables/DDOO_Unidad_1.pdf)
+- [Programación procedural VS orientada a objetos](https://programacionpro.com/programacion-procedural-vs-orientada-a-objetos-diferencias-y-similitudes/)
+- [Python OOP](https://www.learnpython.org/en/Classes_and_Objects)
+- [Atributos de clase](https://oregoom.com/python/atributos-clase/)
+- [Diagrama de clases](https://diagramasuml.com/diagrama-de-clases/)
+- [Guía PEP 8](https://peps.python.org/pep-0008/#class-names)
+- [Mermaid Charts](https://www.mermaidchart.com/play)
+- [Draw.io](https://app.diagrams.net/)
+- [Python 3 Object-oriented Programming, Second Edition, Dusty PhillipsDusty Phillips](https://github.com/PacktPublishing/Python-3-Object-Oriented-Programming-Second-Edition)
+- [Objetos en programación](https://ebac.mx/blog/objeto-en-programacion)
+- [Enfoque orientado a objetos](https://1library.co/article/enfoque-orientado-a-objetos-base-te%C3%B3rica.qvld461y)
+- [OOAD](https://www.tutorialspoint.com/object_oriented_analysis_design/ooad_object_oriented_analysis.htm)
+
+https://ellibrodepython.com/function-annotations
+https://docs.python.org/es/3/howto/annotations.html
+https://pywombat.com/articles/python-annotation
+https://peps.python.org/pep-0484/
+https://peps.python.org/pep-0585/#parameters-to-generics-are-available-at-runtime
\ No newline at end of file
diff --git a/content/sesion12/img/annotation_01.png b/content/sesion12/img/annotation_01.png
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diff --git a/content/sesion12/index.html b/content/sesion12/index.html
new file mode 100644
index 0000000..7f4a545
--- /dev/null
+++ b/content/sesion12/index.html
@@ -0,0 +1,62 @@
+<!doctype html>
+<html lang="es">
+
+<head>
+    <meta charset="utf-8">
+    <title>Sesión 12 OOP - Python Study Group</title>
+    <link rel="stylesheet" href="../custom.css">
+    <link rel="stylesheet" href="../../dist/reveal.css">
+    <link rel="stylesheet" href="../../dist/theme/black.css" id="theme">
+    <link rel="stylesheet" href="../../plugin/highlight/monokai.css">
+    <link rel="stylesheet" href="../../plugin/pointer/pointer.css" />
+</head>
+
+<body>
+    <div class="reveal">
+        <div class="slides">
+            <section data-markdown="Readme.md"></section>
+        </div>
+    </div>
+    <a class="custom-btn-home" href="../../"><img src="../homeico.svg" /></a>
+
+    <script src="../../dist/reveal.js"></script>
+    <script src="../../plugin/markdown/markdown.js"></script>
+    <script src="../../plugin/highlight/highlight.js"></script>
+    <script src="../../plugin/notes/notes.js"></script>
+    <script src="../../plugin/math/math.js"></script>
+    <script src="../../plugin/pointer/pointer.js"></script>
+    <script src="../../plugin/zoom/zoom.js"></script>
+    <script src="https://cdn.jsdelivr.net/npm/reveal.js-mermaid-plugin@11.4.1/plugin/mermaid/mermaid.js"></script>
+    <script>
+
+        Reveal.initialize({
+            controls: true,
+            progress: true,
+            history: true,
+            center: true,
+            pdfMaxPagesPerSlide: 1,
+            slideNumber: 'c/t',
+            plugins: [RevealMarkdown, RevealHighlight, RevealNotes, RevealMath.KaTeX, RevealZoom, RevealPointer, RevealMermaid],
+            pointer: {
+                key: "q", // key to enable pointer, default "q", not case-sensitive
+                color: "red", // color of a cursor, default "red" any valid CSS color
+                opacity: 0.9, // opacity of cursor, default 0.8
+                pointerSize: 18, // pointer size in px, default 12
+                alwaysVisible: false, // should pointer mode be always visible? default "false"
+                tailLength: 10, // NOT IMPLEMENTED YET!!! how long the "tail" should be? default 10
+            }
+        });
+
+    </script>
+    <!-- Google tag (gtag.js) -->
+    <script async src="https://www.googletagmanager.com/gtag/js?id=G-9YQTVC2B73"></script>
+    <script>
+        window.dataLayer = window.dataLayer || [];
+        function gtag() { dataLayer.push(arguments); }
+        gtag('js', new Date());
+
+        gtag('config', 'G-9YQTVC2B73');
+    </script>
+</body>
+
+</html>
\ No newline at end of file
diff --git a/index.html b/index.html
index edf8c7f..484c600 100644
--- a/index.html
+++ b/index.html
@@ -35,6 +35,21 @@ <h4>Representando el mundo real en clases</h3>
 				<br>
 				<h6>2025</h6>
 			</section>
+			<section data-background-image="content/psg-bg-dark.png" data-background-size="100%">
+				<!-- <img src="/content/Logo.png" alt="Python La Paz" width="200px" height="200px"> -->
+				<!-- <h2>Python Study Group</h2> -->
+				<br>
+				<br>
+				<br>
+				<br>
+				<a href="content/sesion12">
+					Sesión 12
+					<h4>Buenas prácticas</h4>
+					<h4>Typing, Documentación y Principios</h4>
+				</a>
+				<br>
+				<h6>2025</h6>
+			</section>
 		</div>
 	</div>
 

From 48757f1d90bb70560eb1cd2948466d99d28f0374 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sun, 24 Aug 2025 02:18:37 +0000
Subject: [PATCH 06/27] fix: :pencil2: update section title from "Typing" to
 "Anotaciones" in index.html

---
 content/sesion12/Readme.md | 479 ++++++++++++++++++++++++++++++++++++-
 index.html                 |   2 +-
 2 files changed, 479 insertions(+), 2 deletions(-)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index 2b11c59..f0c4532 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -547,8 +547,480 @@ Algunos de los principios más importantes son:
 - DRY (Don't Repeat Yourself)
 - YAGNI (You Aren't Gonna Need It)
 
+---
+
+#### KISS (Keep It Simple, Stupid)
+
+El principio KISS enfatiza la importancia de mantener el código simple y fácil de entender.
+
+Un código simple es más fácil de leer, mantener y depurar.
+
+---
+
+Se puede resumir en:
+
+- Simplicidad: Las soluciones deben ser lo más simples posible evitando características innecesarias.
+- Claridad: El código debe ser claro y fácil de entender
+
+---
+
+- Minimalismo: Evitar la complejidad innecesaria y centrarse en lo esencial.
+- Eficiencia: Las soluciones simples son más eficientes
+- Evite la sobreingeniería: No agregue características o funcionalidades innecesarias.
+
+
+---
+
+Una forma de aplicarlo es:
+
+- Dividir problemas complejos en partes más pequeñas y manejables.
+- Evitar la sobreingeniería y centrarse en lo esencial.
+- Utilizar nombres claros y descriptivos para variables, funciones y clases.
+
+---
+
+#### Ejemplo KISS
+
+```python [1-11|13-18]
+# Complejidad innecesaria
+class SumaDeNumeros:
+    def __init__(self, a, b):
+        self.a = a
+        self.b = b
+    
+    def operar(self):
+        return self.a + self.b
+
+suma = SumaDeNumeros(5, 7)
+print(suma.operar())
+
+# Solución simple
+class Calculadora:
+    def sumar(self, a, b):
+        return a + b
+calc = Calculadora()
+print(calc.sumar(5, 7))
+```
+
+---
+#### Ejercicio 01
+
+```text
+Una calculadora de areas que pueda calcular
+el área de rectángulos y cuadrados.
+Donde el código tiene mucha complejidad
+Simplifica el código aplicando el principio KISS
+```
+
+En el archivo `areas.py` en la carpeta `sesion12`
+
+---
+
+Realizar los cambios 4 minutos
+
+```python
+class Area:
+    def __init__(self, tipo, lado1, lado2=None):
+        self.tipo = tipo
+        self.lado1 = lado1
+        self.lado2 = lado2
+    def calcular(self):
+        if self.tipo == "rectangulo":
+            return self.lado1 * self.lado2
+        elif self.tipo == "cuadrado":
+            return self.lado1 ** 2
+area_rectangulo = Area("rectangulo", 5, 10)
+print(area_rectangulo.calcular())
+area_cuadrado = Area("cuadrado", 5)
+print(area_cuadrado.calcular())
+```
+
+<iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
+
+---
+
+#### Solución simple
+
+```python
+class Calculadora:
+    def area(self, lado1, lado2):
+        return lado1 * lado2
+calc = Calculadora()
+print(calc.area(5, 10))  # Área del rectángulo
+print(calc.area(5, 5))   # Área del cuadrado
+```
+
+```bash
+python areas.py
+```
+
+```text
+50
+25
+```
+
+---
+
+#### DRY (Don't Repeat Yourself)
+
+El principio DRY enfatiza la importancia de evitar la duplicación de código.
+
+El código duplicado puede llevar a errores y dificultades en el mantenimiento.
+
+---
+
+Se puede resumir en:
+
+- Unicidad: Cada pieza de conocimiento o lógica debe tener una única representación en el código.
+- Mantenimiento: El código duplicado es más difícil de mantener y actualizar.
+- Reutilización: Fomenta la reutilización de código a través de funciones, clases y módulos.
+
+---
+
+- Reducción de errores: Menos duplicación significa menos oportunidades para errores.
+- Eficiencia: Un código sin duplicación es más eficiente
+- Claridad: Un código sin duplicación es más claro y fácil de entender.
+
+
+---
+
+Una forma de aplicarlo es:
+
+- Identificar y eliminar código duplicado.
+- Utilizar funciones, clases y módulos para reutilizar código.
+- Mantener el código DRY durante el desarrollo y la refactorización.
+
+---
+
+#### Ejemplo DRY
+
+```python [1-7|9-13]
+# Código duplicado
+def area_rectangulo(lado1, lado2):
+    return lado1 * lado2
+def area_cuadrado(lado):
+    return lado * lado
+print(area_rectangulo(5, 10))
+print(area_cuadrado(5))
+
+# Código sin duplicación
+def area(lado1, lado2):
+    return lado1 * lado2
+print(area(5, 10))  # Área del rectángulo
+print(area(5, 5))      # Área del cuadrado
+```
+
+---
+
+#### Ejercicio 02
+
+```text
+Una tienda en línea permite pagar con diferentes métodos de pago:
+- Tarjeta
+- Transferencia
+- QR
+Y por cada canal aplica un impuesto diferente
+- Tarjeta 5%
+- Transferencia 2%
+- QR 1%
+Simplifica el código aplicando el principio DRY
+```
+
+En el archivo `tienda.py` en la carpeta `sesion12`
+
+---
+
+Realizar los cambios 4 minutos
+
+```python
+class Tienda:
+    def impuesto_tarjeta(self, monto):
+        return monto * 0.05
+    def impuesto_transferencia(self, monto):
+        return monto * 0.02
+    def impuesto_qr(self, monto):
+        return monto * 0.01
+    def pagar_tarjeta(self, monto):
+        impuesto = self.impuesto_tarjeta(monto)
+        total = monto + impuesto
+        print(f"Pago con tarjeta: Monto={monto}, Impuesto={impuesto}, Total={total}")
+    def pagar_transferencia(self, monto):
+        impuesto = self.impuesto_transferencia(monto)
+        total = monto + impuesto
+        print(f"Pago con transferencia: Monto={monto}, Impuesto={impuesto}, Total={total}")
+    def pagar_qr(self, monto):
+        impuesto = self.impuesto_qr(monto)
+        total = monto + impuesto
+        print(f"Pago con QR: Monto={monto}, Impuesto={impuesto}, Total={total}")
+tienda = Tienda()
+tienda.pagar_tarjeta(100)
+tienda.pagar_transferencia(100)
+tienda.pagar_qr(100)
+```
+
+<iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
+
+---
+
+#### Solución simple
+
+```python
+class Tienda:
+    def calcular_impuesto(self, monto, tasa):
+        return monto * tasa
+    def pagar(self, monto, metodo):
+        tasas = {
+            "tarjeta": 0.05,
+            "transferencia": 0.02,
+            "qr": 0.01
+        }
+        tasa = tasas.get(metodo, 0)
+        impuesto = self.calcular_impuesto(monto, tasa)
+        total = monto + impuesto
+        print(f"Pago con {metodo}: Monto={monto}, Impuesto={impuesto}, Total={total}")
+tienda = Tienda()
+tienda.pagar(100, "tarjeta")
+tienda.pagar(100, "transferencia")
+tienda.pagar(100, "qr")
+```
+
+```bash
+python tienda.py
+```
+
+```text
+Pago con tarjeta: Monto=100, Impuesto=5.0, Total=105.0
+Pago con transferencia: Monto=100, Impuesto=2.0, Total=102.0
+Pago con qr: Monto=100, Impuesto=1.0, Total=101.0
+```
+
+---
+
+#### YAGNI (You Aren't Gonna Need It)
+
+El principio YAGNI enfatiza la importancia de no agregar funcionalidades
+o características que no son necesarias en el momento.
+
+Esto ayuda a evitar la sobreingeniería y a mantener el código simple y enfocado.
+
+---
+
+Se puede resumir en:
+
+- Necesidad: No agregue funcionalidades o características que no son necesarias.
+- Simplicidad: Mantenga el código simple y enfocado en el propósito actual.
+- Eficiencia: Evite la complejidad innecesaria que puede afectar el rendimiento.
+
+---
+
+- Mantenimiento: Un código sin características innecesarias es más fácil de mantener.
+- Claridad: Un código sin características innecesarias es más claro y fácil de entender.
+- Flexibilidad: Un código sin características innecesarias es más flexible y adaptable a cambios futuros.
+
+---
+
+Una forma de aplicarlo es:
+
+- Enfocarse en los requisitos actuales y no en posibles requisitos futuros.
+- Evitar la sobreingeniería y centrarse en lo esencial.
+- Revisar y eliminar características innecesarias durante la refactorización.
+
+---
+
+- Priorizar la simplicidad y claridad del código.
+- Mantener el código enfocado en el propósito actual.
+- Evitar la tentación de agregar características "por si acaso".
+
+---
+#### Ejemplo YAGNI
+
+```text
+Un estudiante esta aprendiendo a sumar dos números, y le dieron
+una calculadora para para que pueda practicar la suma, pero
+la calculadora tiene muchas funciones que no va a usar aún.
+```
+
+```python [1-14|15-20]
+# Característica innecesaria
+class Calculadora:
+    def sumar(self, a, b):
+        return a + b
+    def restar(self, a, b):
+        return a - b
+    def multiplicar(self, a, b):
+        return a * b
+    def dividir(self, a, b):
+        if b == 0:
+            raise ValueError("No se puede dividir por cero")
+        return a / b
+calc = Calculadora()
+print(calc.sumar(5, 7))
+# Solución enfocada
+class Calculadora:
+    def sumar(self, a, b):
+        return a + b
+calc = Calculadora()
+print(calc.sumar(5, 7))
+```
+
+---
+#### Ejercicio 03
+
+```text
+Un profesor necesita una forma sencilla de llevar
+el registro de sus estudiantes, con sus nombres y
+las notas de sus exámenes. Quiere poder calcular 
+fácilmente el promedio de cada estudiante y saber 
+de si ha aprobado o no el curso, 
+con nota mayor a  51, además de tener 
+un resumen claro de sus resultados para mostrárselos.
+Simplifica el código aplicando el principio YAGNI
+```
+
+En el archivo `estudiantes.py` en la carpeta `sesion12`
+
+---
+Realizar los cambios 4 minutos
+
+```python
+class Estudiante:
+    def __init__(self, nombre, notas):
+        self.nombre = nombre
+        self.notas = notas
+
+    self.promedio_cache = None
+
+    def calcular_promedio(self):
+        total = 0
+        for n in self.notas:
+            total += n
+        return total / len(self.notas)
+
+    def mostrar_promedio(self):
+        total = 0
+        for n in self.notas:
+            total += n
+        return f"Promedio de {self.nombre}: {total / len(self.notas)}"
+
+    def aprobo(self):
+        promedio = self.calcular_promedio()
+        return promedio > 50 or promedio == 51
+
+    def mejor_nota(self):
+        return max(self.notas)
+
+    def peor_nota(self):
+        return min(self.notas)
+    def resumen(self):
+        return f"Estudiante: {self.nombre}, Notas: {self.notas}, Promedio: {self.calcular_promedio()}, Aprobado: {self.aprobo()}"
+
+estudiante1 = Estudiante("Ana", [85, 90, 78])
+print(estudiante1.mostrar_promedio())
+print(f"Aprobó: {estudiante1.aprobo()}")
+print(estudiante1.resumen())
+```
+
+<iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
+
+---
+#### Solución simple
+
+```python
+class Estudiante:
+    def __init__(self, nombre, notas):
+        self.nombre = nombre
+        self.notas = notas
+    def calcular_promedio(self):
+        return sum(self.notas) / len(self.notas)
+    def aprobo(self):
+        return self.calcular_promedio() >= 51
+    def resumen(self):
+        mensaje = f"Estudiante: {self.nombre}"
+        mensaje += f", Notas: {self.notas}"
+        mensaje += f", Promedio: {self.calcular_promedio()}"
+        mensaje += f", Aprobado: {self.aprobo()}"
+        return mensaje
+estudiante1 = Estudiante("Ana", [85, 90, 78])
+print(estudiante1.resumen())
+```
+
+```bash
+python estudiantes.py
+```
+```text
+Estudiante: Ana, Notas: [85, 90, 78], Promedio: 84.33333333333333, Aprobado: True
+```
+
+---
+
+#### Resumen
+
+- Python es un lenguaje popular por su facilidad para escribir código y su tipado dinámico, lo que permite flexibilidad pero puede causar errores difíciles de detectar.
+- Las anotaciones de tipo permiten especificar el tipo de datos esperado para variables, parámetros de funciones, valores de retorno y atributos de clases, mejorando la legibilidad y ayudando a detectar errores antes de la ejecución.
+
+---
+
+- Las anotaciones de tipo en Python son opcionales y no afectan el comportamiento del código en tiempo de ejecución, pero son útiles para desarrolladores y herramientas de análisis estático.
+- Existen diferentes estilos para escribir anotaciones, como el uso directo de tipos o el módulo typing, aunque se recomienda el uso directo en versiones recientes.
+
+---
+
+- La documentación es esencial para entender el propósito y funcionamiento del código, y que se puede realizar mediante cadenas de documentación (docstrings) en clases, funciones y métodos.
+- Existen diferentes estilos de documentación en Python, como Google, NumPy y reStructuredText (reST), cada uno con sus ventajas y desventajas, y que es importante elegir uno y ser consistente.
+
+---
+
+- Los principios de desarrollo ayudan a escribir código limpio, mantenible y escalable, proporcionando soluciones a problemas comunes en el desarrollo de software.
+- El principio KISS enfatiza la simplicidad, claridad y eficiencia, evitando la sobreingeniería y manteniendo el código enfocado en lo esencial.
+
+---
+
+- El principio DRY promueve evitar la duplicación de código, fomentando la reutilización y facilitando el mantenimiento.
+- El principio YAGNI recomienda no agregar funcionalidades innecesarias, manteniendo el código simple y enfocado en los requisitos actuales.
+
+---
+
+#### Retos
+
+Crear una carpeta con el nombre "retos_sesion_12" dentro del proyecto en la raíz, en la cual por cada ejercicio debes crear los siguientes archivos:
+
+```bash
+# Estructura de carpetas
+psg-oop-2025/
+    retos_sesion_12/
+        ejercicio_01.md
+        ejercicio_01.py
+        ejercicio_02.md
+        ejercicio_02.py
+```
+
+---
+
+1. Un juego de datos de la suerte, el jugador lanza dos datos y si la suma es 7 o 11 gana, si es 2, 3 o 12 pierde, cualquier otro valor puede volver a lanzar los dados. En un futuro podrías registrar el nombre del jugador y su puntuación más alta.
+
+```markdown
+- Crea el análisis, diagrama de clases y el código.
+- Documenta el código y usa anotaciones de tipo.
+- Utiliza los principios KISS, DRY y YAGNI
+- Utiliza algún estilo de documentación
+```
+
+---
+
+2. Un sistema de gestión de tareas, donde se pueden agregar, eliminar y marcar tareas como completadas. En un futuro podrías agregar fechas de vencimiento y prioridades a las tareas.
+
+```markdown
+Crea el análisis, diagrama de clases y el código.
+Documenta el código y usa anotaciones de tipo.
+Utiliza los principios KISS, DRY y YAGNI
+Utiliza algún estilo de documentación
+```
+
+---
 
+Gracias por Participar del Python Study Group - OOP 2025 🐍
 
+> Un objeto puede ser pequeño, pero bien diseñado puede sostener un sistema entero
 
 ---
 <!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
@@ -585,4 +1057,9 @@ https://ellibrodepython.com/function-annotations
 https://docs.python.org/es/3/howto/annotations.html
 https://pywombat.com/articles/python-annotation
 https://peps.python.org/pep-0484/
-https://peps.python.org/pep-0585/#parameters-to-generics-are-available-at-runtime
\ No newline at end of file
+https://peps.python.org/pep-0585/#parameters-to-generics-are-available-at-runtime
+https://fourweekmba.com/kiss-principle/
+https://medium.com/@curiousraj/the-principles-of-clean-code-dry-kiss-and-yagni-f973aa95fc4d
+https://www.techtarget.com/whatis/definition/DRY-principle
+https://dev.to/ahadalireach/the-dry-principle-50hh
+https://medium.com/@hlfdev/kiss-dry-solid-yagni-a-simple-guide-to-some-principles-of-software-engineering-and-clean-code-05e60233c79f
\ No newline at end of file
diff --git a/index.html b/index.html
index 484c600..15e8c3d 100644
--- a/index.html
+++ b/index.html
@@ -45,7 +45,7 @@ <h6>2025</h6>
 				<a href="content/sesion12">
 					Sesión 12
 					<h4>Buenas prácticas</h4>
-					<h4>Typing, Documentación y Principios</h4>
+					<h4>Anotaciones, Documentación y Principios</h4>
 				</a>
 				<br>
 				<h6>2025</h6>

From 711fc0ff392d9179989a8ecbac2378cd67060000 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sun, 24 Aug 2025 02:21:50 +0000
Subject: [PATCH 07/27] fix: :pencil2: reformat closing message and add
 bibliographic references in Readme.md

---
 content/sesion12/Readme.md | 25 +++++++++++++------------
 1 file changed, 13 insertions(+), 12 deletions(-)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index f0c4532..746e809 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -1018,7 +1018,9 @@ Utiliza algún estilo de documentación
 
 ---
 
-Gracias por Participar del Python Study Group - OOP 2025 🐍
+Gracias por Participar del
+
+🐍 Python Study Group - OOP 2025 🐍
 
 > Un objeto puede ser pequeño, pero bien diseñado puede sostener un sistema entero
 
