September 2026
Intermediate
450 pages
12h 12m
Spanish
Content preview from Una guía ilustrada de los agentes de IA (Spanish Edition)
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Capítulo 10. Agentesde código y LLMs de código
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Los agentes de programación son uno de los tipos de agentes de IA más potentes en cuanto al alcance de su impacto potencial. La programación se convirtió en una de las primeras aplicaciones de los LLMs una vez que alcanzaron la escala de GPT-3 en 2020. Como vimos en el capítulo 3, la programación también fue un componente importante para los problemas de razonamiento que abordan los LLM de razonamiento. El código es un área clave de inversión para los LLM por dos razones. Primero, una enorme variedad de trabajo intelectual, desde la ingeniería de software hasta la investigación, el análisis de datos y la visualización, se puede expresar como código. Segundo, y esto es más útil para el entrenamiento, el código a menudo se puede verificar automáticamente: puedes ejecutarlo o probarlo y obtener una señal clara de si funcionó. Esa verificabilidad es lo que hace que la programación sea más manejable que las tareas abiertas en las que no hay una verificación objetiva.
Este capítulo te lleva a recorrer ese mundo. Conoceremos a las personas que usan y crean agentes de código, veremos qué distingue a los agentes de ingeniería de software, construiremos uno nosotros mismos y terminaremos explicando cómo se entrenan los LLMs que están detrás del código.
Usuarios y desarrolladores de agentes de programación y modelos de lenguaje ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.