🚀 feat: Complete Neural Nexus infrastructure setup

- Core Rust/Python structure
- Docker orchestration with monitoring
- Kubernetes manifests
- CI/CD pipeline with GitHub Actions
- Complete documentation suite
- Edge device support (RPi, Jetson)
- Security hardening and monitoring
- Performance benchmarks and testing

Author: mechmind-dwv

.neural-nexus-status

@@ -0,0 +1,6 @@
+INTEGRATION_DATE=2025-10-10
+INTEGRATION_TIME=00:21:01
+GIT_BRANCH=main
+GIT_REMOTE=https://github.com/mechmind-dwv/core-system.git
+PROJECT_VERSION=0.1.0
+STATUS=READY

CONTRIBUTING.md

@@ -0,0 +1,60 @@
+# 🤝 Contribuir a Neural Nexus
+
+¡Gracias por tu interés en contribuir a Neural Nexus!
+
+## 📋 Código de Conducta
+
+Por favor, sé respetuoso y constructivo en todas las interacciones.
+
+## 🔧 Configurar Entorno de Desarrollo
+
+```bash
+# Fork el repositorio en GitHub
+# Clonar tu fork
+git clone https://github.com/tu-usuario/core-system.git
+cd core-system
+
+# Agregar upstream
+git remote add upstream https://github.com/mechmind-dwv/core-system.git
+
+# Instalar dependencias de desarrollo
+make dev
+```
+
+## 🌟 Proceso de Contribución
+
+1. Crear un issue describiendo el cambio
+2. Crear una branch: `git checkout -b feature/mi-feature`
+3. Hacer commits siguiendo [Conventional Commits](https://www.conventionalcommits.org/)
+4. Escribir tests
+5. Ejecutar `make test`
+6. Push y crear Pull Request
+
+## 📝 Convención de Commits
+
+- `feat:` Nueva funcionalidad
+- `fix:` Corrección de bug
+- `docs:` Cambios en documentación
+- `style:` Formato, punto y coma faltantes, etc
+- `refactor:` Refactorización de código
+- `test:` Agregar tests
+- `chore:` Mantenimiento
+
+## 🧪 Testing
+
+```bash
+# Ejecutar todos los tests
+make test
+
+# Tests específicos
+cargo test --package neural-nexus-core
+pytest tests/unit/
+```
+
+## 📚 Documentación
+
+Actualiza la documentación relevante en `docs/` cuando agregues nuevas features.
+
+## ❓ Preguntas
+
+Si tienes preguntas, abre un issue o únete a nuestro [Discord](https://discord.gg/neural-nexus).