@@ -1039,6 +1041,16 @@ Repositorio de la Sesión
 <!--.slide: data-visibility="hidden"-->
 ## Bibliografía y Referencias
 
+- [Function Annotations](https://ellibrodepython.com/function-annotations)
+- [Annotations HowTo](https://docs.python.org/es/3/howto/annotations.html)
+- [Python Annotations](https://pywombat.com/articles/python-annotation)
+- [PEP 484](https://peps.python.org/pep-0484/)
+- [PEP 585](https://peps.python.org/pep-0585/#parameters-to-generics-are-available-at-runtime)
+- [KISS Principle](https://fourweekmba.com/kiss-principle/)
+- [Principles of Clean Code: DRY, KISS, and YAGNI](https://medium.com/@curiousraj/the-principles-of-clean-code-dry-kiss-and-yagni-f973aa95fc4d)
+- [DRY Principle](https://www.techtarget.com/whatis/definition/DRY-principle)
+- [The DRY Principle](https://dev.to/ahadalireach/the-dry-principle-50hh)
+- [KISS, DRY, SOLID, YAGNI: A Simple Guide to Some Principles of Software Engineering and Clean Code](https://medium.com/@hlfdev/kiss-dry-solid-yagni-a-simple-guide-to-some-principles-of-software-engineering-and-clean-code-05e60233c79f)
 - [Object Oriented Analysis](https://www.gyata.ai/es/object-oriented-programming/object-oriented-analysis)
 - [DDOO Unidad 1](https://dmd.unadmexico.mx/contenidos/DCEIT/BLOQUE1/DS/02/DDOO/U1/descargables/DDOO_Unidad_1.pdf)
 - [Programación procedural VS orientada a objetos](https://programacionpro.com/programacion-procedural-vs-orientada-a-objetos-diferencias-y-similitudes/)
@@ -1052,14 +1064,3 @@ Repositorio de la Sesión
 - [Objetos en programación](https://ebac.mx/blog/objeto-en-programacion)
 - [Enfoque orientado a objetos](https://1library.co/article/enfoque-orientado-a-objetos-base-te%C3%B3rica.qvld461y)
 - [OOAD](https://www.tutorialspoint.com/object_oriented_analysis_design/ooad_object_oriented_analysis.htm)
-
-https://ellibrodepython.com/function-annotations
-https://docs.python.org/es/3/howto/annotations.html
-https://pywombat.com/articles/python-annotation
-https://peps.python.org/pep-0484/
-https://peps.python.org/pep-0585/#parameters-to-generics-are-available-at-runtime
-https://fourweekmba.com/kiss-principle/
-https://medium.com/@curiousraj/the-principles-of-clean-code-dry-kiss-and-yagni-f973aa95fc4d
-https://www.techtarget.com/whatis/definition/DRY-principle
-https://dev.to/ahadalireach/the-dry-principle-50hh
-https://medium.com/@hlfdev/kiss-dry-solid-yagni-a-simple-guide-to-some-principles-of-software-engineering-and-clean-code-05e60233c79f
\ No newline at end of file

From 8b08cf9694fb681e5cd3ea9a9c5f9144259f7447 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Mon, 25 Aug 2025 01:28:32 +0000
Subject: [PATCH 08/27] fix: :pencil2: update species name in Persona class and
 clarify KISS principle example in Readme.md

---
 content/sesion12/Readme.md | 12 ++++++++++--
 1 file changed, 10 insertions(+), 2 deletions(-)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index 746e809..9759716 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -247,7 +247,7 @@ y atributos de instancia `nombre` y `edad`
 
 ```python
 class Persona:
-    especie: str = "Humano"
+    especie: str = "Homo sapiens"
     def __init__(self, nombre: str, edad: int):
         self.nombre: str = nombre
         self.edad: int = edad
@@ -581,6 +581,14 @@ Una forma de aplicarlo es:
 
 #### Ejemplo KISS
 
+```text
+La primera calculadora de un estudiante sólo sabe
+sumar dos números, tiene una clase SumaDeNumeros 
+con el método operar que realiza la suma.
+Sin embargo, no es muy claro, ni simple.
+Simplifica el código aplicando el principio KISS
+```
+
 ```python [1-11|13-18]
 # Complejidad innecesaria
 class SumaDeNumeros:
@@ -996,7 +1004,7 @@ psg-oop-2025/
 
 ---
 
-1. Un juego de datos de la suerte, el jugador lanza dos datos y si la suma es 7 o 11 gana, si es 2, 3 o 12 pierde, cualquier otro valor puede volver a lanzar los dados. En un futuro podrías registrar el nombre del jugador y su puntuación más alta.
+1. Un juego de dados de la suerte, el jugador lanza dos dados y si la suma es 7 o 11 gana, si es 2, 3 o 12 pierde, cualquier otro valor puede volver a lanzar los dados. En un futuro podrías registrar el nombre del jugador y su puntuación más alta.
 
 ```markdown
 - Crea el análisis, diagrama de clases y el código.

From bdcfcc5db63e4c3c513f01b5d62be687078fc244 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Thu, 13 Nov 2025 03:17:31 +0000
Subject: [PATCH 09/27] Update session 10 README and index files for clarity
 and consistency

---
 content/sesion10/Readme.md  | 301 +++++++++++++++++++-----------------
 content/sesion10/index.html |   6 +-
 index.html                  |   2 +-
 3 files changed, 166 insertions(+), 143 deletions(-)

diff --git a/content/sesion10/Readme.md b/content/sesion10/Readme.md
index edb9e90..771a541 100644
--- a/content/sesion10/Readme.md
+++ b/content/sesion10/Readme.md
@@ -11,49 +11,58 @@
 
 ---
 
-#### VS Code
+### Antes de empezar
 
-Abrimos el proyecto del Study Group
+---
+
+#### Proyecto en VSCode
+
+Abre el proyecto en VSCode
 
 ```bash
 code psg-oop-2025
 ```
 
-Creamos una carpeta llamada `sesion10` dentro del proyecto
+Crea una carpeta con el nombre `sesion10`
 
 ```bash
 mkdir sesion10
 cd sesion10
 ```
 
-Aquí guardaremos los ejemplos de la sesión
+- Los archivos de esta sesión deben estar dentro de esta carpeta
+
+- Al finalizar la sesión, sube los cambios al repositorio en un commit
 
 ---
 
 #### ¿Qué es un patrón de diseño?
 
-Un patron de diseño es una idea o una solución típica para resolver un problema
-que se repite una y otra vez.
+Un patron de diseño es una **idea o solución** típica para resolver un problema
+
+que se repite **una y otra vez**
 
 ---
 
 Los patrones varían en complejidad y propósito y pueden ser clasificados en tres categorías principales:
 
-- **Creacionales**: Se centran en la creación de objetos y clases
-- **Estructurales**: Se centran en la composición de clases y objetos
-- **De Comportamiento**: Se centran en la interacción y responsabilidad entre objetos
+- **Creacionales**: Se centran en la *creación* de objetos y clases
+- **Estructurales**: Se centran en la *composición* de clases y objetos
+- **De Comportamiento**: Se centran en la *interacción y responsabilidad* entre objetos
 
 ---
-Nos enfocaremos en los patrones creacionales, que son los que nos ayudan a
-crear objetos de manera eficiente y flexible.
+
+Nos enfocaremos en los **patrones creacionales**
+
+que son los que nos ayudan a crear objetos de manera eficiente y flexible
 
 ---
 
 #### Patrones Creacionales
 
-Los patrones creacionales son aquellos que se encargan de la creación de objetos
+Son aquellos que se encargan de la **creación** de objetos
 
-Ofrecen enfoques estructurados y reutilizables para crear instancias de clases
+Ofrecen enfoques estructurados y reutilizables para crear **instancias** de clases
 
 los más comunes son:
 
@@ -64,14 +73,15 @@ los más comunes son:
 
 #### Factory
 
-Pertenece al grupo de patrones creacionales
+Llamado
 
-Es como tener una fábrica que crea objetos diferentes según las necesidades
+**"metodo de fábrica"**
 
----
+Es como tener una **fábrica** que crea **objetos diferentes** según las **necesidades**
 
-> "El patrón Factory es como pedir en una cafetería: tú solo dices qué quieres, y alguien más se encarga de prepararlo por ti."
+---
 
+> "El patrón Factory es como pedir en una **cafetería**: tú solo dices qué quieres, y alguien más se encarga de prepararlo por ti."
 
 ---
 
@@ -81,74 +91,70 @@ Es como tener una fábrica que crea objetos diferentes según las necesidades
 
 #### ¿Por qué usar Factory?
 
-- **Flexibilidad**: Permite crear diferentes tipos de objetos sin necesidad de conocer la clase exacta que se va a instanciar.
+- **Flexibilidad**: Permite crear diferentes tipos de objetos sin necesidad de conocer la clase exacta que se va a instanciar
 - **Desacoplamiento**: Separa la lógica de creación de objetos de su uso
 - **Mantenimiento**: Facilita la modificación y extensión del código sin afectar a las clases que lo utilizan
 
----
-
-
-
-
 ---
 #### Ejemplos comunes
 
-**Aplicaciones web y escritorio**
+*Aplicaciones web y escritorio*
 
-- Creación de diferentes tipos de usuarios (administrador, cliente, etc.)
-- Generación de diferentes tipos de reportes (PDF, Excel, etc.)
-- Creación de diferentes tipos de notificaciones (correo electrónico, SMS, etc.)
+- **Creación de tipos de usuarios:** (administrador, cliente, etc.)
+- **Generación de reportes:** (PDF, Excel, etc.)
+- **Creación de notificaciones:** (correo electrónico, SMS, etc.)
 
 ---
 #### Ejemplos comunes
 
-**Juegos y simulaciones**
+*Juegos y simulaciones*
 
-- Creación de diferentes tipos de personajes (guerrero, mago, arquero, etc.)
-- Generación de diferentes tipos de enemigos (zombies, dragones, robots, etc.)
-- Creación de diferentes tipos de vehículos (coche, moto, avión, etc.)
+- **Creación de personajes:** (guerrero, mago, arquero, etc.)
+- **Generación de enemigos:** (zombies, dragones, robots, etc.)
+- **Creación de vehículos:** (coche, moto, avión, etc.)
 
 ---
 
 #### Ejemplos comunes
 
-**Seguridad y autenticación**
+*Seguridad y autenticación*
 
-- Generación de diferentes tipos de autenticación (Google, Facebook, etc.)
-- Generación de diferentes tipos de permisos (lectura, escritura, ejecución, etc.)
-- Creación de diferentes tipos de autenticación biométrica (huella dactilar, reconocimiento facial, etc.)
+- **Generación de autenticación:** (Google, Facebook, GitHub, etc.)
+- **Generación de permisos:** (lectura, escritura, ejecución, etc.)
+- **Creación de autenticación biométrica:** (huella dactilar, reconocimiento facial, etc.)
 
 
 ---
 #### Ejemplos comunes
 
-**IoT y dispositivos inteligentes**
+*IoT y dispositivos inteligentes*
 
-- Estados de diferentes tipos de sensores (temperatura, humedad, luz, etc.)
-- Generación de diferentes tipos de dispositivos (termómetro, cámara, bombilla, etc.)
-- Generación de diferentes tipos de protocolos de comunicación (MQTT, HTTP, etc.)
+- **Estados de sensores:** (temperatura, humedad, luz, etc.)
+- **Generación de dispositivos:** (termómetro, cámara, bombilla, etc.)
+- **Generación de protocolos de comunicación:** (MQTT, HTTP, etc.)
 
 ---
 
 #### Ventajas de usar Factory
 
-- **Reutilización de código**: Permite reutilizar el código de creación de objetos en diferentes partes.
-- **Facilidad de mantenimiento**: Si se necesita cambiar la forma en que se crean los objetos, solo se modifica el Factory.
-- **Escalabilidad**: Facilita la adición de nuevos tipos de objetos sin afectar al código existente.
+- **Reutilización de código**: Permite reutilizar el código de creación de objetos en diferentes partes
+- **Facilidad de mantenimiento**: Si se necesita cambiar la forma en que se crean los objetos, solo se modifica el Factory
+- **Escalabilidad**: Facilita la adición de nuevos tipos de objetos sin afectar al código existente
 
 ---
 
 #### Desventajas de usar Factory
 
-- **Complejidad adicional**: Introduce una capa adicional de abstracción que puede hacer el código más complejo.
-- **Sobrecarga de rendimiento**: En algunos casos, la creación de objetos a través de un Factory puede ser menos eficiente que la creación directa.
-- **Granularidad**: Puede llevar a una sobreabundancia de clases y fábricas si no se gestiona adecuadamente.
+- **Complejidad adicional**: Introduce una capa adicional de abstracción que puede hacer el código más complejo
+- **Sobrecarga de rendimiento**: En algunos casos, la creación de objetos a través de un Factory puede ser menos eficiente que la creación directa
+- **Granularidad**: Puede llevar a una sobreabundancia de clases y fábricas si no se gestiona adecuadamente
 
 ---
+
 #### Diagrama de clases
 
-Lo primero es definir las clases que van a participar en el patrón Factory
-los productos que van a ser creados en la fábrica
+1. definir las clases que van a participar en el patrón Factory
+los productos que van a ser creados
 
 ````
 ```mermaid
@@ -156,15 +162,12 @@ classDiagram
     class Producto {
 	    +usar()
     }
-
     class ProductoA {
 	    +usar()
     }
-
     class ProductoB {
 	    +usar()
     }
-
     Producto <|-- ProductoA
     Producto <|-- ProductoB
 ```
@@ -173,7 +176,7 @@ classDiagram
 ---
 #### Diagrama de clases
 
-Los productos A y B heredan de la clase Producto y serán creados por una fábrica
+Los productos A y B **heredan** de la clase Producto y serán creados por una fábrica
 
 ```mermaid
 %%{init: {"theme": "dark", "look": "handDrawn"  }}%%
@@ -182,23 +185,21 @@ direction LR
     class Producto {
 	    +usar()
     }
-
     class ProductoA {
 	    +usar()
     }
-
     class ProductoB {
 	    +usar()
     }
-
     Producto <|-- ProductoA
     Producto <|-- ProductoB
 ```
+<!--.element class="center-mermaid"-->
 ---
 
 #### Diagrama de clases
 
-Ahora definimos la clase Fábrica y las fábricas concretas que crearán los productos A y B
+2. Ahora definimos la clase **Fábrica** y las fábricas concretas que crearán los productos A y B
 
 ````
 ```mermaid
@@ -206,15 +207,12 @@ classDiagram
     class Fabrica {
 	    +crear()
     }
-
     class FabricaA {
 	    +crear()
     }
-
     class FabricaB {
 	    +crear()
     }
-
     Fabrica <|-- FabricaA
     Fabrica <|-- FabricaB
 ```
@@ -232,24 +230,22 @@ direction LR
     class Fabrica {
 	    +crear()
     }
-
     class FabricaA {
 	    +crear()
     }
-
     class FabricaB {
 	    +crear()
     }
-
     Fabrica <|-- FabricaA
     Fabrica <|-- FabricaB
 ```
+<!--.element class="center-mermaid"-->
+
 ---
 #### Diagrama de clases
 
-Ahora unimos las fábricas con los productos que crean se realiza mediante
-una relación de asociación, donde la fábrica crea productos de tipo Producto
-
+3. Unimos las fábricas con los productos que crean se realiza mediante
+una **relación de asociación**, donde la fábrica crea productos de tipo Producto
 
 ````
 ```mermaid
@@ -257,27 +253,21 @@ classDiagram
     class Producto {
 	    +usar()
     }
-
     class ProductoA {
 	    +usar()
     }
-
     class ProductoB {
 	    +usar()
     }
-
     class Fabrica {
 	    +crear() Producto
     }
-
     class FabricaA {
 	    +crear() Producto
     }
-
     class FabricaB {
 	    +crear() Producto
     }
-
     Producto <|-- ProductoA
     Producto <|-- ProductoB
     Fabrica <|-- FabricaA
@@ -298,86 +288,91 @@ direction LR
     class Producto {
 	    +usar()
     }
-
     class ProductoA {
 	    +usar()
     }
-
     class ProductoB {
 	    +usar()
     }
-
     class Fabrica {
 	    +crear() Producto
     }
-
     class FabricaA {
 	    +crear() Producto
     }
-
     class FabricaB {
 	    +crear() Producto
     }
-
     Producto <|-- ProductoA
     Producto <|-- ProductoB
     Fabrica <|-- FabricaA
     Fabrica <|-- FabricaB
     Fabrica --> Producto
 ```
+<!--.element class="center-mermaid"-->
+
 ---
 
 #### Estructura de Factory en Python
 
-El patron Factory implementa Herencia y polimorfismo conceptos ya vistos en sesiones anteriores
+**Factory** implementa **Herencia** y **polimorfismo** pilares de la programación orientada a objetos
 
-Por lo que la estructura de un Factory se puede ver mejor en un ejemplo práctico
+La estructura de un Factory se puede ver mejor en un ejemplo **práctico**
 
 ---
 
 #### Ejemplo 01
 
+Crear los archivos `cafeteria.md` y `cafeteria.py` en la carpeta `sesion10`
 ```markdown
 Una cafetería prepara Expresos y Cappuccinos,
 el cliente (tú) solo debes pedir el tipo de café que desea
 el barista utilizará las maquinas adecuadas para preparar el café
-Todos los cafes tienen la misma cantidad y se pueden tomar
+Todos los cafes se pueden tomar
 Las cafeteras preparan un tipo de café, después son consumidos
 por el cliente
 Al ingresar salir se termina la ejecución
 ```
 
 
-En el archivo `cafeteria.md` se realizará el análisis y en el archivo `cafeteria.py` se implementará el patrón Factory
+Se implementará el patrón Factory
 
 ---
-#### Análisis
+
+Análisis
 
 ```markdown
+# Análisis
 Requisitos:
-- En la cafetería se preparan dos tipos de café: Expreso y Cappuccino
+- Se preparan dos tipos de café: Expreso y Cappuccino
 - El cliente solo debe pedir el tipo de café que desea
 - Se utiliza la máquina adecuada para cada café
-- Todos los cafés tienen la misma cantidad y se pueden tomar
+- Todos los cafés se pueden tomar
 - Las cafeteras preparan un tipo de café
 - Si se ingresa "salir" se termina la ejecución
 
-
-
 Objetos:
 - Café (Expreso, Cappuccino)
-- Cafetera
+- Cafetera (CafeteraExpreso, CafeteraCappuccino)
 - Barista
 
 Características:
-- Café: cantidad
-- Cafetera: tipo de café que prepara
+- Café: (sin características)
+- Expreso: (Café)
+- Cappuccino: (Café)
+- Cafetera: (sin características)
+- CafeteraExpreso: (Cafetera)
+- CafeteraCappuccino: (Cafetera)
 - Barista: (sin características)
 
 Acciones:
-- Café: tomar()
-- Cafetera: preparar()
-- Barista: (sin acciones)
+- Café: tomar
+- Expreso: tomar
+- Cappuccino: tomar
+- Cafetera: preparar
+- CafeteraExpreso: preparar
+- CafeteraCappuccino: preparar
+- Barista: preparar cafe
 ```
 
 ---
@@ -405,6 +400,7 @@ classDiagram
         +preparar()
     }
     class Barista {
+        +preparar_cafe()
     }
     Cafe <|-- Expreso
     Cafe <|-- Cappuccino
@@ -441,6 +437,7 @@ direction LR
         +preparar()
     }
     class Barista {
+        +preparar_cafe()
     }
     Cafe <|-- Expreso
     Cafe <|-- Cappuccino
@@ -449,6 +446,7 @@ direction LR
     Cafetera --> Cafe
     Barista --> Cafetera
 ```
+<!--.element class="center-mermaid"-->
 
 ---
 #### Implementación en Python
@@ -492,14 +490,13 @@ class Barista:
     def preparar_cafe(self, tipo):
         if tipo == "expreso":
             return CafeteraExpreso().preparar()
-        elif tipo == "cappuccino":
+        if tipo == "cappuccino":
             return CafeteraCappuccino().preparar()
-        else:
-            raise ValueError("❌ Café no disponible. Intente de nuevo")
+        raise ValueError("❌ Café no disponible. Intente de nuevo")
 ```
 
 ---
-Finalmente probamos el patrón Factory siendo nosotros el cliente que pide el café
+Finalmente creamos la lógica donde como clientes pedimos el **café** al barista
 
 ```python
 while True:
@@ -550,10 +547,9 @@ class Barista:
     def preparar_cafe(self, tipo):
         if tipo == "expreso":
             return CafeteraExpreso().preparar()
-        elif tipo == "cappuccino":
+        if tipo == "cappuccino":
             return CafeteraCappuccino().preparar()
-        else:
-            raise ValueError("❌ Café no disponible. Intente de nuevo")
+        raise ValueError("❌ Café no disponible. Intente de nuevo")
 
 # Cliente (No conoce las fábricas, solo pide el café)
 while True:
@@ -572,6 +568,8 @@ while True:
 
 ---
 
+#### Ejecución
+
 ```bash
 python cafeteria.py
 ```
@@ -590,36 +588,39 @@ python cafeteria.py
 ---
 
 En el ejemplo anterior se muestra cómo el patrón Factory
-permite crear diferentes tipos de café sin que el cliente 
+permite **crear diferentes** tipos de café sin que el cliente 
 conozca los detalles de la creación
 
 ---
 
-El único que conoce los detalles de la creación es el Barista
-que utiliza las fábricas adecuadas para preparar el café solicitado
+El único que conoce los detalles de la creación es el **Barista**
+que utiliza las **fábricas adecuadas** para preparar el café solicitado
+
+---
+
+#### Ejercicio para ti (02)
+
+Crea los archivos `juego.md` y `juego.py` en la carpeta `sesion10`
+
+Obtener el *Análisis*
 
 ---
 
-#### Ejemplo 02
 
 ```markdown
 En un juego de rol, los jugadores pueden elegir diferentes
 tipos de armas.
-
 Cuando un jugador solicita un arma, el armero utiliza
-la herramienta adecuada para crearla.
-
+la herramienta adecuada para crearla
 Cada herramienta crea un solo tipo de arma:
-- El martillo crea espadas.
-- La Sierra crea arcos.
-
-Todas las armas pueden usarse para atacar.
-
+- El martillo crea espadas
+- La Sierra crea arcos
+Todas las armas pueden usarse para atacar
 Si el jugador escribe "salir" en lugar de un tipo de arma,
 el programa finaliza.
 ```
 
-Realizar el análisis en `juego.md` en 3 minutos
+3 minutos
 
 <iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
 
@@ -638,32 +639,39 @@ Requisitos:
 
 Objetos:
 - Arma (Espada, Arco)
-- Herramienta
+- Herramienta (Martillo, Sierra)
 - Armero
 
 Características:
 - Arma: (sin características extra)
-- Herramienta: tipo de arma que fabrica
+- Espada: (Arma)
+- Arco: (Arma)
+- Herramienta: (sin características)
+- Martillo: (Herramienta)
+- Sierra: (Herramienta)
 - Armero: (sin características)
 
