February 2026
Intermediate to advanced
42 pages
46m
Spanish
Content preview from Ingeniería de contexto para la observabilidad (Spanish Edition)
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.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.
Capítulo 3. Ingenieríacontextual : incorporando significado a los sistemas
Este trabajo se ha traducido utilizando IA. Agradecemos tus opiniones y comentarios: translation-feedback@oreilly.com
Si la telemetría activa describe el objetivo, la ingeniería de contexto es el arte que nos permite alcanzarlo.
Es la disciplina de incorporar la interpretabilidad en los sistemas, el diseño deliberado de datos, metadatos y retroalimentación para que tanto los humanos como las máquinas puedan razonar sobre lo que está sucediendo.
La idea no es nueva. Durante décadas, los ingenieros de software han creado API, esquemas y mapas de servicios para dar estructura al caos. Lo que ha cambiado es la escala y las consecuencias: cuando los modelos de IA comienzan a operar junto con los humanos, el contexto no solo resulta útil, sino que se vuelve fundamental.
Sin él, la inteligencia, ya sea humana o artificial, se degrada hasta convertirse en ruido.
La disciplina que falta
Toda revolución técnica tiene una capa intermedia olvidada.
La ingeniería de datos optimizada para el rendimiento. La observabilidad optimizada para la visibilidad. La IA optimizada para la predicción. Pero nadie optimizó el significado.
La ingeniería de contexto llena ese vacío. No sustituye a estas disciplinas, sino que las conecta. Define cómo debe comportarse la información en todos los sistemas: cómo transmite la intención, el linaje, la propiedad y el significado.
Puedes pensar en ella como el sistema nervioso de la telemetría ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.