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Arquitectura de IA para ingenieros de software: Diseño de sistemas escalables para la era de la IA
Paperback
Publisher: Independently Published
Published: Mar 19 2026
Pages: 244
Weight: 0.73
Height: 0.51 Width: 6.00 Depth: 9.00
Language: Spanish
Integrar inteligencia artificial en una aplicación es sencillo.
Construir sistemas de IA que sean escalables, fiables y mantenibles es el verdadero desafÃo.
Las aplicaciones modernas basadas en IA requieren algo más que modelos: necesitan arquitectura sólida, control de costos, seguridad y capacidad de evolución.
Arquitectura de IA para ingenieros de software es una guÃa práctica para diseñar sistemas inteligentes que funcionen en entornos reales, combinando principios de ingenierÃa de software con tecnologÃas de inteligencia artificial.
Por qué la arquitectura de IA es diferente
Los sistemas impulsados por IA presentan nuevos retos:
latencia en llamadas a modelos
costos variables por uso
resultados no deterministas
gestión de contexto y datos
riesgos de seguridad como prompt injection
necesidad de monitoreo continuo
Este libro le enseña a diseñar soluciones que aborden estos desafÃos desde la base.
Lo que aprenderá en este libro
fundamentos de arquitectura para sistemas de IA
separación entre lógica de negocio y componentes de IA
diseño de sistemas basados en modelos de lenguaje
integración de recuperación de información (RAG)
uso de bases de datos vectoriales
diseño de pipelines de datos y procesamiento
optimización de costos y rendimiento
estrategias de caching y control de latencia
seguridad en aplicaciones basadas en IA
monitoreo y mantenimiento de sistemas en producción
De prototipos a sistemas escalables
A lo largo del libro aprenderá a:
transformar prototipos en aplicaciones reales
estructurar servicios de IA dentro de arquitecturas modernas
integrar microservicios con componentes inteligentes
diseñar APIs para sistemas basados en IA
implementar sistemas tolerantes a fallos
escalar aplicaciones según demanda
Cada concepto se presenta con ejemplos prácticos y escenarios reales.
Aplicaciones prácticas
asistentes inteligentes empresariales
motores de búsqueda semántica
plataformas de generación de contenido
sistemas de recomendación
automatización de procesos con IA
aplicaciones SaaS basadas en modelos de lenguaje
Estos casos muestran cómo aplicar principios arquitectónicos en productos reales.
Para quién es este libro
ingenieros de software
arquitectos de sistemas
desarrolladores backend y full stack
ingenieros de machine learning
lÃderes técnicos que implementan IA en productos
Si desea diseñar sistemas de inteligencia artificial que escalen y funcionen en producción, este libro le proporcionará el enfoque necesario.
Diseñe con visión.
Escale con control.
Construya sistemas de IA preparados para el futuro.
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