 Acciones:
 - Arma: atacar()
+- Espada: atacar()
+- Arco: atacar()
 - Herramienta: fabricar()
+- Martillo: fabricar()
+- Sierra: fabricar()
 - Armero: (sin acciones)
 ```
 
 ---
 
-#### Diagrama de clases
+#### Ejercicio para ti (02)
 
+Ahora obtenemos el diseño del *diagrama de clase*
 
-Ahora que tenemos los requisitos, características y acciones podemos definir el diseño
-
-3 minutos
+2 minutos
 
 <iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
 
-Añadir al archivo `juego.md`
+Modifica el archivo `juego.md`
 
 ---
 
@@ -737,22 +745,29 @@ direction LR
     Herramienta --> Arma
     Armero --> Herramienta
 ```
+<!--.element class="center-mermaid"-->
 
 
 ---
 
-#### Implementación de las armas
+#### Ejercicio para ti (02)
 
-Ahora que tenemos el diseño, podemos implementar primero las armas
+Ya tenemos el *análisis y diseño* de la clase
 
-3 minutos
+Ahora podemos **programar**
+
+Modifica el archivo `juego.py`
+
+2 minutos
 
 <iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
 
-Añadir al archivo `juego.py`
+Primero implementamos las armas
 
 ---
 
+Clases de las armas
+
 ```python
 class Arma:
     def atacar(self):
@@ -770,17 +785,13 @@ class Arco(Arma):
 
 ---
 
-#### Implementación de las herramientas
-
-Ya tenemos las armas, ahora implementamos las herramientas que fabrican las armas
-
-Cada herramienta crea un tipo de arma específico
+Segundo implementamos las herramientas que fabrican las armas
 
-3 minutos
+2 minutos
 
 <iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
 
-Añadir al archivo `juego.py`
+Modifica el archivo `juego.py`
 
 ---
 ```python
@@ -801,13 +812,13 @@ class Sierra(Herramienta):
 
 #### Implementación del Armero
 
-Ahora implementamos el Armero que utiliza las herramientas para fabricar las armas
+Tercero implementar el Armero que utiliza las herramientas para fabricar las armas
 
 2 minutos
 
 <iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
 
-Añadir al archivo `juego.py`
+Modifica el archivo `juego.py`
 
 ---
 
@@ -816,17 +827,16 @@ class Armero:
     def fabricar_arma(self, tipo):
         if tipo == "espada":
             return Martillo().fabricar()
-        elif tipo == "arco":
+        if tipo == "arco":
             return Sierra().fabricar()
-        else:
-            raise ValueError("❌ Arma no disponible. Intente de nuevo")
+        raise ValueError("❌ Arma no disponible. Intente de nuevo")
 ```
 
 ---
 
-#### Implementación del juego
+#### Interacción del jugador
 
-Ahora que tenemos el Armero, podemos implementar la lógica del juego donde el jugador solicita un arma
+Ahora que tenemos el Armero, implementar la lógica del juego donde el jugador solicita un arma
 al armero y si ingresa "salir" se termina la ejecución
 
 2 minutos
@@ -883,10 +893,9 @@ class Armero:
     def fabricar_arma(self, tipo):
         if tipo == "espada":
             return Martillo().fabricar()
-        elif tipo == "arco":
+        if tipo == "arco":
             return Sierra().fabricar()
-        else:
-            raise ValueError("❌ Arma no disponible. Intente de nuevo")
+        raise ValueError("❌ Arma no disponible. Intente de nuevo")
 
 while True:
     tipo_arma = input("💬 ¿Qué arma desea? (espada/arco/salir): ")
@@ -903,6 +912,9 @@ while True:
 ```
 
 ---
+
+#### Ejecución
+
 ```bash
 python juego.py
 ```
@@ -919,6 +931,17 @@ python juego.py
 ```
 
 ---
+
+Subimos los avances de la sesión al repositorio en **GitHub**
+
+```bash
+git add .
+git commit -m "Sesión 10"
+git push origin main
+```
+
+---
+
 #### Resumen
 
 - Un patrón de diseño es una solución típica para resolver problemas recurrentes en el desarrollo de software.
diff --git a/content/sesion10/index.html b/content/sesion10/index.html
index a76eb5f..b5023ba 100644
--- a/content/sesion10/index.html
+++ b/content/sesion10/index.html
@@ -3,12 +3,12 @@
 
 <head>
     <meta charset="utf-8">
-    <title>Sesión 01 OOP - Python Study Group</title>
-    <link rel="stylesheet" href="../custom.css">
+    <title>Sesión 10 | Python Study Group | OOP</title>
     <link rel="stylesheet" href="../../dist/reveal.css">
     <link rel="stylesheet" href="../../dist/theme/black.css" id="theme">
-    <link rel="stylesheet" href="../../plugin/highlight/monokai.css">
+    <link rel="stylesheet" href="../../plugin/highlight/atom-one-dark-reasonable.css">
     <link rel="stylesheet" href="../../plugin/pointer/pointer.css" />
+    <link rel="stylesheet" href="../custom.css">
 </head>
 
 <body>
diff --git a/index.html b/index.html
index cafd837..1f2ce12 100644
--- a/index.html
+++ b/index.html
@@ -135,7 +135,7 @@ <h6>2025</h6>
 				<a href="content/sesion10">
 					Sesión 10
 					<h4>Patrones de Diseño</h4>
-					<h4>Factory</h3>
+					<h4>Factory</h4>
 				</a>
 				<br>
 				<h6>2025</h6>

From b92c27eabed1dc730ec36d20ed9ebbe2658ffddc Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sat, 22 Nov 2025 03:33:38 +0000
Subject: [PATCH 10/27] Enhance Factory pattern examples in Readme.md with
 detailed scenarios for ice cream and monster battle simulations

---
 content/sesion10/Readme.md | 144 +++++++++++++++++++++++++++++++------
 1 file changed, 124 insertions(+), 20 deletions(-)

diff --git a/content/sesion10/Readme.md b/content/sesion10/Readme.md
index 771a541..b651d57 100644
--- a/content/sesion10/Readme.md
+++ b/content/sesion10/Readme.md
@@ -985,37 +985,141 @@ psg-oop-2025/
 
 ---
 
-1. Utilizando el patron Factory
+1. Utilizando el patrón **Factory**
 
-```markdown
-En una heladería, los clientes pueden pedir helado de vainilla o chocolate.
-Puedes pedir en cono o en vaso los helados.
-El encargado usa la máquina adecuada para preparar cada sabor.
+En una heladería, los clientes pueden pedir helados de **vainilla** o **chocolate**.  
+Además, pueden elegir si desean su helado en **cono** o en **vaso**.  
+
+El encargado utiliza la **máquina adecuada** para preparar cada sabor:
+
+- La *máquina de vainilla* solo prepara helados de vainilla.  
+- La *máquina de chocolate* solo prepara helados de chocolate.
+
+Todos los helados comparten características en común:  
+- Se pueden **comer**.  
+- Tienen un **envase** (cono o vaso).
+
+El sistema debe permitir al usuario realizar pedidos de helado mediante un **Factory**, y escribir `"salir"` para terminar el proceso.
+
+*(1/4)*
+
+---
+
+- Los helados se representan como:
 
-La máquina de vainilla solo prepara helados de vainilla.
-La máquina de chocolate solo prepara helados de chocolate.
+`"[sabor] 🍦 en [envase]"`
 
-Todos los helados se pueden comer y tienen un envase.
+- El menú de opciones se representa como:
+
+```text
+🍨 Pedidos de Helado 🍨
+1. Vainilla en Cono
+2. Vainilla en Vaso
+3. Chocolate en Cono
+4. Chocolate en Vaso
 Escribe "salir" para terminar.
 ```
 
+*(2/4)*
+
 ---
 
-2. Utilizando el patron Factory
+El sistema debe permitir:
+
+Crear helados mediante una **fábrica**
+
+Representar cada helado en el formato especificado.
+
+Registrar varios pedidos hasta que el usuario escriba "salir".
+
+*(3/4)*
+
+---
+
+Instrucciones:
+
+- Realiza el **análisis** y **diagrama de clases** para las clases `Helado`, `HeladoVainilla`, `HeladoChocolate`, `Maquina`, `MaquinaVainilla`, `MaquinaChocolate` en `ejercicio_01.md`
+- Escribe el código en Python implementando el patrón Factory en `ejercicio_01.py`
+- Prueba varios pedidos de helado para verificar el correcto funcionamiento
+
+*(4/4)*
+
+---
+
+2. Utilizando el patrón **Factory**
+
+Simulador de Batalla de Monstruos
+
+Dos jugadores pueden elegir un **monstruo** para luchar.  
+Cada jugador selecciona uno de los siguientes tipos:
+
+- **Dragón**
+- **Zombi**
+- **Vampiro**
+
+*(1/5)*
+
+---
+
+Cada monstruo tiene fortalezas y debilidades:
 
 ```markdown
-Simulador de batalla de monstruos
-Dos jugadores pueden elegir un monstruo para luchar.
-Cada jugador selecciona un monstruo: dragón, zombi o vampiro.
-Donde cada uno tiene debilidades contra otros monstruos.
-- Dragon: Fuerte contra Zombi, débil contra Vampiro, igual contra Dragón.
-- Zombi: Fuerte contra Vampiro, débil contra Dragón, igual contra Zombi.
-- Vampiro: Fuerte contra Dragón, débil contra Zombi, igual contra Vampiro.
-
-Muestra el resultado de la batalla.
-Si alguno escribir “salir” se termina el juego.
+- Dragón:
+  - Fuerte contra Zombi
+  - Débil contra Vampiro
+  - Igual contra Dragón
+- Zombi:
+  - Fuerte contra Vampiro
+  - Débil contra Dragón
+  - Igual contra Zombi
+- Vampiro:
+  - Fuerte contra Dragón
+  - Débil contra Zombi
+  - Igual contra Vampiro
+```
+
+El simulador debe determinar el **resultado de la batalla** entre los monstruos elegidos, si alguno de los jugadores escribe `"salir"`, el juego termina.
+
+*(2/5)*
+
+---
+
+
+Los monstruos se representan como:
+
+`"[monstruo] 🧟‍♂️ listo para luchar"`
+
+El menú de selección se representa como:
+
+```text
+🧩 Selección de Monstruos 🧩
+Jugador 1: Elige tu monstruo (dragón/zombi/vampiro):
+Jugador 2: Elige tu monstruo (dragón/zombi/vampiro):
+Escribe "salir" para terminar.
 ```
 
+*(3/5)*
+
+---
+
+El sistema debe permitir:
+
+- Crear monstruos mediante una **fábrica**
+- Representar cada monstruo en el formato especificado.
+- Determinar el resultado de la batalla según las fortalezas y debilidades.
+- Registrar varias batallas hasta que un jugador escriba "salir".
+
+*(4/5)*
+
+---
+
+Instrucciones:
+
+- Realiza el **análisis** y **diagrama de clases** para las clases `Monstruo`, `Dragon`, `Zombi`, `Vampiro`, `Spawner`, `SpawnerDragon`, `SpawnerZombi`, `SpawnerVampiro` en `ejercicio_02.md`
+- Escribe el código en Python implementando el patrón Factory en `ejercicio_02.py`
+- Prueba las batallas entre diferentes monstruos para verificar el correcto funcionamiento
+
+*(5/5)*
 
 ---
 <!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
@@ -1026,7 +1130,7 @@ Si alguno escribir “salir” se termina el juego.
 <br>
 <br>
 
-[![GitHub](../../content/github_logo.png) <!-- .element width="20%"-->](https://github.com/python-la-paz/python-study-group-oop/content/sesion10)
+[![GitHub](../../content/github_logo.png) <!-- .element width="20%"-->](https://github.com/python-la-paz/python-study-group-oop/tree/main/content/sesion10)
 
 Repositorio de la Sesión
 

From 5bd9066b4daf18a9948469ae6dfcd2e398032836 Mon Sep 17 00:00:00 2001
From: Tatiana Delgadillo <tai.delgadillo@gmail.com>
Date: Sat, 22 Nov 2025 21:18:10 +0000
Subject: [PATCH 11/27] Update Readme.md with detailed instructions for
 exercises

---
 content/sesion09/Readme.md | 70 ++++++++++++++++++--------------------
 1 file changed, 34 insertions(+), 36 deletions(-)

diff --git a/content/sesion09/Readme.md b/content/sesion09/Readme.md
index b73621e..0cbed83 100644
--- a/content/sesion09/Readme.md
+++ b/content/sesion09/Readme.md
@@ -1252,26 +1252,28 @@ psg-oop-2025/
 
 ---
 
-1. Crea el juego **"Piedra, Papel o Tijera"** utilizando el patrón **Singleton**
-para asegurar que solo exista **una única instancia del juego** en ejecución
+1. Crea el juego **“Piedra, Papel o Tijera”** implementando el patrón de diseño **Singleton**, con el fin de garantizar que exista **una única instancia del juego** en ejecución.  
 
-El juego permite que un jugador compita contra la computadora, la cual elige aleatoriamente entre las tres opciones:
+En esta versión, un jugador compite contra la computadora, la cual selecciona aleatoriamente entre las tres opciones disponibles:  
 
 `Piedra` , `Papel` , `Tijera`
 
-El objetivo es registrar las partidas ganadas por el jugador y por la computadora, manteniendo el control del puntaje dentro de la **única instancia** del juego
+El sistema debe registrar las partidas ganadas tanto por el jugador como por la computadora, manteniendo el control del puntaje dentro de la **única instancia** del juego.  
 
 *(1/3)*
 
 ---
 
-Crea la clase `PiedraPapelTijera` implementando el patrón **Singleton**
-Debe incluir:
+Implementa la clase **`PiedraPapelTijera`** aplicando el patrón de diseño **Singleton**, asegurando que exista **una única instancia del juego** durante toda la ejecución.  
+
+La clase debe incluir los siguientes métodos:  
+
+- **`iniciarPartida()`** → Permite jugar una ronda contra la computadora, que selecciona aleatoriamente entre `Piedra`, `Papel` o `Tijera`.  
+- **`mostrarPuntaje()`** → Muestra el puntaje acumulado del jugador y de la computadora.  
+- **`reiniciarJuego()`** → Restablece los puntajes a cero.  
+
+Además, se debe implementar un **menú interactivo en consola** con las siguientes opciones:  
 
-- Un método para **iniciar una partida**
-- Un método para **mostrar el puntaje actual**
-- Un método para **reiniciar el juego** (puntajes en cero)
-- Un **menú interactivo en consola** que permita:
 ```markdown
 1. Iniciar una nueva partida
 2. Mostrar puntajes
@@ -1283,39 +1285,35 @@ Debe incluir:
  
 ---
 
-Realiza el **análisis** y el **diagrama de clases** para la clase `PiedraPapelTijera` en el archivo `ejercicio_04.md`
-
-Escribe el código Python en el archivo `ejercicio_04.py`
-
-- Asegúrate de que las clases incluyan *atributos* y *métodos* coherentes con su propósito
- 
+- Elabora el **análisis** y el **diagrama de clases** de la clase `PiedraPapelTijera` en el archivo `ejercicio_01.md`.  
+- Implementa el código en **Python** dentro del archivo `ejercicio_01.py`.
+- Asegúrate de que la clase incluya **atributos** y **métodos** coherentes con su propósito.  
 - Utiliza buenas prácticas de *nomenclatura*, *encapsulamiento* y *legibilidad*
-
-- Prueba el juego en la consola para verificar su correcto funcionamiento
+- Prueba el juego en la consola para verificar su correcto funcionamiento antes de enviar tu solución
 
 *(3/3)*
 
 ---
 
-2. Un DJ necesita una nueva consola de mezcla `BeatBox` que permita mezclar pistas de audio en tiempo real
-Utiliza el patrón **Singleton** para asegurar que solo exista una única instancia de la consola de mezcla en ejecución
-La consola debe permitir:
-- Seleccionar pista de audio
-- Subir y bajar volumen
-- Mostrar el estado actual de la consola (pista seleccionada y volumen)
-- Puede aplicar un efecto de sonido a la vez (eco, reverb, distorsión)
+2. Un DJ requiere una nueva consola de mezcla llamada **`BeatBox`**, capaz de mezclar pistas de audio en tiempo real.  
+Para garantizar que exista **una única instancia de la consola en ejecución**, se debe implementar el patrón de diseño **Singleton**.  
+La consola debe permitir:  
+- **Seleccionar una pista de audio**  
+- **Ajustar el volumen** (subir o bajar)  
+- **Mostrar el estado actual** de la consola (pista seleccionada y nivel de volumen)  
+- **Aplicar un único efecto de sonido a la vez**, entre las opciones: `eco`, `reverb` o `distorsión`  
 
 *(1/3)*
 
 ---
 
-Crea la clase `BeatBox` implementando el patrón **Singleton**
-Debe incluir:
-- Un método para **seleccionar pista de audio**
-- Un método para **ajustar el volumen**
-- Un método para **aplicar un efecto de sonido**
-- Un método para **mostrar el estado actual** de la consola
-- Un **menú interactivo en consola** que permita:
+Crea la clase **`BeatBox`** implementando el patrón de diseño **Singleton**, de manera que exista **una única instancia de la consola de mezcla** durante la ejecución.  
+La clase debe incluir los siguientes métodos:  
+- **`seleccionar_pista()`** → Permite elegir una pista de audio.  
+- **`ajustar_volumen()`** → Permite subir o bajar el volumen.  
+- **`aplicar_efecto()`** → Aplica un efecto de sonido (eco, reverb o distorsión).  
+- **`mostrar_estado()`** → Muestra el estado actual de la consola (pista seleccionada y nivel de volumen).  
+El programa debe ofrecer un menú con las siguientes opciones:  
 ```markdown
 1. Ingresar el nombre de la pista de audio
 2. Ajustar volumen
@@ -1328,11 +1326,11 @@ Debe incluir:
 
 ---
 
-Realiza el **análisis** y el **diagrama de clases** para la clase `BeatBox` en el archivo `ejercicio_05.md`
-Escribe el código Python en el archivo `ejercicio_05.py`
-- Asegúrate de que las clases incluyan *atributos* y *métodos* coherentes con su propósito
+- Realiza el **análisis** y el **diagrama de clases** para la clase `BeatBox` en el archivo `ejercicio_02.md`
+- Implementa el código en **Python** dentro del archivo`ejercicio_02.py`
+- Asegúrate de que la clase incluya **atributos** y **métodos** coherentes con su propósito.  
 - Utiliza buenas prácticas de *nomenclatura*, *encapsulamiento* y *legibilidad*
-- Prueba la consola de mezcla en la consola para verificar su correcto funcionamiento
+- Prueba el juego en la consola para verificar su correcto funcionamiento antes de enviar tu solución
 
 *(3/3)*
 

From aa623e467ac8260a77824ecd045bccbd7a8d6a91 Mon Sep 17 00:00:00 2001
From: Tatiana Delgadillo <tai.delgadillo@gmail.com>
Date: Sat, 22 Nov 2025 17:21:07 -0400
Subject: [PATCH 12/27] Update content/sesion09/Readme.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 content/sesion09/Readme.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/content/sesion09/Readme.md b/content/sesion09/Readme.md
index 0cbed83..a9a8bf7 100644
--- a/content/sesion09/Readme.md
+++ b/content/sesion09/Readme.md
@@ -1327,7 +1327,7 @@ El programa debe ofrecer un menú con las siguientes opciones:
 ---
 
 - Realiza el **análisis** y el **diagrama de clases** para la clase `BeatBox` en el archivo `ejercicio_02.md`
-- Implementa el código en **Python** dentro del archivo`ejercicio_02.py`
+- Implementa el código en **Python** dentro del archivo `ejercicio_02.py`
 - Asegúrate de que la clase incluya **atributos** y **métodos** coherentes con su propósito.  
 - Utiliza buenas prácticas de *nomenclatura*, *encapsulamiento* y *legibilidad*
 - Prueba el juego en la consola para verificar su correcto funcionamiento antes de enviar tu solución

From f546b0be164de59dc67804aa2be54abc992f0e55 Mon Sep 17 00:00:00 2001
From: Tatiana Delgadillo <tai.delgadillo@gmail.com>
Date: Sat, 22 Nov 2025 21:34:23 +0000
Subject: [PATCH 13/27] Update Readme.md with detailed instructions for the
 Singleton pattern exercises

---
 content/sesion09/Readme.md | 43 +++++++++++++++++++++-----------------
 1 file changed, 24 insertions(+), 19 deletions(-)

diff --git a/content/sesion09/Readme.md b/content/sesion09/Readme.md
index a9a8bf7..20faaf7 100644
--- a/content/sesion09/Readme.md
+++ b/content/sesion09/Readme.md
@@ -1201,7 +1201,7 @@ git commit -m "Sesión 09"
 git push origin main
 ```
 
----    
+---
 
 #### Resumen
 
@@ -1252,25 +1252,28 @@ psg-oop-2025/
 
 ---
 
-1. Crea el juego **“Piedra, Papel o Tijera”** implementando el patrón de diseño **Singleton**, con el fin de garantizar que exista **una única instancia del juego** en ejecución.  
-
+1. Crea el juego **Piedra, Papel o Tijera** implementando el patrón de diseño **Singleton**
 En esta versión, un jugador compite contra la computadora, la cual selecciona aleatoriamente entre las tres opciones disponibles:  
 
 `Piedra` , `Papel` , `Tijera`
 
-El sistema debe registrar las partidas ganadas tanto por el jugador como por la computadora, manteniendo el control del puntaje dentro de la **única instancia** del juego.  
+Se debe registrar las partidas ganadas tanto por el jugador como por la computadora, manteniendo el control del puntaje dentro de la **única instancia** del juego.  
 
-*(1/3)*
+*(1/4)*
 
 ---
 
-Implementa la clase **`PiedraPapelTijera`** aplicando el patrón de diseño **Singleton**, asegurando que exista **una única instancia del juego** durante toda la ejecución.  
+Implementa la clase **PiedraPapelTijera** aplicando el patrón de diseño **Singleton**, asegurando que exista **una única instancia del juego** durante toda la ejecución.  
 
 La clase debe incluir los siguientes métodos:  
 
-- **`iniciarPartida()`** → Permite jugar una ronda contra la computadora, que selecciona aleatoriamente entre `Piedra`, `Papel` o `Tijera`.  
-- **`mostrarPuntaje()`** → Muestra el puntaje acumulado del jugador y de la computadora.  
-- **`reiniciarJuego()`** → Restablece los puntajes a cero.  
+- `iniciarPartida()`: Permite jugar una ronda contra la computadora
+- `mostrarPuntaje()`: Muestra el puntaje acumulado del jugador y de la computadora.  
+- `reiniciarJuego()`: Restablece los puntajes a cero.  
+
+*(2/4)*
+
+---
 
 Además, se debe implementar un **menú interactivo en consola** con las siguientes opciones:  
 
@@ -1281,38 +1284,40 @@ Además, se debe implementar un **menú interactivo en consola** con las siguien
 4. Salir
 ```
 