QUICKSTART.md

@@ -0,0 +1,208 @@
+# 🚀 Neural Nexus - Quick Start Guide
+
+## Instalación Rápida
+
+### 1. Clonar Repositorio
+```bash
+git clone https://github.com/mechmind-dwv/core-system.git
+cd core-system
+```
+
+### 2. Configuración Inicial
+```bash
+# Copiar configuración de ejemplo
+cp .env.example .env
+
+# Editar variables de entorno
+nano .env
+```
+
+### 3. Desarrollo Local
+
+#### Opción A: Docker (Recomendado)
+```bash
+# Levantar todos los servicios
+make docker-up
+
+# Verificar servicios
+docker-compose ps
+
+# Ver logs
+docker-compose logs -f neural-nexus-orchestrator
+```
+
+#### Opción B: Desarrollo Nativo
+```bash
+# Crear entorno virtual
+python3 -m venv venv
+source venv/bin/activate
+
+# Instalar dependencias
+make install
+
+# Ejecutar orchestrator
+cargo run --bin neural-nexus-orchestrator
+
+# En otra terminal: ejecutar node
+cargo run --bin neural-nexus-node
+```
+
+### 4. Verificar Instalación
+```bash
+# Health check del orchestrator
+curl http://localhost:8080/health
+
+# Métricas
+curl http://localhost:8080/metrics
+
+# Lista de nodos
+curl http://localhost:8080/api/v1/nodes
+```
+
+### 5. Despliegue en Edge Device
+
+#### Raspberry Pi
+```bash
+# SSH a tu Raspberry Pi
+ssh pi@raspberrypi.local
+
+# Ejecutar instalador
+curl -sSL https://install.neural-nexus.dev/rpi | bash
+
+# O manualmente con Docker
+docker run -d --name neural-nexus-rpi \
+  --restart unless-stopped \
+  -v /opt/neural-nexus:/app/data \
+  -p 8080:8080 \
+  -e ORCHESTRATOR_URL=http://your-orchestrator:8080 \
+  neuralnexus/raspberry-pi:latest
+```
+
+#### NVIDIA Jetson
+```bash
+# Con GPU acceleration
+docker run -d --name neural-nexus-jetson \
+  --runtime nvidia \
+  --restart unless-stopped \
+  -v /opt/neural-nexus:/app/data \
+  -p 8080:8080 \
+  -e GPU_ACCELERATION=true \
+  neuralnexus/jetson:latest
+```
+
+## Primeros Pasos
+
+### Registrar un Nodo Edge
+```python
+import requests
+
+response = requests.post('http://localhost:8080/api/v1/nodes/register', json={
+    'node_id': 'my-edge-node-001',
+    'node_type': 'raspberry-pi',
+    'capabilities': ['inference', 'monitoring'],
+    'hardware_info': {
+        'cpu_cores': 4,
+        'memory_mb': 4096,
+        'gpu_available': False
+    }
+})
+
+print(response.json())
+```
+
+### Ejecutar Inferencia
+```python
+import requests
+import numpy as np
+
+# Preparar datos
+input_data = np.random.randn(1, 3, 224, 224).tolist()
+
+# Enviar request
+response = requests.post('http://localhost:8080/api/v1/inference', json={
+    'model_name': 'resnet50',
+    'input_data': input_data,
+    'priority': 5
+})
+
+result = response.json()
+print(f"Inferencia completada en {result['processing_time_ms']}ms")
+print(f"Outputs: {result['outputs']}")
+```
+
+### Monitorear Métricas
+```bash
+# Acceder a Grafana
+open http://localhost:3000
+
+# Usuario: admin
+# Contraseña: neural_nexus_admin
+
+# Dashboards pre-configurados:
+# - Sistema Overview
+# - Node Performance
+# - Inference Metrics
+# - Resource Usage
+```
+
+## Troubleshooting
+
+### Problema: Servicios no arrancan
+```bash
+# Verificar logs
+docker-compose logs
+
+# Reiniciar servicios
+make docker-down
+make docker-up
+
+# Verificar puertos
+sudo netstat -tulpn | grep -E '8080|50051|5432|6379|1883'
+```
+
+### Problema: Nodo no se conecta al orchestrator
+```bash
+# Verificar conectividad
+ping orchestrator-hostname
+
+# Verificar variables de entorno
+echo $ORCHESTRATOR_URL
+
+# Ver logs del nodo
+docker logs neural-nexus-node
+```
+
+### Problema: Alta latencia en inferencia
+```bash
+# Verificar uso de recursos
+docker stats
+
+# Optimizar configuración
+# Editar config/node.toml
+[inference.optimization]
+quantization.enabled = true
+batching.max_batch_size = 16
+```
+
+## Recursos Adicionales
+
+- 📖 [Documentación Completa](docs/)
+- 🏗️ [Arquitectura del Sistema](docs/ARCHITECTURE.md)
+- 🚀 [Guía de Despliegue](docs/DEPLOYMENT_GUIDE.md)
+- 🔌 [API Reference](docs/API_REFERENCE.md)
+- 🤝 [Guía de Contribución](CONTRIBUTING.md)
+- 💬 [Discord Community](https://discord.gg/neural-nexus)
+
+## Siguientes Pasos
+
+1. ✅ Configurar tu primer nodo edge
+2. ✅ Cargar tu primer modelo ML
+3. ✅ Ejecutar inferencias
+4. ✅ Monitorear métricas en Grafana
+5. ✅ Escalar horizontalmente con Kubernetes
+6. ✅ Implementar aprendizaje federado
+7. ✅ Contribuir al proyecto
+
+---
+
+> 🧠⚡ **¡Bienvenido a Neural Nexus!** El futuro del Edge Computing distribuido está en tus manos.

scripts/update.sh

@@ -0,0 +1,23 @@
+#!/bin/bash
+# 🔄 Neural Nexus - Update Script
+
+echo "🔄 Actualizando Neural Nexus..."
+
+# Pull latest changes
+git pull origin main
+
+# Update dependencies
+echo "📦 Actualizando dependencias..."
+pip install -r requirements.txt --upgrade
+cargo update
+
+# Rebuild
+echo "🏗️  Reconstruyendo proyecto..."
+make build
+
+# Restart services
+echo "🔄 Reiniciando servicios..."
+make docker-down
+make docker-up
+
+echo "✅ Actualización completada"

venv/lib/python3.12/site-packages/grpc/__init__.py

@@ -1454,7 +1454,9 @@ def add_generic_rpc_handlers(self, generic_rpc_handlers):
         """
         raise NotImplementedError()
 
-    def add_registered_method_handlers(self, service_name, method_handlers):
+    def add_registered_method_handlers(  # noqa: B027
+        self, service_name, method_handlers
+    ):
         """Registers GenericRpcHandlers with this Server.
 
         This method is only safe to call before the server is started.
@@ -1838,14 +1840,13 @@ def ssl_server_credentials(
       object is an argument to add_secure_port() method during server setup.
     """
     if not private_key_certificate_chain_pairs:
-        raise ValueError(
+        error_msg = (
             "At least one private key-certificate chain pair is required!"
         )
+        raise ValueError(error_msg)
     elif require_client_auth and root_certificates is None:
-        raise ValueError(
-            "Illegal to require client auth without providing root"
-            " certificates!"
-        )
+        error_msg = "Illegal to require client auth without providing root certificates!"
+        raise ValueError(error_msg)
     else:
         return ServerCredentials(
             _cygrpc.server_credentials_ssl(
@@ -1910,9 +1911,10 @@ def ssl_server_certificate_configuration(
             )
         )
     else:
-        raise ValueError(
+        error_msg = (
             "At least one private key-certificate chain pair is required!"
         )
+        raise ValueError(error_msg)
 
 
 def dynamic_ssl_server_credentials(
@@ -2038,6 +2040,7 @@ def alts_channel_credentials(service_accounts=None):
         peer identity of the server, handshake will fail. The arg can be empty
         if the client does not have any information about trusted server
         identity.
+
     Returns:
       A ChannelCredentials for use with an ALTS-enabled Channel
     """