-*(2/3)*
+*(3/4)*
  
 ---
 
 - Elabora el **análisis** y el **diagrama de clases** de la clase `PiedraPapelTijera` en el archivo `ejercicio_01.md`.  
 - Implementa el código en **Python** dentro del archivo `ejercicio_01.py`.
-- Asegúrate de que la clase incluya **atributos** y **métodos** coherentes con su propósito.  
-- Utiliza buenas prácticas de *nomenclatura*, *encapsulamiento* y *legibilidad*
 - Prueba el juego en la consola para verificar su correcto funcionamiento antes de enviar tu solución
 
-*(3/3)*
+*(4/4)*
 
 ---
 
-2. Un DJ requiere una nueva consola de mezcla llamada **`BeatBox`**, capaz de mezclar pistas de audio en tiempo real.  
-Para garantizar que exista **una única instancia de la consola en ejecución**, se debe implementar el patrón de diseño **Singleton**.  
+2. Un DJ requiere una nueva consola de mezcla llamada **`BeatBox`**, capaz de mezclar pistas de audio en tiempo real.   
 La consola debe permitir:  
 - **Seleccionar una pista de audio**  
 - **Ajustar el volumen** (subir o bajar)  
 - **Mostrar el estado actual** de la consola (pista seleccionada y nivel de volumen)  
 - **Aplicar un único efecto de sonido a la vez**, entre las opciones: `eco`, `reverb` o `distorsión`  
 
-*(1/3)*
+*(1/4)*
 
 ---
 
-Crea la clase **`BeatBox`** implementando el patrón de diseño **Singleton**, de manera que exista **una única instancia de la consola de mezcla** durante la ejecución.  
+Crea la clase **`BeatBox`** implementando el patrón de diseño **Singleton**
 La clase debe incluir los siguientes métodos:  
 - **`seleccionar_pista()`** → Permite elegir una pista de audio.  
 - **`ajustar_volumen()`** → Permite subir o bajar el volumen.  
 - **`aplicar_efecto()`** → Aplica un efecto de sonido (eco, reverb o distorsión).  
 - **`mostrar_estado()`** → Muestra el estado actual de la consola (pista seleccionada y nivel de volumen).  
+
+*(24)*
+
+---
+
 El programa debe ofrecer un menú con las siguientes opciones:  
 ```markdown
 1. Ingresar el nombre de la pista de audio
@@ -1322,7 +1327,7 @@ El programa debe ofrecer un menú con las siguientes opciones:
 5. Salir
 ```
 
-*(2/3)*
+*(3/4)*
 
 ---
 
@@ -1332,7 +1337,7 @@ El programa debe ofrecer un menú con las siguientes opciones:
 - Utiliza buenas prácticas de *nomenclatura*, *encapsulamiento* y *legibilidad*
 - Prueba el juego en la consola para verificar su correcto funcionamiento antes de enviar tu solución
 
-*(3/3)*
+*(4/4)*
 
 ---
 

From cdda5324ef6b6a4e73c6f881655fd37c7723c47b Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sat, 29 Nov 2025 00:45:19 -0400
Subject: [PATCH 14/27] Update content/sesion10/Readme.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 content/sesion10/Readme.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/content/sesion10/Readme.md b/content/sesion10/Readme.md
index b651d57..c86a66c 100644
--- a/content/sesion10/Readme.md
+++ b/content/sesion10/Readme.md
@@ -38,7 +38,7 @@ cd sesion10
 
 #### ¿Qué es un patrón de diseño?
 
-Un patron de diseño es una **idea o solución** típica para resolver un problema
+Un patrón de diseño es una **idea o solución** típica para resolver un problema
 
 que se repite **una y otra vez**
 

From 848656c98b11f5525d38d71149f0f0e4864e91b4 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sat, 29 Nov 2025 00:45:28 -0400
Subject: [PATCH 15/27] Update content/sesion10/Readme.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 content/sesion10/Readme.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/content/sesion10/Readme.md b/content/sesion10/Readme.md
index c86a66c..d45edaf 100644
--- a/content/sesion10/Readme.md
+++ b/content/sesion10/Readme.md
@@ -327,7 +327,7 @@ Crear los archivos `cafeteria.md` y `cafeteria.py` en la carpeta `sesion10`
 ```markdown
 Una cafetería prepara Expresos y Cappuccinos,
 el cliente (tú) solo debes pedir el tipo de café que desea
-el barista utilizará las maquinas adecuadas para preparar el café
+el barista utilizará las máquinas adecuadas para preparar el café
 Todos los cafes se pueden tomar
 Las cafeteras preparan un tipo de café, después son consumidos
 por el cliente

From a0a5ef12468da32c2ec26d61d14d86486d8f37e6 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sat, 29 Nov 2025 00:46:20 -0400
Subject: [PATCH 16/27] Update content/sesion10/Readme.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 content/sesion10/Readme.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/content/sesion10/Readme.md b/content/sesion10/Readme.md
index d45edaf..f821a7b 100644
--- a/content/sesion10/Readme.md
+++ b/content/sesion10/Readme.md
@@ -737,6 +737,7 @@ direction LR
         +fabricar()
     }
     class Armero {
+        +fabricar_arma()
     }
     Arma <|-- Espada
     Arma <|-- Arco

From 337f2688c8d4b2eee5f412db6bf06d6cedc3a1b7 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sat, 29 Nov 2025 00:46:58 -0400
Subject: [PATCH 17/27] Update content/sesion10/Readme.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 content/sesion10/Readme.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/content/sesion10/Readme.md b/content/sesion10/Readme.md
index f821a7b..bf24b28 100644
--- a/content/sesion10/Readme.md
+++ b/content/sesion10/Readme.md
@@ -1148,5 +1148,5 @@ Repositorio de la Sesión
 - [Guía PEP 8](https://peps.python.org/pep-0008/#class-names)
 - [Mermaid Charts](https://www.mermaidchart.com/play)
 - [Draw.io](https://app.diagrams.net/)
-- [Python 3 Object-oriented Programming, Second Edition, Dusty PhillipsDusty Phillips](https://github.com/PacktPublishing/Python-3-Object-Oriented-Programming-Second-Edition)
+- [Python 3 Object-oriented Programming, Second Edition, Dusty Phillips](https://github.com/PacktPublishing/Python-3-Object-Oriented-Programming-Second-Edition)
 

From 93d71bc8b8b3a4382258bcb33271a60b65abf122 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sat, 29 Nov 2025 00:47:54 -0400
Subject: [PATCH 18/27] =?UTF-8?q?Update=20link=20from=20Sesi=C3=B3n=2009?=
 =?UTF-8?q?=20to=20Sesi=C3=B3n=2010?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 index.html | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/index.html b/index.html
index 11528bb..2c0ebff 100644
--- a/index.html
+++ b/index.html
@@ -160,10 +160,10 @@ <h6>2025</h6>
 				<br>
 				<br>
 				<br>
-				<a href="content/sesion09">
-					Sesión 09
+				<a href="content/sesion10">
+					Sesión 10
 					<h4>Patrones de Diseño</h4>
-					<h4>Singleton</h4>
+					<h4>Factory</h4>
 				</a>
 				<br>
 				<h6>2025</h6>
@@ -199,4 +199,4 @@ <h6>2025</h6>
 	</script>
 </body>
 
-</html>
\ No newline at end of file
+</html>

From 3436ed1bcbf485e3c56eb6d476a13482afbb35cf Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Wed, 3 Dec 2025 06:00:26 +0000
Subject: [PATCH 19/27] =?UTF-8?q?Refactorizaci=C3=B3n=20del=20README=20de?=
 =?UTF-8?q?=20la=20Sesi=C3=B3n=2011=20y=20actualizaci=C3=B3n=20del=20HTML?=
 =?UTF-8?q?=20para=20mejorar=20la=20estructura=20y=20estilo?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 content/sesion10/Readme.md  |  12 +-
 content/sesion11/Readme.md  | 662 +++++++++++++++++++++++-------------
 content/sesion11/index.html |   6 +-
 3 files changed, 428 insertions(+), 252 deletions(-)

diff --git a/content/sesion10/Readme.md b/content/sesion10/Readme.md
index bf24b28..356bcc0 100644
--- a/content/sesion10/Readme.md
+++ b/content/sesion10/Readme.md
@@ -996,13 +996,17 @@ El encargado utiliza la **máquina adecuada** para preparar cada sabor:
 - La *máquina de vainilla* solo prepara helados de vainilla.  
 - La *máquina de chocolate* solo prepara helados de chocolate.
 
+*(1/5)*
+
+---
+
 Todos los helados comparten características en común:  
 - Se pueden **comer**.  
 - Tienen un **envase** (cono o vaso).
 
 El sistema debe permitir al usuario realizar pedidos de helado mediante un **Factory**, y escribir `"salir"` para terminar el proceso.
 
-*(1/4)*
+*(2/5)*
 
 ---
 
@@ -1021,7 +1025,7 @@ El sistema debe permitir al usuario realizar pedidos de helado mediante un **Fac
 Escribe "salir" para terminar.
 ```
 
-*(2/4)*
+*(3/5)*
 
 ---
 
@@ -1033,7 +1037,7 @@ Representar cada helado en el formato especificado.
 
 Registrar varios pedidos hasta que el usuario escriba "salir".
 
-*(3/4)*
+*(4/5)*
 
 ---
 
@@ -1043,7 +1047,7 @@ Instrucciones:
 - Escribe el código en Python implementando el patrón Factory en `ejercicio_01.py`
 - Prueba varios pedidos de helado para verificar el correcto funcionamiento
 
-*(4/4)*
+*(5/5)*
 
 ---
 
diff --git a/content/sesion11/Readme.md b/content/sesion11/Readme.md
index a2ad629..38dcaa1 100644
--- a/content/sesion11/Readme.md
+++ b/content/sesion11/Readme.md
@@ -11,106 +11,118 @@
 
 ---
 
-#### VS Code
+### Antes de empezar
 
-Abrimos el proyecto del Study Group
+---
+
+#### Proyecto en VSCode
+
+Abre el proyecto en VSCode
 
 ```bash
 code psg-oop-2025
 ```
 
-Creamos una carpeta llamada `sesion11` dentro del proyecto
+Crea una carpeta con el nombre `sesion11`
 
 ```bash
 mkdir sesion11
 cd sesion11
 ```
 
-Aquí guardaremos los ejemplos de la sesión
+- Los archivos de esta sesión deben estar dentro de esta carpeta
+
+- Al finalizar la sesión, sube los cambios al repositorio en un commit
 
 ---
 
 #### Introducción a la refactorización
 
-La refactorización es el proceso de mejorar el código existente sin cambiar su funcionalidad externa.
+La refactorización es el proceso de mejorar el código existente sin cambiar su **funcionalidad** externa
 
 ---
 
 #### ¿Por qué refactorizar?
 
-- Mejora la legibilidad del código.
-- Facilita el mantenimiento y la evolución del software.
-- Reduce la complejidad y el riesgo de errores.
+- Mejora la **legibilidad** del código
+- Facilita el **mantenimiento** y la evolución del software
+- Reduce la **complejidad** y el riesgo de errores
 
 ---
 
 #### ¿Qué implica la refactorización?
 
-- Reorganizar el código en módulos y clases.
-- Eliminar código duplicado.
-- Renombrar variables y funciones para que sean más descriptivas.
-- Dividir funciones grandes en funciones más pequeñas y manejables.
+- *Reorganizar* el código en módulos y clases
+- *Eliminar* código duplicado
+- *Renombrar* variables y funciones para que sean más descriptivas
+- *Dividir* funciones grandes en funciones más pequeñas y manejables
 
 ---
 
 #### Reorganización del código
 
-En python se puede organizar el código en archivos y carpetas para mejorar la estructura del proyecto.
+En python se puede organizar el código en **archivos y carpetas** para mejorar la estructura del proyecto
 
 ![Estructura de carpetas](./img/folders.png) <!-- .element width="25%"-->
 
 ---
 
-En lugar de tener un archivo gigante con todo el código, podemos dividirlo en varios archivos y carpetas.
+En lugar de tener un *archivo gigante* con todo el código, podemos dividirlo en **varios archivos** y carpetas
 
 ---
 
 #### Buenas prácticas de organización
 
-- Utilizar nombres descriptivos para archivos y carpetas.
-- Agrupar archivos relacionados en carpetas.
-- Mantener una estructura coherente en todo el proyecto.
+- Utilizar **nombres descriptivos** para archivos y carpetas
+- **Agrupar** archivos relacionados en carpetas
+- **Mantener una estructura** coherente en todo el proyecto
 
 ---
 
-En Python se recomienda seguir la convención de nombres PEP 8:
+En Python se recomienda seguir la convención [PEP 8](https://peps.python.org/pep-0008/)
 
-```markdown
-- Clases: `CamelCase` (ejemplo: `MiClase`)
-- Funciones y variables: `snake_case` (ejemplo: `mi_funcion`)
-- Constantes: `UPPER_CASE` (ejemplo: `MI_CONSTANTE`)
-- Archivos y carpetas: `snake_case` (ejemplo: `mi_archivo.py`)
-- Módulos y paquetes: `snake_case` (ejemplo: `mi_modulo`)
-````
+| Elemento              | Convención | Ejemplo                        |
+| --------------------- | ---------- | ------------------------------ |
+| Clases                | CamelCase  | `MiClase`                      |
+| Funciones y variables | snake_case | `mi_funcion`, `mi_variable`    |
+| Constantes            | UPPER_CASE | `MI_CONSTANTE`                 |
+| Archivos y carpetas   | snake_case | `mi_archivo.py`, `mi_carpeta/` |
+| Módulos y paquetes    | snake_case | `mi_modulo`                    |
 
 ---
 
 #### Ejemplo 01 
 
 ```markdown
-Juega "Piedra, Papel o Tijera" con un jugador y una computadora.
-Ingresa tu nombre y elige entre piedra, papel o tijera.
+Juega "Piedra, Papel o Tijera" con un jugador y una computadora
+Ingresa el nombre del jugador y elige piedra, papel o tijera
 La computadora hará su elección al azar
-y se determinará el ganador según las reglas del juego.
-Cuenta con un menú para 1. jugar o 2. salir.
+y se determinará el ganador según las reglas del juego
+Puede jugar varias rondas hasta que el jugador decida salir
+El juego esta compuesto por ambos jugadores
+Cuenta con un menú
+
+1. jugar 
+2. salir
 ```
 
-Crearemos un archivo llamado `juego.py` con la lógica del juego.
-y el análisis y diagrama en el archivo `juego.md`
+Crearemos un archivo llamado `juego.md` con el **análisis y diagrama**
+y el archivo `juego.py` con la **lógica** del juego
 
 ---
 
-#### Análisis
+Análisis
 
 ```markdown
 Requisitos:
-- El jugador debe ingresar su nombre.
-- El jugador debe elegir entre piedra, papel o tijera.
-- La computadora debe elegir al azar entre piedra, papel o tijera.
-- El juego debe determinar el ganador según las reglas del juego.
-- El juego debe mostrar el resultado de cada partida.
-- El juego debe permitir al jugador jugar varias partidas.
-- El juego debe tener un menú para jugar o salir.
+- El jugador debe ingresar su nombre
+- El jugador debe elegir entre piedra, papel o tijera
+- La computadora debe elegir al azar entre piedra, papel o tijera
+- El juego debe determinar el ganador según las reglas del juego
+- El juego debe mostrar el resultado de cada partida
+- El juego debe permitir al jugador jugar varias partidas
+- El juego debe tener un menú para jugar o salir
+- El juego esta compuesto por ambos jugadores (Jugador y Computadora)
 
 Objetos:
 - Jugador
@@ -118,69 +130,81 @@ Objetos:
 - Juego
 
 Características:
-- Jugador: (nombre)
-- Computadora: (nombre)
-- Juego: (jugador, computadora)
+- Jugador:
+    - nombre
+- Computadora:
+    - nombre
+- Juego: 
+    - jugador
+    - computadora
 
 Acciones:
-- Jugador: elegir()
-- Computadora: elegir()
-- Juego: jugar(), determinar_ganador()
+- Jugador:
+    - elegir
+- Computadora:
+    - elegir
+- Juego:
+    - jugar
+    - determinar ganador
 ```
 
 ---
-#### Diagrama de clases
+
+Diagrama de clases en Mermaid
 
 ````
 ```mermaid
-%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
 classDiagram
-direction LR
     class Jugador {
-        +nombre
+        +nombre: string
         +elegir()
     }
     class Computadora {
-        +nombre
+        +nombre: string
         +elegir()
     }
     class Juego {
-        +determinar_ganador(jugador, computadora)
+        +jugador: Jugador
+        +computadora: Computadora
+        +determinar_ganador(eleccion_jugador, eleccion_cpu)
         +jugar()
     }
-    Jugador --* Juego
-    Computadora --* Juego
+    Juego *-- Jugador
+    Juego *-- Computadora
 ```
 ````
 
 ---
-#### Diagrama de clases
+
+Diagrama de clases en Mermaid
 
 ```mermaid
 %%{init: {"theme": "dark", "look": "handDrawn"  }}%%
 classDiagram
-direction LR
     class Jugador {
-        +nombre
+        +nombre: string
         +elegir()
     }
     class Computadora {
-        +nombre
+        +nombre: string
         +elegir()
     }
     class Juego {
-        +determinar_ganador(jugador, computadora)
+        +jugador: Jugador
+        +computadora: Computadora
+        +determinar_ganador(eleccion_jugador, eleccion_cpu)
         +jugar()
     }
-    Jugador --* Juego
-    Computadora --* Juego
+    Juego *-- Jugador
+    Juego *-- Computadora
 ```
+<!--.element class="center-mermaid"-->
 
 ---
 
 Código del juego de Piedra, Papel o Tijera
 
-```python
+```python [1|2-11|13-18|20-45|47-65]
 import random
 
 class Jugador:
@@ -193,7 +217,6 @@ class Jugador:
             eleccion = input("Opción inválida. Intenta de nuevo: ").lower()
         return eleccion
 
-
 class Computadora:
     def __init__(self):
         self.nombre = "Computadora"
@@ -201,7 +224,6 @@ class Computadora:
     def elegir(self):
         return random.choice(["piedra", "papel", "tijera"])
 
-
 class Juego:
     def __init__(self, jugador, computadora):
         self.jugador = jugador
@@ -251,10 +273,46 @@ while True:
 ```
 
 ---
-Vamos ahora a reorganizar el juego en una estructura de archivos dentro
-de una carpeta llamada `juego`.
 
-Donde primero separaremos las partes del juego en diferentes archivos:
+Probamos el juego para asegurarnos que funciona **correctamente**
+
+```bash
+python juego.py
+```
+
+```text
+🎮 Bienvenido al juego de Piedra, Papel o Tijera
+Introduce tu nombre: Jhon
+--- Menú ---
+1. Jugar
+2. Salir
+Elige una opción: 1
+Jhon, elige piedra, papel o tijera: piedra
+Jhon eligió: piedra
+Computadora eligió: tijera
+Jhon gana!
+--- Menú ---
+1. Jugar
+2. Salir
+Elige una opción: 2
+¡Gracias por jugar! 👋
+```
+
+---
+
+**Reorganizaremos** el juego en archivos dentro de una carpeta llamada `juego`
+
+Donde primero separaremos las partes del juego en diferentes archivos
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+graph TD;
+    A["📄 juego.py"]
+    B["📕 juego.md"] 
+```
+<!-- .element class="center-mermaid"-->
+
+⬇
 
 ```mermaid
 %%{init: {"theme": "dark", "look": "handDrawn"  }}%%
@@ -271,16 +329,18 @@ graph TD;
     A --> E
     A --> F
 ```
+<!-- .element class="center-mermaid"-->
 
 ---
-#### 1: Crear la carpeta y los archivos
 
-Vamos a crear la carpeta `juego` y los archivos vacíos necesarios para el juego.
+#### 1. Crear la carpeta y los archivos
+
+**Crear** la carpeta `juego` y los archivos vacíos dentro
 
 ```markdown
 Con `mkdir` creamos la carpeta
 Con `cd` entramos a la carpeta
-Con `touch` creamos los archivos 
+Con `touch` creamos los archivos vacíos
 Con `tree` vemos la estructura de carpetas y archivos
 ```
 
@@ -303,7 +363,7 @@ tree
 
 ---
 
-Movemos el archivo `juego.md` a la carpeta `juego` para mantener todo organizado:
+**Mover** el archivo `juego.md` a la carpeta `juego` para mantener todo organizado
 
 ```markdown
 Con `cd ..` volvemos a la carpeta anterior
@@ -314,7 +374,7 @@ Con `tree` vemos la estructura de carpetas y archivos
 
 ```bash
 cd ..
-mv juego.md juego/
+mv juego.md juego
 cd juego
 tree
 ```
@@ -333,11 +393,11 @@ tree
 
 ---
 
-#### 2: Llenar los archivos con el código correspondiente
+#### 2. Llenar los archivos con el código
 
-Ya con la estructura creada, vamos a llenar cada archivo con el código correspondiente.
+Ya con la estructura creada, **llenar** cada archivo con el código correspondiente
 
-Primero, el archivo `jugador.py` contendrá la clase `Jugador`:
+El archivo `jugador.py` contendrá la clase `Jugador`
 
 ```python
 # jugador.py
@@ -353,7 +413,10 @@ class Jugador:
 
 ---
 
-Luego, el archivo `computadora.py` contendrá la clase `Computadora`:
+El archivo `computadora.py` contendrá la clase `Computadora`
+
+
+**Importamos** el módulo `random` porque el método `elegir` de la clase `Computadora` utiliza la función `choice` de este módulo para seleccionar una opción al azar
 
 ```python
 # computadora.py
@@ -366,12 +429,10 @@ class Computadora:
         return random.choice(["piedra", "papel", "tijera"])
 ```
 
-En el caso de computadora, importamos el módulo `random` porque 
-el método `elegir` de la clase `Computadora` utiliza la función `choice` de este módulo para seleccionar una opción al azar.
 
 ---
 
-Luego, el archivo `juego.py` quedaría así
+En el archivo `juego.py` **copiar** la clase `Juego`
 
 ```python
 # juego.py
@@ -405,20 +466,20 @@ class Juego:
 
 ---
 
-Finalmente, el archivo `main.py` contendrá la lógica para iniciar el juego:
+Por último, el archivo `main.py` contendrá la lógica para iniciar e interactuar con el juego
 
-Pero primero el juego necesita tener acceso a las clases `Jugador`, `Computadora` y `Juego` 
+Pero primero el juego necesita tener acceso a las clases `Jugador`, `Computadora` y `Juego` que están definidas en **otros archivos**
 
-Por lo que debemos importar nuestros archivos
+Por lo que debemos **importar** los archivos correspondientes
 
 ---
 #### Importación de módulos
 
-Python permite importar módulos para reutilizar código
+Python permite **importar** módulos para reutilizar código
 
-Podemos importar un módulo completo o solo partes específicas de él.
+Podemos importar un **módulo completo** o solo **partes** específicas de él
 
-Para importar un módulo completo utilizamos la palabra clave `import` seguida del nombre del módulo.
+Para importar un módulo completo utilizamos la palabra clave `import` seguida del nombre del módulo
 
 ```python
 import random
@@ -426,8 +487,11 @@ import random
 
 ---
 
-Para importar una parte específica de un módulo como una función o clase, 
-utilizamos la palabra clave `from` seguida del módulo y luego `import` seguido del nombre de la función o clase.
+Para importar **una parte** específica de un módulo como una función o clase
+
+Utilizamos la palabra clave `from` seguida del **módulo**
+
+Luego la palabra `import` seguido del nombre de la **función o clase**
 
 ```python
 from random import choice
@@ -435,17 +499,23 @@ from random import choice
 
 ---
 
-Es recomendable importar solo lo que se necesita para evitar conflictos de nombres y mejorar la legibilidad del código.
+Es **recomendable** importar solo lo que se necesita para evitar *conflictos de nombres* y mejorar la **legibilidad** del código
 
-No es necesario importar todo el módulo si solo se utiliza una parte de él.
+> No es necesario importar todo el módulo,
+> 
+> si solo se utiliza una parte de él
 
 ---
-Cada archivo que hemos creado puede ser importado como un módulo en Python.
 
-Para importar las clases desde los archivos que hemos creado, utilizamos la sintaxis `from nombre_archivo import NombreClase`.
+Cada archivo que hemos creado **puede ser importado** en Python
+
+Para importar las clases desde los archivos que hemos creado, utilizamos la sintaxis 
+
+`from nombre_archivo import NombreClase`.
 
 ---
-Por ejemplo, en el archivo `main.py`, importamos las clases de la siguiente manera:
+
+En el archivo `main.py`, importamos las clases de la siguiente manera
 
 ```python
 # main.py
@@ -458,7 +528,7 @@ Esto nos permite utilizar las clases `Jugador`, `Computadora` y `Juego` en el ar
 
 ---
 
-Finalmente, el archivo `main.py` quedaría así:
+El archivo `main.py` quedaría así
 
 ```python
 # main.py
@@ -489,11 +559,22 @@ while True:
 ```
 
 ---
-#### 3: Ejecutar el juego
 
-Para ejecutar el juego, debemos asegurarnos de estar en el directorio `juego` y ejecutar el archivo `main.py`
+#### 3. Ejecutar el juego
+
+Después de organizar el código en **archivos separados**, probamos que todo funcione correctamente
+
+donde el archivo `main.py` es el **punto de entrada** del juego
+
+Para ejecutar, debemos estar en el directorio `juego` y ejecutar el archivo `main.py`
+
+
+---
+
+Ejecutamos el juego
 
 ```bash
+cd juego # Si no estamos ya en la carpeta juego
 python main.py
 ```
 
@@ -527,16 +608,16 @@ Elige una opción: 2
 
 ---
 
-Hasta aquí conseguimos refactorizar el código del juego de Piedra, Papel o Tijera
-y organizarlo en una estructura de archivos pero de un sólo nivel.
+Refactorizamos el código del juego de Piedra, Papel o Tijera
+y lo **organizamos** en una estructura de archivos pero de *un sólo nivel*
 
-Podemos seguir mejorando la organización del código creando una estructura de carpetas
-para ordenar los archivos de nuestro proyecto.
+Podemos seguir mejorando la organización del código creando una **estructura de carpetas**
+para ordenar los archivos según su **funcionalidad**
 
 ---
 #### Estructura de carpetas
 
-Podemos organizar el proyecto en carpetas para separar la lógica del juego y las clases
+Organizaremos en carpetas para **agrupar** clases y lógica del juego
 
 ```mermaid
 %%{init: {"theme": "dark", "look": "handDrawn"  }}%%
@@ -557,10 +638,13 @@ graph LR;
     A --> G
     A --> H
 ```
+<!-- .element class="center-mermaid"-->
 
 ---
-#### 1: Crear las carpetas y los archivos
-Vamos a crear las carpetas `clases` y `logica` dentro de la carpeta `juego`
+
+#### 1. Crear las carpetas y los archivos
+
+**Crear** las carpetas `clases` y `logica` dentro de la carpeta `juego`
 
 ```markdown
 Con `cd` entramos a la carpeta `juego`
@@ -573,7 +657,8 @@ mkdir clases logica
 ```
 
 ---
-Luego, movemos los archivos correspondientes a cada carpeta
+
+**Mover** los archivos correspondientes a cada carpeta
 
 ```markdown
 Con `mv` movemos los archivos `jugador.py` y `computadora.py`
@@ -588,7 +673,8 @@ mv juego.py logica
 ```
 
 ---
-Nos quedará la siguiente estructura de carpetas y archivos:
+
+**Quedará** la siguiente estructura de carpetas y archivos:
 
 ```markdown
 Con `tree` vemos la estructura de carpetas y archivos
@@ -614,12 +700,15 @@ tree
 
 ---
 
-#### 2: Actualizar las importaciones
-Ahora debemos actualizar las importaciones en los archivos para reflejar la nueva estructura de carpetas.
+#### 2. Actualizar las importaciones
 
-En el archivo `main.py`, debemos importar las clases desde las nuevas ubicaciones:
+Hay que **actualizar** las importaciones en los archivos para reflejar la nueva estructura de carpetas
 
-Como hemos movido los archivos para importar ahora se utiliza la sintaxis `from carpeta.archivo import Clase`
+En `main.py` **importar** las clases desde las nuevas ubicaciones
+
+Como se movió los archivos para importar ahora se utiliza la sintaxis
+
+`from carpeta.archivo import Clase`
 
 ```python
 # main.py
@@ -630,10 +719,11 @@ from logica.juego import Juego
 
 ---
 
-#### 3: Ejecutar el juego
+#### 3. Ejecutar el juego
 
-Con esto, hemos actualizado las importaciones para reflejar la nueva estructura de carpetas y podemos ejecutar
-el juego de la misma manera que antes:
+Actualizado las importaciones para reflejar la nueva estructura de carpetas
+
+**Ejecutamos** el juego de la misma manera que antes:
 
 ```bash
 python main.py
@@ -641,24 +731,25 @@ python main.py
 
 ---
 
-Aun podemos mejorar más la organización del código,
-creando un archivo `__init__.py` en cada carpeta para convertirlas en paquetes de Python.
+Podemos mejorar más la organización del código
+
+creando un archivo `__init__.py` en cada carpeta para convertir las *carpetas* en **paquetes** de Python
 
 ---
 
 #### `__init__.py`
 
-El archivo `__init__.py` es un archivo especial en Python que indica que una carpeta debe ser tratada como un paquete.
+El archivo `__init__.py` es un **archivo especial** en Python que indica que una carpeta debe ser tratada como un **paquete**
 
-Esto permite importar módulos desde esa carpeta de manera más sencilla.
+Esto permite importar módulos desde esa carpeta de manera más sencilla
 
-Son opcionales pero es recomendable incluirlos para indicar que la carpeta es un paquete de Python.
+Son **opcionales** pero es recomendable incluirlos para indicar que la carpeta es un paquete de Python
 
 ---
 
-#### 1: Crear los archivos `__init__.py`
+#### 1. Crear los archivos `__init__.py`
 
-Podemos crear un archivo `__init__.py` vacío en cada carpeta para indicar que son paquetes.
+**Crear** un archivo `__init__.py` vacío en cada carpeta para indicar que son paquetes
 
 ```markdown
 Con `cd` entramos a la carpeta `juego` 
@@ -673,7 +764,7 @@ touch clases/__init__.py logica/__init__.py
 
 ---
 
-Ahora, la estructura de carpetas y archivos quedará así:
+La **estructura** de carpetas y archivos quedará así:
 
 ```bash
 tree
@@ -696,11 +787,11 @@ tree
 
 ---
 
-#### 2: Importar desde los paquetes
+#### 2. Importar desde los paquetes
 
-En el archivo `__init__.py` añadimos los archivos que podremos importar directamente desde el paquete.
+En el archivo `__init__.py` añadimos los archivos que podremos importar directamente desde el paquete
 
-En el archivo `clases/__init__.py` añadimos:
+En `clases/__init__.py` añadimos:
 
 ```python
 # clases/__init__.py
@@ -708,23 +799,24 @@ from .jugador import Jugador
 from .computadora import Computadora
 ```
 
-Donde al utilizar el punto `.` antes del nombre del archivo, indicando que importamos el archivo desde la misma carpeta
+Al utilizar el punto `.` antes del **nombre del archivo**, indicando que importamos el archivo desde la **misma carpeta**
 
 ---
 
-En el archivo `logica/__init__.py` añadimos:
+En `logica/__init__.py` añadimos:
 
 ```python
 # logica/__init__.py
 from .juego import Juego
 ```
 
-Asi cada paquete podrá importar sus clases correspondientes sin necesidad de especificar el archivo.
+Asi cada paquete podrá **importar** sus clases correspondientes sin necesidad de especificar el archivo
 
 ---
 
-#### 2: Importar desde los paquetes
-Ahora podemos importar las clases desde los paquetes de la siguiente manera:
+#### 2. Importar desde los paquetes
+
+Para importar desde los paquetes en `main.py`, uilizamos el **nombre del paquete** seguido de la clase
 
 ```python
 # main.py
@@ -732,13 +824,13 @@ from clases import Jugador, Computadora
 from logica import Juego
 ```
 
-Esto nos permite importar las clases directamente desde los paquetes sin necesidad de especificar el archivo.
+Esto permite **importar directamente** desde los paquetes sin especificar el archivo donde se encuentra
 
 ---
 
-#### 3: Ejecutar el juego
+#### 3. Ejecutar el juego
 
-Con esto, hemos organizado el código en paquetes y podemos ejecutar el juego de la misma manera que antes:
+**Organizamos** el código en **paquetes** y podemos ejecutar el juego de la misma manera que antes:
 
 ```bash
 python main.py
@@ -746,34 +838,37 @@ python main.py
 
 ---
 
-Después de reestructurar el código, podemos continuar refactorizando.
+Después de **organizar el código**, podemos continuar **refactorizando**
 
-Ahora eliminaremos el código duplicado y dividir en funciones más pequeñas
+Ahora *eliminaremos* el código duplicado y dividir en funciones más pequeñas
 
 ---
+
 #### Eliminación de código duplicado
 
-El código duplicado es un problema común en la programación que puede hacer que el código sea más difícil de mantener y entender.
+El código duplicado es un *problema* común en la programación que hace que el código sea más difícil de *mantener y entender*
 
-La eliminación de código duplicado implica identificar y eliminar partes del código que se repiten innecesariamente.
+La eliminación de código duplicado implica **identificar y eliminar** partes del **código que se repiten** innecesariamente
 
-y reemplazarlas por funciones o métodos reutilizables.
+y reemplazarlas por funciones o métodos reutilizables
 
 ---
+
 #### ¿Por qué eliminar el código duplicado?
 
-- Mejora la legibilidad del código.
-- Facilita el mantenimiento y la evolución del software.
-- Reduce el riesgo de errores al modificar el código.
+- **Mejora** la legibilidad del código
+- **Facilita** el mantenimiento y la evolución del software
+- **Reduce** el riesgo de errores al modificar el código
 
 ---
 
 #### Refactorización del código duplicado
 
 En el Jugador podemos notar que al elegir piedra, papel o tijera,
-se repite el código para validar la elección del jugador.
+**se repite el código** para validar la elección del jugador
 
 ```python [4-8]
+# original
 class Jugador:
     def __init__(self, nombre):
         self.nombre = nombre
@@ -785,10 +880,11 @@ class Jugador:
 ```
 
 ---
-Podemos refactorizar separando las opciones válidas en una constante y 
-la validación de la elección en un método separado.
 
-```python
+**Refactorizamos** separando las opciones válidas en una constante y 
+la validación de la elección en un método separado
+
+```python [1|6-9|11-14]
 OPCIONES = ["piedra", "papel", "tijera"]
 class Jugador:
     def __init__(self, nombre):
@@ -807,11 +903,11 @@ class Jugador:
 
 ---
 
-También podemos refactorizar el input del jugador para que sea más claro y reutilizable.
-Tambien definir un `__str__` para la clase Jugador
+**Refactorizar** el `input` del jugador para que sea más claro y reutilizable.
 
+**Definir** un `__str__` para la clase Jugador
 
-```python
+```python [6-7|9-10|14,19]
 OPCIONES = ["piedra", "papel", "tijera"]
 class Jugador:
     def __init__(self, nombre):
@@ -836,11 +932,14 @@ class Jugador:
 
 ---
 
-En el caso de la computadora, podemos hacer algo similar
-Incluso importar sólo lo necesario del módulo `random` y no todo el módulo
-y también definir un `__str__` para la clase Computadora
+En la clase Computadora, se puede hacer algo similar
+
+**Importar** sólo lo necesario del módulo `random` y no todo el módulo
+
+**Definir** un `__str__` para la clase Computadora
 
-```python [1,7]
+```python [2,8]
+# original
 import random
 class Computadora:
     def __init__(self):
@@ -852,9 +951,12 @@ class Computadora:
 
 ---
 
-Queda así:
+**Importando** solo lo necesario del módulo `random`
 
-```python
+**Refactorizar** la clase Computadora, separando las opciones válidas en una constante y definiendo el método `__str__`
+
+
+```python [1|2,11| 7-8]
 from random import choice
 OPCIONES = ["piedra", "papel", "tijera"]
 class Computadora:
@@ -870,8 +972,7 @@ class Computadora:
 
 ---
 
-Por último, podemos refactorizar el archivo `juego.py` usando el método `__str__` de las clases `Jugador` y `Computadora`
-Tambien adicionar un método para mostrar las elecciones
+**Identificar** el código duplicado en la clase `Juego` como la impresión de las elecciones de los jugadores y sus nombres
 
 
 ```python [14-16,22-23]
@@ -904,7 +1005,10 @@ class Juego:
 ```
 
 ---
-Queda así:
+
+**Refactorizar** el archivo `juego.py` usando el método `__str__` de las clases `Jugador` y `Computadora`
+
+**Adicionar** un método para mostrar las elecciones
 
 ```python [14,15,17,18,23,24]
 class Juego:
@@ -937,70 +1041,88 @@ class Juego:
 
 ---
 
-Y asi hemos eliminado algunos duplicados y mejorado la legibilidad del código.
-Pero aún podemos seguir mejorando y refactorizando el código y dividiendo
-en funciones más pequeñas y manejables.
+Se **eliminó** algunos duplicados y mejorado la legibilidad del código
+
+**Podemos** seguir mejorando y refactorizando el código y dividiendo
+en funciones más pequeñas y manejables
 
 ---
 
-El objetivo es tener un código limpio y fácil de mantener. También es importante
-saber cuando detenerse, ya que la refactorización excesiva puede llevar a un código innecesariamente complejo.
+El objetivo es tener un **código limpio y fácil de mantener** y también es importante
+saber cuando detenerse, ya que la *refactorización excesiva* puede llevar a un código innecesariamente complejo
 
 ---
 
-Por último actualizamos el análisis y 
-el diagrama de clases para reflejar los cambios realizados
+Al final **actualizar** el análisis y el diagrama de clases para reflejar los cambios realizados
 
 ---
+
 #### Análisis actualizado
 
 ```markdown
 Requisitos:
-- El jugador debe ingresar su nombre.
-- El jugador debe elegir entre piedra, papel o tijera.
-- La computadora debe elegir al azar entre piedra, papel o tijera.
-- El juego debe determinar el ganador según las reglas del juego.
-- El juego debe mostrar el resultado de cada partida.
-- El juego debe permitir al jugador jugar varias partidas.
-- El juego debe tener un menú para jugar o salir.
+- El jugador debe ingresar su nombre
+- El jugador debe elegir entre piedra, papel o tijera
+- La computadora debe elegir al azar entre piedra, papel o tijera
+- El juego debe determinar el ganador según las reglas del juego
+- El juego debe mostrar el resultado de cada partida
+- El juego debe permitir al jugador jugar varias partidas
+- El juego debe tener un menú para jugar o salir
+- El juego esta compuesto por ambos jugadores (Jugador y Computadora)
+
 Objetos:
 - Jugador
 - Computadora
 - Juego
+
 Características:
-- Jugador: (nombre)
-- Computadora: (nombre)
-- Juego: (jugador, computadora)
+- Jugador:
+    - nombre
+- Computadora:
+    - nombre
+- Juego: 
+    - jugador
+    - computadora
+
 Acciones:
-- Jugador: elegir(), validar_eleccion(), ingresar()
-- Computadora: elegir()
-- Juego: determinar_ganador(), mostrar_elecciones(), jugar()
+- Jugador:
+    - elegir
+    - validar eleccion
+    - ingresar
+- Computadora:
+    - elegir
+- Juego:
+    - jugar
+    - determinar ganador
+    - mostrar elecciones
 ```
 
 ---
+
 #### Diagrama de clases actualizado
 
 ````
 ```mermaid
 classDiagram
-direction LR
     class Jugador {
-        +nombre
+        +nombre: string
         +ingresar(mensaje)
         +validar_eleccion(eleccion)
         +elegir()
     }
     class Computadora {
-        +nombre
+        +nombre: string
         +elegir()
     }
     class Juego {
-        +determinar_ganador(jugador, computadora)
+        +jugador: Jugador
+        +computadora: Computadora
+        +determinar_ganador(eleccion_jugador, eleccion_cpu)
         +mostrar_elecciones(jugador, eleccion)
         +jugar()
     }
-    Jugador --* Juego
-    Computadora --* Juego
+    Juego *-- Jugador
+    Juego *-- Computadora
 ```
 ````
 
@@ -1011,30 +1133,32 @@ direction LR
 ```mermaid
 %%{init: {"theme": "dark", "look": "handDrawn"  }}%%
 classDiagram
-direction LR
     class Jugador {
-        +nombre
+        +nombre: string
         +ingresar(mensaje)
         +validar_eleccion(eleccion)
         +elegir()
     }
     class Computadora {
-        +nombre
+        +nombre: string
         +elegir()
     }
     class Juego {
-        +determinar_ganador(jugador, computadora)
+        +jugador: Jugador
+        +computadora: Computadora
+        +determinar_ganador(eleccion_jugador, eleccion_cpu)
         +mostrar_elecciones(jugador, eleccion)
         +jugar()
     }
-    Jugador --* Juego
-    Computadora --* Juego
+    Juego *-- Jugador
+    Juego *-- Computadora
 ```
+<!-- .element class="center-mermaid"-->
 
 ---
 
-Por último,  cambiamos el nombre del archivo `juego.md` a `README.md`
-para que sea reconocido como el archivo de documentación principal del juego.
+Cambiar el nombre de `juego.md` a `README.md`
+será reconocido como la documentación principal
 
 ```markdown
 Con `mv` cambiamos el nombre del archivo `juego.md` a `README.md`
@@ -1065,47 +1189,59 @@ tree
 
 ![Dependencia circular](./img/dependencia_circular.jpeg) <!-- .element width="45%"-->
 
-Ocurre cuando dos o más módulos dependen entre sí directa o indirectamente.
+Ocurre cuando dos o más módulos *dependen entre sí* directa o indirectamente
 
 ---
 
-La dependencia circular es mala
+La dependencia circular es *mala*
 
 Esto puede llevar a problemas como:
-- Dificultad para entender y mantener el código.
-- Problemas de rendimiento debido a la carga repetida de módulos.
-- Errores en tiempo de ejecución si los módulos no se cargan en el orden correcto.
+
+- *Dificultad* para entender y mantener el código
+- *Problemas de rendimiento* debido a la carga repetida de módulos
+- *Errores en tiempo de ejecución* si los módulos no se cargan en el orden correcto
 
 ---
+
 Para evitar dependencias circulares, es recomendable:
 
-- Reorganizar el código para reducir las dependencias.
-- Dividir módulos grandes en módulos más pequeños y manejables.
+- **Reorganizar el código** para reducir las dependencias
+- **Dividir módulos grandes** en módulos más pequeños y manejables
+
+---
+
+Para definir el **punto de entrada** de un programa, utilizamos la variable especial `__name__` en Python
 
 ---
 
 #### La variable `__name__`
 
 En Python, la variable especial `__name__` se utiliza para determinar si un módulo
-se está ejecutando como el programa principal o si se está importando desde otro módulo.
+se está ejecutando como **programa principal** o si se está **importando** desde otro módulo
 
 ---
 
-Cuando un módulo se ejecuta directamente, su variable `__name__` se establece en `"__main__"`.
-Cuando se importa desde otro módulo, su variable `__name__` se establece en el nombre del módulo.
+Cuando un módulo se **ejecuta directamente**, su variable `__name__` se establece en `"__main__"`
+
+Cuando *se importa* desde otro módulo, su variable `__name__` se establece en el nombre del módulo
 
 ---
 
-Esto permite que el código dentro de un bloque `if __name__ == "__main__":` se ejecute solo cuando el módulo se ejecuta directamente,
-y no cuando se importa desde otro módulo.
+Esto permite que el código dentro de un bloque
 
-Es una buena práctica utilizar este bloque para definir el punto de entrada del programa.
+`if __name__ == "__main__":`
+
+se ejecute cuando el módulo se **ejecuta directamente**, y NO cuando se *importa* desde otro módulo
+
+Es una buena práctica utilizar este bloque para definir el **punto de entrada** del programa
 
 ---
 
-En nuestro caso, agregamos al final del archivo `main.py` y crearemos la función `main()` para encapsular la lógica del juego
+**Encapsular** la lógica principal del juego dentro de una función `main`
 
-```python
+**Agregar** al final del archivo `main.py` el bloque `if` para llamar a la función `main`
+
+```python [3|24-25]
 from clases import Jugador, Computadora
 from logica import Juego
 def main():
@@ -1135,7 +1271,7 @@ if __name__ == "__main__":
 
 ---
 
-Con esto hemos completado la refactorización y podemos subir los cambios al repositorio de GitHub.
+Con esto se completó la **refactorización** y se puede los cambios al repositorio de GitHub
 
 ```bash
 git add .
@@ -1148,13 +1284,18 @@ git push
 #### Ejemplo 02
 
 ```text
-1. Al ejemplo anterior aún faltan algunas mejoras que podemos hacer.
-Elimina la duplicidad del código en OPCIONES almacenando en una 
-carpeta que se llame `constantes` y crea un archivo `opciones.py`
-donde almacenes las opciones válidas del juego y reglas
+Al ejemplo anterior aún faltan algunas mejoras que hacer
 
-2. Ahora el juego debe funcionar con emojis: 🧱, 📄 y ✂️
-sólo cambiando en las constantes sin modificar el resto del código.
+Elimina la duplicidad del código en OPCIONES almacenando
+en paquete que se llame `constantes` y crea un 
+archivo `opciones.py` donde almacenes las opciones 
+válidas del juego y reglas
+
+El juego debe funcionar con emojis: 🧱, 📄 y ✂️
+cambiando en las constantes y la lógica del juego
+
+Crea las reglas del juego en un diccionario 
+para determinar el ganador
 ```
 
 Realizar los cambios 4 minutos
@@ -1193,8 +1334,7 @@ tree
 
 #### 2. Opciones válidas
 
-En el archivo `constantes/opciones.py`, definimos las opciones válidas del juego
-y en el archivo `constantes/__init__.py` importamos las opciones para que estén disponibles al importar el paquete `constantes`.
+En `constantes/opciones.py` definir las opciones válidas del juego y las reglas
 
 ```python
 # constantes/opciones.py
@@ -1211,6 +1351,8 @@ REGLAS = {
 
 ---
 
+En `constantes/__init__.py` importamos las opciones para que estén disponibles al importar el paquete `constantes`.
+
 ```python
 # constantes/__init__.py
 from .opciones import OPCIONES, REGLAS
@@ -1219,7 +1361,8 @@ from .opciones import OPCIONES, REGLAS
 ---
 
 #### 3. Actualizar el código
-Ahora actualizamos el código en los archivos `jugador.py`, `computadora.py`
+
+Actualizar el código en los archivos `jugador.py`, `computadora.py` utilizando las constantes definidas
 
 ```python
 # clases/jugador.py
@@ -1235,9 +1378,10 @@ from random import choice
 ```
 
 ---
-En el archivo `juego.py` actualizamos las importaciones y el método `determinar_ganador` para utilizar las constantes:
 
-```python
+En `juego.py` actualizar las importaciones y el método `determinar_ganador` para utilizar las constantes y reglas definidas
+
+```python [2|4-9]
 # logica/juego.py
 from constantes import REGLAS
 ...
@@ -1250,9 +1394,10 @@ from constantes import REGLAS
 ```
 
 ---
-Finalmente, actualizamos el archivo `main.py` para que muestre las opciones válidas al jugador:
 
-```python
+Actualizar `main.py` para que muestre las opciones válidas al jugador
+
+```python [2,6]
 # main.py
 from constantes import OPCIONES
 from clases import Jugador, Computadora
@@ -1267,8 +1412,26 @@ def main():
 ```
 
 ---
-Con esto hemos refactorizado el código para utilizar constantes y mejorar
-la flexibilidad del juego.
+Reafactorizado el código para utilizar constantes y mejorar la flexibilidad del juego
+
+Ejecutar el juego para verificar que todo funciona correctamente:
+
+```bash
+python main.py
+```
+
+---
+
+Al final *modificar* las constantes para utilizar emojis en lugar de texto
+
+```python
+# constantes/opciones.py
+PIEDRA = "🧱"
+PAPEL = "📄"
+TIJERA = "✂️"
+``` 
+
+---
 
 Ejecutamos el juego para verificar que todo funciona correctamente:
 
@@ -1292,12 +1455,12 @@ Empate
 
 ---
 
-Subimos los cambios al repositorio de GitHub:
+Subimos los avances de la sesión al repositorio en **GitHub**
 
 ```bash
 git add .
-git commit -m "Refactorización y uso de constantes"
-git push
+git commit -m "Sesión 11"
+git push origin main
 ```
 
 ---
@@ -1341,13 +1504,13 @@ Crear una carpeta con el nombre "retos_sesion_11" dentro del proyecto en la raí
 # Estructura de carpetas
 psg-oop-2025/
     retos_sesion_11/
-        reto_01/
-            Readme.md
+        ejercicio_01/
+            README.md
             <carpetas>
                 <scripts>.py
             main.py
-        reto_02/
-            Readme.md
+        ejercicio_02/
+            README.md
             <carpetas>
                 <scripts>.py
             main.py
@@ -1355,20 +1518,22 @@ psg-oop-2025/
 
 ---
 
-#### Reto 01
+1. Organiza el siguiente ejemplo en una estructura de carpetas y archivos
 
 ```text
-Una aplicación para gestionar una lista de tareas pendientes.
-Permite agregar, eliminar y marcar tareas como completadas.
-También permite eliminar tareas completadas y eliminar todas las tareas.
+Un programa para gestionar una lista de tareas pendientes
+Permite agregar, eliminar y marcar tareas como completadas
+También permite eliminar tareas completadas
+y eliminar todas las tareas
 ```
 
-Refactoriza el código en una estructura de carpetas y añade la documentación
-en un archivo `README.md` dentro de la carpeta `reto_01`.
-
+- Renombra las variables y métodos siguiendo las convenciones de PEP 8 y buenas prácticas de nomenclatura
+- Refactoriza el código en una estructura de carpetas y añade la documentación de análisis y diagrama de clases
+en un archivo `README.md` dentro de la carpeta `ejercicio_01`.
 
 ---
 
+Diagrama de clases
 
 ```mermaid
 %%{init: {"theme": "dark", "look": "handDrawn"  }}%%
@@ -1390,6 +1555,7 @@ direction LR
     }
     Tarea --* ListaTareas
 ```
+<!-- .element class="center-mermaid"-->
 
 ---
 Código del ejemplo 01
@@ -1469,7 +1635,8 @@ while True:
 ```
 
 ---
-#### Reto 02
+
+2. Crea el siguiente programa siguiendo las buenas prácticas de PEP 8 y organiza el código en una estructura de carpetas y archivos
 
 ```text
 La Biblioteca Municipal va digitalizar su registro 
@@ -1477,19 +1644,24 @@ de préstamos de libros. Actualmente, los encargados
  anotan todo en un cuaderno:
 
 Los libros con su título, autor e ISBN.
-Los usuarios tienen un nombre.
-La biblioteca cuenta con un flujo de préstamos que es el siguiente:
-1. Un usuario ingresa su nombre.
-2. Se lista los libros disponibles.
-3. El usuario elige un libro para prestar.
-4. Se registra la lista de prestados con el nombre del usuario y el libro prestado
-5. Puede prestarse más de un libro al mismo usuario.
-6. Los usuarios tienen que devolver todos los libros a la vez.
-7. Se puede ver la lista de libros prestados y los usuarios que los tienen.
-8. Para salir se debe ingresar "salir".
+Los usuarios tienen un nombre
+La biblioteca cuenta con un flujo de préstamos:
+1. Un usuario ingresa su nombre
+2. Se lista los libros disponibles
+3. El usuario elige un libro para prestar
+4. Se registra la lista de prestados con el 
+   nombre del usuario y el libro prestado
+5. Puede prestarse más de un libro al mismo usuario
+6. Los usuarios tienen que devolver todos los libros a la vez
+7. Se puede ver la lista de libros prestados y
+   los usuarios que los tienen
+8. Para salir se debe ingresar "salir"
 ```
 
-Realizar el código del reto en una estructura de carpetas y añade la documentación
+---
+
+Añade la documentación con análisis y diagrama de clases en un archivo `README.md` dentro de la carpeta `ejercicio_02` y
+crea el código para el ejercicio
 
 ---
 <!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
@@ -1500,7 +1672,7 @@ Realizar el código del reto en una estructura de carpetas y añade la documenta
 <br>
 <br>
 
-[![GitHub](../../content/github_logo.png) <!-- .element width="20%"-->](https://github.com/python-la-paz/python-study-group-oop/content/sesion11)
+[![GitHub](../../content/github_logo.png) <!-- .element width="20%"-->](https://github.com/python-la-paz/python-study-group-oop/tree/main/content/sesion11)
 
 Repositorio de la Sesión
 
diff --git a/content/sesion11/index.html b/content/sesion11/index.html
index c7651d6..92fbc15 100644
--- a/content/sesion11/index.html
+++ b/content/sesion11/index.html
@@ -3,12 +3,12 @@
 
 <head>
     <meta charset="utf-8">
-    <title>Sesión 11 OOP - Python Study Group</title>
-    <link rel="stylesheet" href="../custom.css">
+    <title>Sesión 11 | Python Study Group | OOP</title>
     <link rel="stylesheet" href="../../dist/reveal.css">
     <link rel="stylesheet" href="../../dist/theme/black.css" id="theme">
-    <link rel="stylesheet" href="../../plugin/highlight/monokai.css">
+    <link rel="stylesheet" href="../../plugin/highlight/atom-one-dark-reasonable.css">
     <link rel="stylesheet" href="../../plugin/pointer/pointer.css" />
+    <link rel="stylesheet" href="../custom.css">
 </head>
 
 <body>

From d6f428dc6eb26ce9ab477e2d576c022aef279c65 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Fri, 5 Dec 2025 04:20:16 +0000
Subject: [PATCH 20/27] =?UTF-8?q?Refactorizaci=C3=B3n=20del=20README=20de?=
 =?UTF-8?q?=20la=20Sesi=C3=B3n=2011=20para=20mejorar=20la=20claridad=20y?=
 =?UTF-8?q?=20estructura=20del=20contenido?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 content/sesion10/Readme.md |   6 +-
 content/sesion11/Readme.md | 141 ++++++++++++++++++++++++++++++-------
 2 files changed, 118 insertions(+), 29 deletions(-)

diff --git a/content/sesion10/Readme.md b/content/sesion10/Readme.md
index 356bcc0..c91514a 100644
--- a/content/sesion10/Readme.md
+++ b/content/sesion10/Readme.md
@@ -1004,7 +1004,7 @@ Todos los helados comparten características en común:
 - Se pueden **comer**.  
 - Tienen un **envase** (cono o vaso).
 
-El sistema debe permitir al usuario realizar pedidos de helado mediante un **Factory**, y escribir `"salir"` para terminar el proceso.
+Debe permitir al usuario realizar pedidos de helado mediante un **Factory**, y escribir `"salir"` para terminar el proceso.
 
 *(2/5)*
 
@@ -1029,7 +1029,7 @@ Escribe "salir" para terminar.
 
 ---
 
-El sistema debe permitir:
+Debe permitir:
 
 Crear helados mediante una **fábrica**
 
@@ -1107,7 +1107,7 @@ Escribe "salir" para terminar.
 
 ---
 
-El sistema debe permitir:
+Debe permitir:
 
 - Crear monstruos mediante una **fábrica**
 - Representar cada monstruo en el formato especificado.
diff --git a/content/sesion11/Readme.md b/content/sesion11/Readme.md
index 38dcaa1..a80fec1 100644
--- a/content/sesion11/Readme.md
+++ b/content/sesion11/Readme.md
@@ -1518,22 +1518,53 @@ psg-oop-2025/
 
 ---
 
-1. Organiza el siguiente ejemplo en una estructura de carpetas y archivos
+1. **Refactoriza** el siguiente ejemplo en una estructura de carpetas y archivos
 
-```text
-Un programa para gestionar una lista de tareas pendientes
-Permite agregar, eliminar y marcar tareas como completadas
-También permite eliminar tareas completadas
-y eliminar todas las tareas
+Un programa para gestionar una lista de tareas pendientes:
+
+- Permite agregar nuevas tareas
+- Eliminar tareas
+- Marcar tareas como completadas
+- Eliminar solo tareas completadas
+- Eliminar todas las tareas
+
+*(1/6)*
+
+---
+
+El programa debe ser **refactorizado**:
+
+- **Utilizar** convenciones de estilo PEP 8
+- **Mejorar** nombres en clases, variables y métodos
+- **Crear** una estructura ordenada de carpetas y módulos de Python
+- **Incluir** la documentación del análisis y diagrama en un archivo README.md
+
+*(2/6)*
+
+---
+
+
+Separar las clases en **archivos individuales** dentro de la carpeta `ejercicio_01/models`
+
+Implementar una organización de carpetas y archivos como la siguiente:
+
+```bash
+ejercicio_01/
+  ├── models/
+  │     ├── __init__.py
+  │     ├── tarea.py
+  │     └── lista_tareas.py
+  ├── main.py
+  └── README.md
 ```
 
-- Renombra las variables y métodos siguiendo las convenciones de PEP 8 y buenas prácticas de nomenclatura
-- Refactoriza el código en una estructura de carpetas y añade la documentación de análisis y diagrama de clases
-en un archivo `README.md` dentro de la carpeta `ejercicio_01`.
+Mantener la misma funcionalidad del programa original
+
+*(3/6)*
 
 ---
 
-Diagrama de clases
+Diagrama de clases original
 
 ```mermaid
 %%{init: {"theme": "dark", "look": "handDrawn"  }}%%
@@ -1557,8 +1588,13 @@ direction LR
 ```
 <!-- .element class="center-mermaid"-->
 
+Debe incluirse  el análisis y diagramas en `README.md`
+
+*(4/6)*
+
 ---
-Código del ejemplo 01
+
+Código original
 
 ```python
 class Tarea:
@@ -1634,36 +1670,89 @@ while True:
         print("Opción inválida, intenta de nuevo.")
 ```
 
+Debe refactorizarse y organizarse en archivos y carpetas en la carpeta `ejercicio_01`
+
+*(5/6)*
+
 ---
 
-2. Crea el siguiente programa siguiendo las buenas prácticas de PEP 8 y organiza el código en una estructura de carpetas y archivos
+- Realiza el **análisis** y **diagrama de clases** para el programa en `README.md` dentro de la carpeta `ejercicio_01`
+- Refactoriza el código manteniendo la misma funcionalidad
+- Escribe el código en archivos separados y organiza en carpetas en `ejercicio_01`
+- Utiliza **nombres descriptivos** y sigue las buenas prácticas de **PEP 8**
+- Prueba que el programa funcione correctamente
 
-```text
-La Biblioteca Municipal va digitalizar su registro 
-de préstamos de libros. Actualmente, los encargados
- anotan todo en un cuaderno:
+*(6/6)*
+
+---
+
+2. La Biblioteca Municipal iniciará la digitalización de su registro de préstamos
+Actualmente, todos los datos se anotan manualmente en un cuaderno:
+
+Información de **libros**: título, autor e ISBN
+Información de **usuarios**: nombre
+
+El objetivo es digitalizar el flujo de préstamos de libros
+
+*(1/5)*
+
+---
+
+El flujo de préstamos es el **siguiente**:
 
-Los libros con su título, autor e ISBN.
-Los usuarios tienen un nombre
-La biblioteca cuenta con un flujo de préstamos:
 1. Un usuario ingresa su nombre
-2. Se lista los libros disponibles
+2. Se lista los libros
 3. El usuario elige un libro para prestar
-4. Se registra la lista de prestados con el 
-   nombre del usuario y el libro prestado
+4. Se registra la lista de prestados con el nombre del usuario y el libro prestado
 5. Puede prestarse más de un libro al mismo usuario
 6. Los usuarios tienen que devolver todos los libros a la vez
-7. Se puede ver la lista de libros prestados y
-   los usuarios que los tienen
+7. Se puede ver la lista de libros prestados y los usuarios que los tienen
 8. Para salir se debe ingresar "salir"
+
+*(2/5)*
+
+---
+
+El programa debe ser **creado** siguiendo las buenas prácticas de PEP 8 y organizado en una estructura de carpetas y archivos
+- **Crear** clases para representar `Libro`, `Usuario`
+- **Organizar** el código en una estructura ordenada de carpetas y módulos de Python
+- **Incluir** la documentación del análisis y diagrama en un archivo `README.md`
+- **Mantener** la funcionalidad descrita en el flujo de préstamos
+- **Utilizar** nombres descriptivos para clases, variables y métodos
+
+*(3/5)*
+
+---
+
+La estructura de carpetas y archivos debe ser similar a la siguiente:
+
+```bash
+ejercicio_02/
+  ├── modelos/
+  │     ├── __init__.py
+  │     ├── libro.py
+  │     └── usuario.py
+  ├── logica/
+  │     │── __init__.py
+  │     └── biblioteca.py
+  ├── main.py
+  └── README.md
 ```
 
+*(4/5)*
+
 ---
 
-Añade la documentación con análisis y diagrama de clases en un archivo `README.md` dentro de la carpeta `ejercicio_02` y
-crea el código para el ejercicio
+Realizar el análisis y diagrama de clases para el programa en `README.md` dentro de la carpeta `ejercicio_02`
+Refactorizar el código manteniendo la misma funcionalidad
+Escribir el código en archivos separados y organizar en carpetas en `ejercicio_02`
+Utilizar nombres descriptivos y seguir las buenas prácticas de PEP 8
+Probar que el programa funcione correctamente
+
+*(5/5)*
 
 ---
+
 <!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
 
 <br>

From 72a4e72eb0a3cf56ec0d69fc9b3a17c9caf46f43 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Fri, 5 Dec 2025 04:30:11 +0000
Subject: [PATCH 21/27] =?UTF-8?q?Mejorar=20la=20redacci=C3=B3n=20en=20el?=
 =?UTF-8?q?=20README=20de=20la=20Sesi=C3=B3n=2011=20para=20mayor=20clarida?=
 =?UTF-8?q?d=20y=20concisi=C3=B3n?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 content/sesion11/Readme.md | 13 ++++++-------
 1 file changed, 6 insertions(+), 7 deletions(-)

diff --git a/content/sesion11/Readme.md b/content/sesion11/Readme.md
index a80fec1..f0bfdd6 100644
--- a/content/sesion11/Readme.md
+++ b/content/sesion11/Readme.md
@@ -1705,7 +1705,7 @@ El flujo de préstamos es el **siguiente**:
 3. El usuario elige un libro para prestar
 4. Se registra la lista de prestados con el nombre del usuario y el libro prestado
 5. Puede prestarse más de un libro al mismo usuario
-6. Los usuarios tienen que devolver todos los libros a la vez
+6. Deben devolver todos los libros a la vez
 7. Se puede ver la lista de libros prestados y los usuarios que los tienen
 8. Para salir se debe ingresar "salir"
 
@@ -1713,7 +1713,6 @@ El flujo de préstamos es el **siguiente**:
 
 ---
 
-El programa debe ser **creado** siguiendo las buenas prácticas de PEP 8 y organizado en una estructura de carpetas y archivos
 - **Crear** clases para representar `Libro`, `Usuario`
 - **Organizar** el código en una estructura ordenada de carpetas y módulos de Python
 - **Incluir** la documentación del análisis y diagrama en un archivo `README.md`
@@ -1743,11 +1742,11 @@ ejercicio_02/
 
 ---
 
-Realizar el análisis y diagrama de clases para el programa en `README.md` dentro de la carpeta `ejercicio_02`
-Refactorizar el código manteniendo la misma funcionalidad
-Escribir el código en archivos separados y organizar en carpetas en `ejercicio_02`
-Utilizar nombres descriptivos y seguir las buenas prácticas de PEP 8
-Probar que el programa funcione correctamente
+- Realizar el análisis y diagrama de clases para el programa en `README.md` dentro de la carpeta `ejercicio_02`
+- Refactorizar el código manteniendo la misma funcionalidad
+- Escribir el código en archivos separados y organizar en carpetas en `ejercicio_02`
+- Utilizar nombres descriptivos y seguir las buenas prácticas de PEP 8
+- Probar que el programa funcione correctamente
 
 *(5/5)*
 

From 9ed2ff4bf0833d98109b9c6e6b91b3504b10f2fc Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Fri, 5 Dec 2025 23:51:27 -0400
Subject: [PATCH 22/27] Update content/sesion11/Readme.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 content/sesion11/Readme.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/content/sesion11/Readme.md b/content/sesion11/Readme.md
index f0bfdd6..d91f9c5 100644
--- a/content/sesion11/Readme.md
+++ b/content/sesion11/Readme.md
@@ -1602,7 +1602,7 @@ class Tarea:
         self.des = d
         self.comp = 0
     def completada(self):
-        self.comp == 1
+        self.comp = 1
 
 class ListaTareas:
     def __init__(self):

From 473a2056003cc93a10efac03445553d5ac26b2eb Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sat, 6 Dec 2025 07:12:08 +0000
Subject: [PATCH 23/27] =?UTF-8?q?Update=20index.html=20title=20and=20style?=
 =?UTF-8?q?sheet=20links=20for=20Sesi=C3=B3n=2012?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 content/sesion12/Readme.md  | 608 +++++++++++++++++++++++++++---------
 content/sesion12/index.html |   6 +-
 2 files changed, 472 insertions(+), 142 deletions(-)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index 9759716..a533626 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -11,41 +11,46 @@
 
 ---
 
-#### VS Code
+### Antes de empezar
 
-Abrimos el proyecto del Study Group
+---
+
+#### Proyecto en VSCode
+
+Abre el proyecto en VSCode
 
 ```bash
 code psg-oop-2025
 ```
 
-Creamos una carpeta llamada `sesion12` dentro del proyecto
+Crea una carpeta con el nombre `sesion12`
 
 ```bash
 mkdir sesion12
 cd sesion12
 ```
 
-Aquí guardaremos los ejemplos de la sesión
+- Los archivos de esta sesión deben estar dentro de esta carpeta
 
+- Al finalizar la sesión, sube los cambios al repositorio en un commit
 
 ---
 
-Python es uno de los lenguajes más populares y entre sus características
-se encuentra la facilidad para escribir código.
+**Python** es uno de los lenguajes más populares y entre sus características
+se encuentra la **facilidad** para escribir código
 
-El tipado dinámico de Python permite a los desarrolladores escribir código
+El **tipado dinámico** de Python permite a los desarrolladores escribir código
 rápido y flexible
 
 ---
-Pero esto también puede llevar a errores difíciles de detectar
-si no se tiene cuidado.
+
+Pero esto también puede llevar a *errores* difíciles de detectar si no se tiene *cuidado*
 
 ---
-Una variable puede cambiar de tipo en cualquier momento, lo que puede causar
-errores en tiempo de ejecución.
 
-Desde la terminal interactiva de Python:
+Una **variable** puede **cambiar de tipo** en cualquier momento, lo que puede causar *errores* en tiempo de ejecución
+
+Desde la terminal interactiva de Python
 
 ```python
 def sumar(a, b):
@@ -67,18 +72,18 @@ TypeError: unsupported operand type(s) for +: 'int' and 'str'
 ```
 
 ---
-Este tipo de errores puede ser difícil de detectar y corregir,
-especialmente en proyectos grandes.
 
-Para lo cual, en Python se ha introducido el concepto de "anotaciones de tipo"
+Este tipo de *errores* puede ser difícil de *detectar y corregir*, especialmente en proyectos grandes
+
+Para lo cual, en **Python** se ha introducido el concepto de **anotaciones de tipo**
 
 ---
 
 #### Anotaciones
 
-Python desde su versión 3.6 introdujo el concepto de "anotaciones de tipo"
+Python desde su versión **3.6** introdujo el concepto de **anotaciones de tipo**
 que permiten a los desarrolladores especificar el tipo de datos esperado
-para:
+para
 
 - Variables
 - Parámetros de funciones
@@ -87,11 +92,11 @@ para:
 
 ---
 
-Esto ayuda a mejorar la legibilidad del código y a detectar errores
-antes de que se ejecuten.
+Esto **ayuda** a mejorar la **legibilidad** del código y a **detectar errores**
+antes de que se ejecuten
 
-Además, los editores de código y herramientas de análisis estático
-pueden utilizar estas anotaciones para proporcionar sugerencias y advertencias.
+Además, los **editores de código** y herramientas de análisis estático
+pueden utilizar estas anotaciones para proporcionar **sugerencias** y *advertencias*
 
 ![Anotaciones de tipo](./img/annotation_01.png) <!-- .element width="50%"-->
 
@@ -107,8 +112,8 @@ touch anotaciones.py
 
 #### Anotaciones en variables
 
-Las anotaciones de tipo en variables se utilizan para indicar el tipo de datos
-que se espera que contenga una variable.
+Las anotaciones de tipo en **variables** se utilizan para indicar el tipo de dato
+que se espera que contenga una variable
 
 ```python
 edad: int = 30  
@@ -121,38 +126,56 @@ print(type(altura))  # <class 'float'>
 print(type(activo))  # <class 'bool'>
 ```
 
-Estas anotaciones no afectan el comportamiento del código,
-pero proporcionan información adicional para los desarrolladores
+Estas **anotaciones** no afectan el comportamiento del código,
+pero proporcionan **información adicional** para los desarrolladores
 
 ---
 
-De esta manera, podemos ver que la variable `edad` es un entero,
-`nombre` es una cadena, `altura` es un flotante y `activo` es un booleano.
+De esta manera, podemos ver que
 
-Esto ayuda a los desarrolladores a entender mejor el código
-y a detectar errores antes de que se ejecuten.
+- `edad` es un **entero**
+- `nombre` es una **cadena**
+- `altura` es un **flotante**
+- `activo` es un **booleano**
+
+Esto ayuda a los desarrolladores a entender mejor el **propósito** de cada variable
 
 ---
 
-#### Anotaciones en variables
+También se pueden utilizar anotaciones de tipo para **estructuras** de datos donde
+se incluyen los **tipos de los elementos** que contienen
 
-También se pueden utilizar anotaciones de tipo para estructuras de datos donde
-se incluyen los tipos de los elementos que contienen
+En el caso de listas se utiliza la sintaxis 
 
-En el caso de listas se utiliza la sintaxis `list[tipo]`:
-Donde `tipo` es el tipo de los elementos que contiene la lista.
+`list[tipo]`
+
+- `list` es la estructura de datos
+- `tipo` es el tipo de los elementos que contiene la lista
 
 ---
 
-En el caso de diccionarios se utiliza la sintaxis `dict[clave_tipo, valor_tipo]`:
-Donde `clave_tipo` es el tipo de las claves y `valor_tipo` es el tipo de los valores.
+En el caso de diccionarios se utiliza la sintaxis
+
+`dict[clave_tipo, valor_tipo]`
+
+- `dict` es la estructura de datos
+- `clave_tipo` es el tipo de las claves
+- `valor_tipo` es el tipo de los valores
+
+---
+
+En el caso de tuplas se utiliza la sintaxis
+
+`tuple[tipo1, tipo2, ...]`
 
-En el caso de tuplas se utiliza la sintaxis `tuple[tipo1, tipo2, ...]`:
-Donde `tipo1`, `tipo2`, etc. son los tipos de los elementos que contiene la tupla.
+- `tuple` es la estructura de datos
+- `tipo1`, `tipo2`, `...` Son los tipos de los elementos que contiene la tupla
 
 
 ---
 
+Ejemplos de anotaciones en estructuras de datos
+
 ```python
 numeros: list[int] = []
 nombres: dict[str, str] = {}  
@@ -168,11 +191,11 @@ print(type(tuplas))  # <class 'tuple'>
 
 ---
 
-Sin anotaciones:
+*Sin* anotaciones
 
 ![Sin anotaciones](./img/annotation_02.png) <!-- .element width="50%"-->
 
-Con anotaciones:
+**Con** anotaciones
 
 ![Con anotaciones](./img/annotation_03.png) <!-- .element width="50%"-->
 
@@ -180,45 +203,49 @@ Con anotaciones:
 
 #### Anotaciones en funciones
 
-Se utilizan para indicar los tipos de datos que se espera que contengan los parámetros 
-y el tipo de dato que se espera que retorne
+Se utilizan para indicar los tipos de datos que se espera que contengan los **parámetros** 
+y el tipo de dato que se espera que **retorne**
+
+Los parámetros de una función se anotan utilizando la sintaxis 
+
+`parametro: tipo`
+
+y el tipo de retorno se anota utilizando la sintaxis 
 
-Los parámetros de una función se anotan utilizando la sintaxis `parametro: tipo`
-y el valor de retorno se anota utilizando la sintaxis `-> tipo` 
+`-> tipo` 
 
 El tipo de retorno se coloca antes de los dos puntos `:`
 
 ---
 
-Por ejemplo, si tenemos una función que suma dos números enteros
+Por ejemplo, si tenemos una función que suma **dos números enteros** y retorna un **entero**
 
 ```python
 def sumar(a: int, b: int) -> int:
     return a + b
 ```
 
-En este ejemplo, la función `sumar` espera dos parámetros de tipo entero
-y retorna un valor de tipo entero.
+- La función `sumar` espera dos parámetros
+- `a` y `b` de tipo entero
+- Retorna un valor de tipo entero
 
 ---
 
-Sin anotaciones:
+*Sin* anotaciones
 
 ![Sin anotaciones](./img/annotation_04.png) <!-- .element width="40%"-->
 
-Con anotaciones:
+**Con** anotaciones
 
 ![Con anotaciones](./img/annotation_05.png) <!-- .element width="40%"-->
 
 ---
 
-#### Anotaciones en funciones
-
-También se pueden utilizar anotaciones de tipo para funciones que aceptan
-parámetros de tipo genérico, como listas o diccionarios.
+Se pueden utilizar anotaciones de tipo para funciones que aceptan
+parámetros de **estructuras** de datos
 
-Por ejemplo, si tenemos una función que recibe una lista de enteros y 
-retorna una lista de cuadrados de esos enteros
+Por ejemplo, si tenemos una función que recibe una **lista de enteros** y 
+retorna una **lista de enteros** que son los cuadrados de los números
 
 ```python
 def cuadrados(numeros: list[int]) -> list[int]:
@@ -227,9 +254,14 @@ numeros = cuadrados([2,4,6])
 print (numeros)
 ```
 
+- La función `cuadrados` espera un parámetro
+- `numeros` que es una lista de enteros
+- Retorna una lista de enteros
+
 ---
 
-Las anotaciones nos ayudan a saber que la variable `numeros` es una lista de enteros
+Las anotaciones nos ayudan a saber que la variable `numeros` que almacena el resultado de la función
+es una **lista de enteros**
 
 ![Con anotaciones](./img/annotation_06.png) <!-- .element width="60%"-->
 
@@ -238,13 +270,15 @@ Las anotaciones nos ayudan a saber que la variable `numeros` es una lista de ent
 #### Anotaciones en clases
 
 Las anotaciones de tipo también se pueden utilizar en clases para indicar
-los tipos de datos de los atributos de una clase.
+los tipos de datos de los **atributos** de una clase
 
 Por ejemplo, si tenemos una clase `Persona` con atributos de clase `especie`
 y atributos de instancia `nombre` y `edad`
 
 ---
 
+Ejemplo de anotaciones en clases
+
 ```python
 class Persona:
     especie: str = "Homo sapiens"
@@ -253,29 +287,27 @@ class Persona:
         self.edad: int = edad
 ```
 
-
-La clase `Persona` tiene un atributo de clase `especie` de tipo cadena
-con el valor por defecto "Humano"
-
-Atributos de instancia `nombre` y `edad` de tipo cadena e entero
+- Clase `Persona` tiene un atributos
+- Atributo `especie` es de tipo cadena con valor por defecto `"Homo sapiens"`
+- Atributo `nombre` de tipo cadena
+- Atributo `edad` de tipo entero
 
 ---
 
-Con anotaciones:
+**Con** anotaciones en atributos y en el constructor al **instanciar** la clase
+muestra el editor los tipos de datos que necesita la clase
 
 ![Con anotaciones](./img/annotation_07.png) <!-- .element width="50%"-->
 
-
 ---
 
-Existe otro estilo de anotaciones usado mayormente en versiones anteriores a Python 3.8
-
-utilizando el módulo `typing` y las clases `List`, `Dict`, `Tuple`, etc.
+Existe otro estilo de anotaciones usado mayormente en versiones anteriores a *Python 3.8*
 
+importando el módulo `typing`  y las clases `List`, `Dict`, `Tuple`, etc.
 
 ---
 
-Por ejemplo, si tenemos una función que recibe una lista de enteros y retorna una lista de enteros
+Si tenemos una función que recibe una **lista de enteros** y retorna una **lista de enteros**
 
 ```python
 from typing import List
@@ -290,34 +322,36 @@ directamente sin importar el módulo `typing`
 
 ---
 
-Es importante recordar que las anotaciones de tipo en Python son opcionales
-y no afectan el comportamiento del código en tiempo de ejecución.
+Es importante recordar que las anotaciones de tipo en Python **son opcionales**
+y **NO afectan el comportamiento** del código en tiempo de ejecución
 
 ---
 
-Pero no es suficiente, también es importante documentar el código
-para que se pueda entender fácilmente su propósito y funcionamiento.
+Pero no es suficiente para escribir código limpio y mantenible
+
+También es importante **documentar el código**
+para que se pueda entender fácilmente su propósito y funcionamiento
 
 ---
 
 #### Documentación
 
-La documentación es una parte esencial del desarrollo de software
-ya que ayuda a los desarrolladores a entender el propósito y funcionamiento del código.
+La documentación es una **parte esencial** del desarrollo de software
+ya que ayuda a los desarrolladores a entender el **propósito y funcionamiento** del código
 
-En las clases podemos utilizar cadenas de documentación (docstrings)
+En las **clases** podemos utilizar cadenas de documentación *docstrings*
 para documentar el propósito de la clase, sus atributos y métodos.
 
 ---
 
-La documentación se coloca entre comillas triples `"""` justo después de la definición de la clase
-o del método.
+Se coloca entre comillas triples `"""` justo después de la definición de la clase
+o del método
 
-Los editores de código y herramientas de análisis estático pueden utilizar
-estas cadenas de documentación para proporcionar sugerencias de autocompletado y advertencias.
+Los **editores de código** y herramientas de análisis estático utilizan
+estas cadenas de documentación para mostrar **sugerencias** y *advertencias* sobre el uso del código
 
 ---
-Creamos un archivo llamado `documentacion.py` en la carpeta `sesion12`
+Crearemos un archivo llamado `documentacion.py` en la carpeta `sesion12`
 
 ```bash
 touch documentacion.py
@@ -327,11 +361,11 @@ touch documentacion.py
 
 #### Documentación en clases
 
-Por ejemplo, si tenemos una clase `Persona` con un atributo `nombre` y un método `saludar`
+Por ejemplo, Una clase `Persona` con un atributo `nombre` y un método `saludar`
 
-```python
-Sin documentación:
+*Sin* documentación
 
+```python
 class Persona:
     def __init__(self, nombre: str):
         self.nombre: str = nombre
@@ -347,7 +381,7 @@ jhon.saludar()
 
 ---
 
-Con documentación:
+**Con** documentación
 
 ```python
 class Persona:
@@ -375,15 +409,21 @@ jhon.saludar()
 
 ---
 
-Existen diferentes convenciones para escribir documentación en Python 
+Existen diferentes convenciones para escribir **documentación en Python** 
 la [PEP 257](https://peps.python.org/pep-0257/) establece la base para las cadenas de documentación
 
-Existen diferentes estilos de documentación, como el estilo Google, NumPy y reStructuredText (reST)
+Existen diferentes estilos de documentación
+
+- Google
+- NumPy
+- reStructuredText (reST)
 
-Donde cada uno tiene su propia sintaxis y convenciones
+Cada uno tiene su propia **sintaxis y convenciones**
 
 ---
 
+Usos **típicos** de cada estilo
+
 | Estilo                  | Uso típico                                   |
 | ----------------------- | -------------------------------------------- |
 | Google                  | Documentación de proyectos y bibliotecas     |
@@ -393,6 +433,8 @@ Donde cada uno tiene su propia sintaxis y convenciones
 
 ---
 
+**Comparación** entre estilos
+
 | Estilo | Ventajas                    | Desventajas                                      |
 | ------ | --------------------------- | ------------------------------------------------ |
 | Google | Fácil de leer y escribir    | Menos detallado para proyectos complejos         |
@@ -401,6 +443,8 @@ Donde cada uno tiene su propia sintaxis y convenciones
 
 ---
 
+**Legibilidad** de cada estilo
+
 | Estilo | Legibilidad                                                                       |
 | ------ | --------------------------------------------------------------------------------- |
 | Google | Claro y conciso, fácil  para humanos                                              |
@@ -412,9 +456,53 @@ Donde cada uno tiene su propia sintaxis y convenciones
 
 #### Estilo Google
 
-Para documentar una función o método, se utiliza la siguiente sintaxis:
+Se utiliza la siguiente sintaxis para documentar 
+
+```python [2-17]
+def funcion(parametro1: tipo, parametro2: tipo) -> tipo:
+    """Descripción breve de la función
+
+    Args:
+        parametro1 (tipo): Descripción del primer parámetro
+        parametro2 (tipo): Descripción del segundo parámetro
+
+    Returns:
+        tipo: Descripción del valor de retorno
+
+    Raises:
+        TipoDeError: Condiciones que causan este error
+
+    Examples:
+        >>> funcion(valor1, valor2)
+        resultado_esperado
+    """
+    pass
+```
+
+
+---
+
+Crea el archivo `estilo_google.py` en la carpeta `sesion12`
+
+Documenta la siguiente función que devuelve la secuencia de Fibonacci hasta el n-ésimo número
+usando el estilo Google
 
 ```python
+def fibonacci(n: int) -> str:
+    if n < 0:
+        raise ValueError("El índice no puede ser negativo")
+    fib = [0, 1]
+    for i in range(2, n):
+        fib.append(fib[i - 1] + fib[i - 2])
+    return ', '.join(str(x) for x in fib[:n])
+print (fibonacci(5))
+```
+
+---
+
+Documentación estilo Google
+
+```python [2|4-5|7-8|10-11|13-16]
 def fibonacci(n: int) -> str:
     """Devuelve la secuencia de Fibonacci hasta el n-ésimo número.
 
@@ -441,15 +529,67 @@ print (fibonacci(5))
 ```
 
 ---
-El editor de código puede interpretar la documentación y proporcionar sugerencias de autocompletado
+El editor de código **interpreta la documentación** y proporcionar sugerencias de autocompletado
 
 ![Estilo Google](./img/documentation_05.png) <!-- .element width="50%"-->
 
 
 ---
+
 #### Estilo NumPy
 
-Para documentar una función o método, se utiliza la siguiente sintaxis:
+Se utiliza la siguiente sintaxis para documentar
+
+```python
+def funcion(parametro1: tipo, parametro2: tipo) -> tipo:
+    """
+    Descripción breve de la función.
+
+    Parameters
+    ----------
+    parametro1 : tipo
+        Descripción del primer parámetro.
+    parametro2 : tipo
+        Descripción del segundo parámetro.
+
+    Returns
+    -------
+    tipo
+        Descripción del valor de retorno.
+
+    Raises
+    ------
+    TipoDeError
+        Condiciones que causan este error.
+
+    Examples
+    --------
+    >>> funcion(valor1, valor2)
+    resultado_esperado
+    """
+    pass
+```
+
+---
+
+Crea el archivo `estilo_numpy.py` en la carpeta `sesion12`
+
+Documenta la siguiente función que devuelve la secuencia de Fibonacci hasta el n-ésimo número
+
+```python
+def fibonacci(n: int) -> str:
+    if n < 0:
+        raise ValueError("El índice no puede ser negativo")
+    fib = [0, 1]
+    for i in range(2, n):
+        fib.append(fib[i - 1] + fib[i - 2])
+    return ', '.join(str(x) for x in fib[:n])
+print (fibonacci(5))
+```
+
+---
+
+Documentación estilo NumPy
 
 ```python
 def fibonacci(n: int) -> str:
@@ -487,13 +627,55 @@ print(fibonacci(5))
 ```
 
 ---
-El editor de código puede interpretar la documentación y proporcionar sugerencias de autocompletado
+El editor de código **interpretar la documentación** y proporcionar sugerencias de autocompletado
 
 ![Estilo NumPy](./img/documentation_06.png) <!-- .element width="40%"-->
 
 ---
+
 #### Estilo reStructuredText (reST)
-Para documentar una función o método, se utiliza la siguiente sintaxis:
+
+Se utiliza la siguiente sintaxis para documentar
+
+```python
+def funcion(parametro1: tipo, parametro2: tipo) -> tipo:
+    """
+    Descripción breve de la función.
+
+    :param parametro1: Descripción del primer parámetro.
+    :type parametro1: tipo
+    :param parametro2: Descripción del segundo parámetro.
+    :type parametro2: tipo
+    :return: Descripción del valor de retorno.
+    :rtype: tipo
+    :raises TipoDeError: Condiciones que causan este error.
+    :example:
+        >>> funcion(valor1, valor2)
+        resultado_esperado
+    """
+    pass
+```
+
+---
+
+Crea el archivo `estilo_rest.py` en la carpeta `sesion12`
+
+Documenta la siguiente función que devuelve la secuencia de Fibonacci hasta el n-ésimo número
+
+```python
+def fibonacci(n: int) -> str:
+    if n < 0:
+        raise ValueError("El índice no puede ser negativo")
+    fib = [0, 1]
+    for i in range(2, n):
+        fib.append(fib[i - 1] + fib[i - 2])
+    return ', '.join(str(x) for x in fib[:n])
+print (fibonacci(5))
+```
+
+---
+
+Documentación estilo reST
 
 ```python
 def fibonacci(n: int) -> str:
@@ -520,77 +702,96 @@ print(fibonacci(5))
 ```
 
 ---
-El editor de código puede interpretar la documentación y proporcionar sugerencias de autocompletado
+
+El editor de código **interpretar la documentación** y proporcionar sugerencias de autocompletado
 
 ![Estilo reST](./img/documentation_07.png) <!-- .element width="40%"-->
 
 ---
 
-Elige un estilo de documentación y sé consistente en su uso a lo largo de tu código
+Todos los estilos son **válidos** y tienen sus propias ventajas y desventajas
 
-Esto facilitará la lectura y comprensión del código para ti y para otros desarrolladores
+![Estilo Google](./img/documentation_05.png) <!-- .element width="30%"-->
+![Estilo NumPy](./img/documentation_06.png) <!-- .element width="30%"-->
+![Estilo reST](./img/documentation_07.png) <!-- .element width="30%"-->
+
+---
+
+**Elige** un estilo de documentación y sé **consistente** en su uso a lo largo de tu código
+
+Esto **facilitará** la lectura y comprensión del código para ti y para otros desarrolladores
+
+---
+
+Añadir anotaciones de tipo y documentación a tu código es una **buena práctica**
+
+Existen otras buenas prácticas como los **principios de desarrollo**
+
+que ayudan a escribir código elegante y mantenible
 
 ---
 
 #### Principios de desarrollo
 
-Los principios de desarrollo son un conjunto de buenas prácticas
-que ayudan a los desarrolladores a escribir código limpio, mantenible y escalable.
+Los principios de desarrollo son un conjunto de **buenas prácticas**
+que ayudan a los desarrolladores a escribir código limpio, mantenible y escalable
 
-Al igual que los patrones de diseño, los principios de desarrollo
-proporcionan soluciones a problemas comunes en el desarrollo de software.
+Al igual que los *patrones de diseño*, los principios de desarrollo
+proporcionan soluciones a problemas comunes en el desarrollo de software
 
 ---
+
 Algunos de los principios más importantes son:
 
-- KISS (Keep It Simple, Stupid)
-- DRY (Don't Repeat Yourself)
-- YAGNI (You Aren't Gonna Need It)
+- **KISS** (Keep It Simple, Stpid)
+- **DRY** (Don't Repeat Yourself)
+- **YAGNI** (You Aren't Gonna Need It)
 
 ---
 
-#### KISS (Keep It Simple, Stupid)
+#### KISS (Keep It Simple, St*pid)
 
-El principio KISS enfatiza la importancia de mantener el código simple y fácil de entender.
+El principio KISS enfatiza la importancia de mantener **el código simple** y fácil de entender
 
-Un código simple es más fácil de leer, mantener y depurar.
+Un código simple es **más fácil** de leer, mantener y depurar
 
 ---
 
-Se puede resumir en:
+Se resume en
 
-- Simplicidad: Las soluciones deben ser lo más simples posible evitando características innecesarias.
-- Claridad: El código debe ser claro y fácil de entender
+- **Simplicidad**: Las soluciones deben ser lo más simples posible evitando características innecesarias
+- **Claridad**: El código debe ser claro y fácil de entender
 
 ---
 
-- Minimalismo: Evitar la complejidad innecesaria y centrarse en lo esencial.
-- Eficiencia: Las soluciones simples son más eficientes
-- Evite la sobreingeniería: No agregue características o funcionalidades innecesarias.
+- **Minimalismo**: Evitar la complejidad innecesaria y centrarse en lo esencial
+- **Eficiencia**: Las soluciones simples son más eficientes
+- *Evite la sobreingeniería*: No agregue características o funcionalidades innecesarias
 
 
 ---
 
-Una forma de aplicarlo es:
+Una forma de aplicarlo es
 
-- Dividir problemas complejos en partes más pequeñas y manejables.
-- Evitar la sobreingeniería y centrarse en lo esencial.
-- Utilizar nombres claros y descriptivos para variables, funciones y clases.
+- **Dividir** problemas complejos en partes más pequeñas y manejables
+- *Evitar* la sobreingeniería y **centrarse** en lo esencial
+- **Utilizar** nombres claros y descriptivos para variables, funciones y clases
 
 ---
 
 #### Ejemplo KISS
 
+Crear el archivo `kiss.py` en la carpeta `sesion12`
+
 ```text
 La primera calculadora de un estudiante sólo sabe
-sumar dos números, tiene una clase SumaDeNumeros 
+sumar dos números enteros, tiene una clase SumaDeNumeros 
 con el método operar que realiza la suma.
 Sin embargo, no es muy claro, ni simple.
 Simplifica el código aplicando el principio KISS
 ```
 
 ```python [1-11|13-18]
-# Complejidad innecesaria
 class SumaDeNumeros:
     def __init__(self, a, b):
         self.a = a
@@ -601,8 +802,13 @@ class SumaDeNumeros:
 
 suma = SumaDeNumeros(5, 7)
 print(suma.operar())
+```
+
+---
 
-# Solución simple
+Solución simple
+
+```python
 class Calculadora:
     def sumar(self, a, b):
         return a + b
@@ -611,16 +817,41 @@ print(calc.sumar(5, 7))
 ```
 
 ---
-#### Ejercicio 01
+
+Solución con anotaciones y documentación
+
+```python
+class Calculadora:
+    """Clase que representa una calculadora simple."""
+    
+    def sumar(self, a: int, b: int) -> int:
+        """Suma dos números enteros.
+
+        Args:
+            a (int): El primer número.
+            b (int): El segundo número.
+
+        Returns:
+            int: La suma de los dos números.
+        """
+        return a + b
+calc = Calculadora()
+print(calc.sumar(5, 7))
+```
+
+---
+
+#### Ejercicio para ti (01)
 
 ```text
 Una calculadora de areas que pueda calcular
 el área de rectángulos y cuadrados.
 Donde el código tiene mucha complejidad
 Simplifica el código aplicando el principio KISS
+Después de simplificar, agrega anotaciones y documentación
 ```
 
-En el archivo `areas.py` en la carpeta `sesion12`
+Crea el archivo `areas.py` en la carpeta `sesion12`
 
 ---
 
@@ -647,15 +878,15 @@ print(area_cuadrado.calcular())
 
 ---
 
-#### Solución simple
+Solución simple
 
 ```python
 class Calculadora:
     def area(self, lado1, lado2):
         return lado1 * lado2
-calc = Calculadora()
-print(calc.area(5, 10))  # Área del rectángulo
-print(calc.area(5, 5))   # Área del cuadrado
+calculadora = Calculadora()
+print(calculadora.area(5, 10))  # Área del rectángulo
+print(calculadora.area(5, 5))   # Área del cuadrado
 ```
 
 ```bash
@@ -667,41 +898,77 @@ python areas.py
 25
 ```
 
+---
+
+Solución con anotaciones y documentación
+
+```python
+class Calculadora:
+    """Clase que representa una calculadora simple."""
+    
+    def area(self, lado1: int, lado2: int) -> int:
+        """Calcula el área de un rectángulo o cuadrado.
+
+        Args:
+            lado1 (int): El primer lado.
+            lado2 (int): El segundo lado.
+
+        Returns:
+            int: El área calculada.
+        """
+        return lado1 * lado2
+calculadora = Calculadora()
+print(calculadora.area(5, 10))  # Área del rectángulo
+print(calculadora.area(5, 5))   # Área del cuadrado
+```
+
+
 ---
 
 #### DRY (Don't Repeat Yourself)
 
-El principio DRY enfatiza la importancia de evitar la duplicación de código.
+El principio DRY enfatiza la importancia de **evitar la duplicación** de código
 
-El código duplicado puede llevar a errores y dificultades en el mantenimiento.
+El código *duplicado* puede llevar a errores y dificultades en el mantenimiento
 
 ---
 
-Se puede resumir en:
+Se resume en
 
-- Unicidad: Cada pieza de conocimiento o lógica debe tener una única representación en el código.
-- Mantenimiento: El código duplicado es más difícil de mantener y actualizar.
-- Reutilización: Fomenta la reutilización de código a través de funciones, clases y módulos.
+- **Unicidad**: Cada pieza de conocimiento o lógica debe tener una única representación en el código
+- **Mantenimiento**: El código duplicado es más difícil de mantener y actualizar
+- **Reutilización**: Fomenta la reutilización de código a través de funciones, clases y módulos
 
 ---
 
-- Reducción de errores: Menos duplicación significa menos oportunidades para errores.
-- Eficiencia: Un código sin duplicación es más eficiente
-- Claridad: Un código sin duplicación es más claro y fácil de entender.
+- **Reducción de errores**: Menos duplicación significa menos oportunidades para errores
+- **Eficiencia**: Un código sin duplicación es más eficiente
+- **Claridad**: Un código sin duplicación es más claro y fácil de entender
 
 
 ---
 
 Una forma de aplicarlo es:
 
-- Identificar y eliminar código duplicado.
-- Utilizar funciones, clases y módulos para reutilizar código.
-- Mantener el código DRY durante el desarrollo y la refactorización.
+- **Identificar** y eliminar código duplicado
+- **Utilizar** funciones, clases y módulos para reutilizar código
+- **Mantener** el código DRY durante el desarrollo y la refactorización
 
 ---
 
 #### Ejemplo DRY
 
+Crear el archivo `dry.py` en la carpeta `sesion12`
+
+```text
+Calcular el área de un rectángulo y un cuadrado, 
+pero el código tiene duplicación
+Utiliza el principio DRY para eliminar la duplicación
+Unifica el código para que el cálculo del área 
+sea realizado por una sola función
+```
+
+
 ```python [1-7|9-13]
 # Código duplicado
 def area_rectangulo(lado1, lado2):
@@ -710,6 +977,13 @@ def area_cuadrado(lado):
     return lado * lado
 print(area_rectangulo(5, 10))
 print(area_cuadrado(5))
+```
+
+---
+
+Código sin duplicación
+
+```python
 
 # Código sin duplicación
 def area(lado1, lado2):
@@ -720,7 +994,27 @@ print(area(5, 5))      # Área del cuadrado
 
 ---
 
-#### Ejercicio 02
+Código sin duplicación con anotaciones y documentación
+
+```python
+def area(lado1: int, lado2: int) -> int:
+    """Calcula el área de un rectángulo o cuadrado.
+
+    Args:
+        lado1 (int): El primer lado.
+        lado2 (int): El segundo lado.
+
+    Returns:
+        int: El área calculada.
+    """
+    return lado1 * lado2
+print(area(5, 10))  # Área del rectángulo
+print(area(5, 5))      # Área del cuadrado
+```
+
+---
+
+#### Ejercicio para ti (02)
 
 ```text
 Una tienda en línea permite pagar con diferentes métodos de pago:
@@ -734,7 +1028,7 @@ Y por cada canal aplica un impuesto diferente
 Simplifica el código aplicando el principio DRY
 ```
 
-En el archivo `tienda.py` en la carpeta `sesion12`
+Crea archivo `tienda.py` en la carpeta `sesion12`
 
 ---
 
@@ -770,7 +1064,7 @@ tienda.pagar_qr(100)
 
 ---
 
-#### Solución simple
+Solución simple
 
 ```python
 class Tienda:
@@ -804,6 +1098,42 @@ Pago con qr: Monto=100, Impuesto=1.0, Total=101.0
 
 ---
 
+Solución con anotaciones y documentación
+
+```python
+class Tienda:
+    """Clase que representa una tienda en línea."""
+
+    def calcular_impuesto(self, monto: float, tasa: float) -> float:
+        """Calcula el impuesto basado en el monto y la tasa.
+
+        Args:
+            monto (float): El monto sobre el cual se calcula el impuesto.
+            tasa (float): La tasa de impuesto.
+
+        Returns:
+            float: El monto del impuesto calculado.
+        """
+        return monto * tasa
+    def pagar(self, monto: float, metodo: str) -> None:
+        """Procesa el pago utilizando el método especificado.
+        Args:
+            monto (float): El monto a pagar.
+            metodo (str): El método de pago (tarjeta, transferencia, qr).
+        """
+        tasas = {
+            "tarjeta": 0.05,
+            "transferencia": 0.02,
+            "qr": 0.01
+        }
+tienda = Tienda()
+tienda.pagar(100, "tarjeta")
+tienda.pagar(100, "transferencia")
+tienda.pagar(100, "qr")
+```
+
+---
+
 #### YAGNI (You Aren't Gonna Need It)
 
 El principio YAGNI enfatiza la importancia de no agregar funcionalidades
diff --git a/content/sesion12/index.html b/content/sesion12/index.html
index 7f4a545..56e5d31 100644
--- a/content/sesion12/index.html
+++ b/content/sesion12/index.html
@@ -3,12 +3,12 @@
 
 <head>
     <meta charset="utf-8">
-    <title>Sesión 12 OOP - Python Study Group</title>
-    <link rel="stylesheet" href="../custom.css">
+    <title>Sesión 12 | Python Study Group | OOP</title>
     <link rel="stylesheet" href="../../dist/reveal.css">
     <link rel="stylesheet" href="../../dist/theme/black.css" id="theme">
-    <link rel="stylesheet" href="../../plugin/highlight/monokai.css">
+    <link rel="stylesheet" href="../../plugin/highlight/atom-one-dark-reasonable.css">
     <link rel="stylesheet" href="../../plugin/pointer/pointer.css" />
+    <link rel="stylesheet" href="../custom.css">
 </head>
 
 <body>

From 1bd8153c431fcc663d1d4a55bc25b68999c36575 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sat, 6 Dec 2025 07:28:21 +0000
Subject: [PATCH 24/27] Refine YAGNI principles and examples in Readme.md for
 clarity and documentation

---
 content/sesion12/Readme.md | 130 +++++++++++++++++++++++++++++--------
 1 file changed, 102 insertions(+), 28 deletions(-)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index a533626..fcdbf02 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -948,7 +948,7 @@ Se resume en
 
 ---
 
-Una forma de aplicarlo es:
+Una forma de aplicarlo es
 
 - **Identificar** y eliminar código duplicado
 - **Utilizar** funciones, clases y módulos para reutilizar código
@@ -1136,50 +1136,56 @@ tienda.pagar(100, "qr")
 
 #### YAGNI (You Aren't Gonna Need It)
 
-El principio YAGNI enfatiza la importancia de no agregar funcionalidades
-o características que no son necesarias en el momento.
+El principio YAGNI enfatiza la importancia de *NO agregar* funcionalidades
+o características que *no son necesarias* en el momento
 
-Esto ayuda a evitar la sobreingeniería y a mantener el código simple y enfocado.
+Ayuda a evitar la *sobreingeniería* y a mantener el código simple y enfocado
 
 ---
 
-Se puede resumir en:
+Se resume en
 
-- Necesidad: No agregue funcionalidades o características que no son necesarias.
-- Simplicidad: Mantenga el código simple y enfocado en el propósito actual.
-- Eficiencia: Evite la complejidad innecesaria que puede afectar el rendimiento.
+- **Necesidad**: No agregue funcionalidades o características que no son necesarias
+- **Simplicidad**: Mantenga el código simple y enfocado en el propósito actual
+- **Eficiencia**: Evite la complejidad innecesaria que puede afectar el rendimiento
 
 ---
 
-- Mantenimiento: Un código sin características innecesarias es más fácil de mantener.
-- Claridad: Un código sin características innecesarias es más claro y fácil de entender.
-- Flexibilidad: Un código sin características innecesarias es más flexible y adaptable a cambios futuros.
+- **Mantenimiento**: Un código sin características innecesarias es más fácil de mantener
+- **Claridad**: Un código sin características innecesarias es más fácil de entender
+- **Flexibilidad**: Un código sin características innecesarias es más flexible y adaptable a cambios futuros
 
 ---
 
-Una forma de aplicarlo es:
+Una forma de aplicarlo es
 
-- Enfocarse en los requisitos actuales y no en posibles requisitos futuros.
-- Evitar la sobreingeniería y centrarse en lo esencial.
-- Revisar y eliminar características innecesarias durante la refactorización.
+- **Enfocarse** en los **requisitos actuales** y NO en posibles requisitos futuros
+- *Evitar* la sobreingeniería y centrarse en lo esencial
+- Revisar y *eliminar características innecesarias* durante la refactorización
 
 ---
 
-- Priorizar la simplicidad y claridad del código.
-- Mantener el código enfocado en el propósito actual.
-- Evitar la tentación de agregar características "por si acaso".
+- **Priorizar** la simplicidad y claridad del código
+- **Mantener** el código enfocado en el propósito actual
+- **Evitar** la tentación de agregar características
+
+*"por si acaso"*
 
 ---
 #### Ejemplo YAGNI
 
+Crear el archivo `yagni.py` en la carpeta `sesion12`
+
 ```text
 Un estudiante esta aprendiendo a sumar dos números, y le dieron
 una calculadora para para que pueda practicar la suma, pero
-la calculadora tiene muchas funciones que no va a usar aún.
+tiene muchas funciones que no va a usar aún
+Simplifica el código aplicando el principio YAGNI
+Deja solo la funcionalidad necesaria para sumar dos números
+agrega anotaciones y documentación
 ```
 
-```python [1-14|15-20]
-# Característica innecesaria
+```python [1-14]
 class Calculadora:
     def sumar(self, a, b):
         return a + b
@@ -1188,12 +1194,16 @@ class Calculadora:
     def multiplicar(self, a, b):
         return a * b
     def dividir(self, a, b):
-        if b == 0:
-            raise ValueError("No se puede dividir por cero")
         return a / b
 calc = Calculadora()
 print(calc.sumar(5, 7))
-# Solución enfocada
+```
+
+---
+
+Solución simple
+
+```python
 class Calculadora:
     def sumar(self, a, b):
         return a + b
@@ -1202,7 +1212,28 @@ print(calc.sumar(5, 7))
 ```
 
 ---
-#### Ejercicio 03
+Solución con anotaciones y documentación
+
+```python
+class Calculadora:
+    """Clase que representa una calculadora simple."""
+    def sumar(self, a: int, b: int) -> int:
+        """Suma dos números enteros.
+
+        Args:
+            a (int): El primer número.
+            b (int): El segundo número.
+
+        Returns:
+            int: La suma de los dos números.
+        """
+        return a + b
+calc = Calculadora()
+print(calc.sumar(5, 7))
+```
+
+---
+#### Ejercicio para ti (03)
 
 ```text
 Un profesor necesita una forma sencilla de llevar
@@ -1211,11 +1242,12 @@ las notas de sus exámenes. Quiere poder calcular
 fácilmente el promedio de cada estudiante y saber 
 de si ha aprobado o no el curso, 
 con nota mayor a  51, además de tener 
-un resumen claro de sus resultados para mostrárselos.
+un resumen claro de sus resultados para mostrárselos
 Simplifica el código aplicando el principio YAGNI
+Agrega anotaciones y documentación
 ```
 
-En el archivo `estudiantes.py` en la carpeta `sesion12`
+Crea archivo `estudiantes.py` en la carpeta `sesion12`
 
 ---
 Realizar los cambios 4 minutos
@@ -1261,7 +1293,7 @@ print(estudiante1.resumen())
 <iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
 
 ---
-#### Solución simple
+Solución simple
 
 ```python
 class Estudiante:
@@ -1291,6 +1323,48 @@ Estudiante: Ana, Notas: [85, 90, 78], Promedio: 84.33333333333333, Aprobado: Tru
 
 ---
 
+Solución con anotaciones y documentación
+
+```python
+class Estudiante:
+    """Clase que representa a un estudiante."""
+    def __init__(self, nombre: str, notas: list[int]) -> None:
+        """Inicializa una nueva instancia de la clase Estudiante.
+
+        Args:
+            nombre (str): El nombre del estudiante.
+            notas (list[int]): Las notas del estudiante.
+        """
+        self.nombre = nombre
+        self.notas = notas
+    def calcular_promedio(self) -> float:
+        """Calcula el promedio de las notas del estudiante.
+        Returns:
+            float: El promedio de las notas.
+        """
+        return sum(self.notas) / len(self.notas)
+    def aprobo(self) -> bool:
+        """Determina si el estudiante aprobó el curso.
+        Returns:
+            bool: True si aprobó, False en caso contrario.
+        """
+        return self.calcular_promedio() >= 51
+    def resumen(self) -> str:
+        """Genera un resumen del estudiante.
+        Returns:
+            str: Un resumen con el nombre, notas, promedio y estado de aprobación.
+        """
+        mensaje = f"Estudiante: {self.nombre}"
+        mensaje += f", Notas: {self.notas}"
+        mensaje += f", Promedio: {self.calcular_promedio()}"
+        mensaje += f", Aprobado: {self.aprobo()}"
+        return mensaje
+estudiante1 = Estudiante("Ana", [85, 90, 78])
+print(estudiante1.resumen())
+```
+
+---
+
 #### Resumen
 
 - Python es un lenguaje popular por su facilidad para escribir código y su tipado dinámico, lo que permite flexibilidad pero puede causar errores difíciles de detectar.

From 33bad764347887e4b63ac26e7c8e4602ffa5d08c Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sat, 6 Dec 2025 07:28:49 +0000
Subject: [PATCH 25/27] Add game description for dice game example in Readme.md

---
 content/sesion12/Readme.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index fcdbf02..25e9bac 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -1408,6 +1408,8 @@ psg-oop-2025/
 
 ---
 
+---
+
 1. Un juego de dados de la suerte, el jugador lanza dos dados y si la suma es 7 o 11 gana, si es 2, 3 o 12 pierde, cualquier otro valor puede volver a lanzar los dados. En un futuro podrías registrar el nombre del jugador y su puntuación más alta.
 
 ```markdown

From cdd73d23df7aff6adeeb9e67413d145e8add3e11 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sun, 7 Dec 2025 04:34:58 +0000
Subject: [PATCH 26/27] =?UTF-8?q?Update=20Readme.md=20for=20Sesi=C3=B3n=20?=
 =?UTF-8?q?12=20with=20best=20practices=20and=20type=20annotations?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 content/sesion12/Readme.md | 115 ++++++++++++++++++++++++++++++++-----
 1 file changed, 100 insertions(+), 15 deletions(-)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index 25e9bac..3e419a0 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -591,7 +591,7 @@ print (fibonacci(5))
 
 Documentación estilo NumPy
 
-```python
+```python [3|5-8|10-13|15-18|20-23]
 def fibonacci(n: int) -> str:
     """
     Devuelve la secuencia de Fibonacci hasta el n-ésimo número.
@@ -677,7 +677,7 @@ print (fibonacci(5))
 
 Documentación estilo reST
 
-```python
+```python [3|5-6|7-8|9|10-12]
 def fibonacci(n: int) -> str:
     """
     Devuelve la secuencia de Fibonacci hasta el n-ésimo número.
@@ -1408,27 +1408,112 @@ psg-oop-2025/
 
 ---
 
+1. Una empresa de juegos moviles crea un nuevo juego **Dados de la Suerte**, las reglas son sencillas:
+
+- El jugador lanza **dos** dados
+- Si la suma es **7 o 11 gana**
+- Si es **2, 3 o 12 pierde**
+- Con cualquier otro valor puede volver a lanzar los dados.
+
+En el futuro tiene planificado registrar el nombre del jugador y su puntuación más alta
+pero para el lanzamiento inicial no es necesario
+
+*(1/5)*
+
 ---
 
-1. Un juego de dados de la suerte, el jugador lanza dos dados y si la suma es 7 o 11 gana, si es 2, 3 o 12 pierde, cualquier otro valor puede volver a lanzar los dados. En un futuro podrías registrar el nombre del jugador y su puntuación más alta.
 
-```markdown
-- Crea el análisis, diagrama de clases y el código.
-- Documenta el código y usa anotaciones de tipo.
+Cuenta con un flujo básico:
+
+- Jugador inicia el juego
+- Juego lanza los dados automáticamente
+- Juego muestra el resultado y si ganó, perdió o si puede volver a lanzar
+- Jugador responde SI o NO para volver a lanzar los dados
+- El juego termina cuando el jugador decide NO lanzar más o gana o pierde
+- El juego muestra un mensaje final con el resultado
+
+*(2/5)*
+
+
+---
+
+- Crea la clase `DadosDeLaSuerte` donde se implemente el flujo básico del juego
+- Identifica atributos y métodos relevantes para la clase
+- Implementa la **lógica del juego** según las reglas descritas
+- Documenta el código y usa **anotaciones de tipo**
 - Utiliza los principios KISS, DRY y YAGNI
-- Utiliza algún estilo de documentación
-```
+
+*(3/5)*
 
 ---
 
-2. Un sistema de gestión de tareas, donde se pueden agregar, eliminar y marcar tareas como completadas. En un futuro podrías agregar fechas de vencimiento y prioridades a las tareas.
+Realiza el **análisis** y **diagrama de clases** en el archivo `ejercicio_01.md`
 
-```markdown
-Crea el análisis, diagrama de clases y el código.
-Documenta el código y usa anotaciones de tipo.
-Utiliza los principios KISS, DRY y YAGNI
-Utiliza algún estilo de documentación
-```
+Escribe el código en Python para la clase de tu diagrama de clases en el archivo `ejercicio_01.py`
+
+*(4/5)*
+
+---
+
+- Asegúrate de que la clase incluyan *atributos* y *métodos* coherentes con su propósito
+- Utiliza buenas prácticas de *nomenclatura*, *legibilidad* y *PEP 8*
+- Juega varias veces para verificar que la lógica del juego funciona correctamente
+
+*(5/5)*
+
+---
+
+2. Una empresa de citas necesita un programa para gestionar tareas.
+
+El programa puede:
+
+- Agregar nuevas tareas
+- Eliminar tareas existentes
+- Marcar tareas como completadas
+
+En el futuro se planea agregar fechas de vencimiento y prioridades a las tareas
+
+*(1/5)*
+
+---
+
+Cada tarea tiene un *título*, una *descripción* y un *estado* (completada o no completada).
+
+Cuenta con un menú básico:
+
+1. **Agregar** una nueva tarea proporcionando un título y una descripción
+2. **Eliminar** una tarea por su título
+3. **Marcar** una tarea como completada por su título
+4.  **Listar** todas las tareas con su estado actual
+
+*(2/5)*
+
+---
+
+- Crea la clase `Tarea` para representar una tarea individual con atributos y métodos relevantes
+- Crea la clase `GestorDeTareas` para gestionar **una colección** de tareas, incluyendo métodos para agregar, eliminar y marcar tareas como completadas
+- Documenta el código y usa **anotaciones de tipo**
+- Utiliza los principios KISS, DRY y YAGNI
+
+*(3/5)*
+
+---
+
+- Realiza el **análisis** y **diagrama de clases** en el archivo `ejercicio_02.md`
+- Escribe el código en Python para las clases de tu diagrama de clases en el archivo `ejercicio_02.py`
+- Implementa un menú interactivo para que el usuario pueda gestionar las tareas
+- Documenta el código y usa **anotaciones de tipo**
+- Utiliza los principios KISS, DRY y YAGNI
+
+*(4/5)*
+
+---
+
+- Asegúrate de que las clases incluyan *atributos* y *métodos* coherentes con su propósito
+- Utiliza buenas prácticas de *nomenclatura*, *legibilidad* y *PEP 8*
+- Prueba las clases creando instancias y realizando operaciones de agregar, eliminar y marcar tareas como completadas
+
+*(5/5)*
 
 ---
 

From 040fb652800aa7bd1b603a97ca2ef06760a6d083 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sun, 7 Dec 2025 04:36:42 +0000
Subject: [PATCH 27/27] =?UTF-8?q?Update=20GitHub=20link=20in=20Readme.md?=
 =?UTF-8?q?=20to=20point=20to=20Sesi=C3=B3n=2012?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 content/sesion12/Readme.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index 3e419a0..af674b9 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -1532,7 +1532,7 @@ Gracias por Participar del
 <br>
 <br>
 
-[![GitHub](../../content/github_logo.png) <!-- .element width="20%"-->](https://github.com/python-la-paz/python-study-group-oop/content/sesion01)
+[![GitHub](../../content/github_logo.png) <!-- .element width="20%"-->](https://github.com/python-la-paz/python-study-group-oop/tree/main/content/sesion12)
 
 Repositorio de la Sesión