{"id":12474,"date":"2025-05-16T00:24:07","date_gmt":"2025-05-16T00:24:07","guid":{"rendered":"https:\/\/www.ikusi.com\/mx\/?p=12474"},"modified":"2026-01-13T21:22:19","modified_gmt":"2026-01-13T21:22:19","slug":"errores-comunes-al-implementar-observabilidad-y-como-evitarlos","status":"publish","type":"post","link":"https:\/\/www.ikusi.com\/mx\/blog\/errores-comunes-al-implementar-observabilidad-y-como-evitarlos\/","title":{"rendered":"Errores comunes al implementar observabilidad (y c\u00f3mo evitarlos)"},"content":{"rendered":"<div class=\"wp-block-post-date\"><time datetime=\"2025-05-16T00:24:07+00:00\">mayo 16, 2025<\/time><\/div>\n\n<div class=\"wp-block-post-author\"><div class=\"wp-block-post-author__content\"><p class=\"wp-block-post-author__name\">Abraham S\u00e1nchez<\/p><\/div><\/div>\n\n\n<p>El 7 de diciembre de 2021, el mundo amaneci\u00f3 con la noticia de una ca\u00edda masiva en el proveedor de nube que afect\u00f3 de manera generalizada a los gigantes del streaming.&nbsp;<\/p>\n\n\n\n<p>La causa: un error en la infraestructura de red que dispar\u00f3 una serie de problemas en cascada. Durante horas, los equipos trataron de identificar el origen preciso del fallo, pero los sistemas de monitoreo tradicionales no arrojaban respuestas claras. Aqu\u00ed es donde entra la observabilidad: la capacidad de entender&nbsp;<em>por qu\u00e9<\/em>&nbsp;un sistema est\u00e1 fallando, no solo&nbsp;<em>qu\u00e9<\/em>&nbsp;est\u00e1 fallando.<\/p>\n\n\n\n<p>Cometer errores en la implementaci\u00f3n de herramientas tambi\u00e9n puede hacer que las organizaciones terminen con datos fragmentados, alertas poco \u00fatiles y equipos francamente frustrados. Dentro de nuestra experiencia, estos son cinco de los errores m\u00e1s comunes que hemos protagonizado y c\u00f3mo evitarlos.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-style:normal;font-weight:100\">1. Medir todo (pero en realidad no saber qu\u00e9 es relevante)<\/h2>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\" style=\"font-style:normal;font-weight:100\">El error: Recopilar m\u00e9tricas sin un prop\u00f3sito claro ni accionable<\/h2>\n\n\n\n<p>Las organizaciones suelen activar la captura de logs y m\u00e9tricas sin una estrategia definida. Esto genera enormes vol\u00famenes de datos que dificultan la detecci\u00f3n de problemas reales.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\" style=\"font-style:normal;font-weight:100\">La soluci\u00f3n: Define m\u00e9tricas clave desde el inicio<\/h2>\n\n\n\n<p>En lugar de recopilar datos sin sentido, nuestra propuesta es que te enfoques en:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Latencia<\/strong>: \u00bfCu\u00e1nto tarda cada solicitud en procesarse?<\/li>\n\n\n\n<li><strong>Errores<\/strong>: \u00bfCu\u00e1ntas solicitudes fallan y por qu\u00e9?<\/li>\n\n\n\n<li><strong>Saturaci\u00f3n<\/strong>: \u00bfQu\u00e9 tan cerca est\u00e1 el sistema de sus l\u00edmites?<\/li>\n<\/ul>\n\n\n\n<p>Por ejemplo:<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>M\u00e9trica Clave<\/strong><\/td><td><strong>Importancia<\/strong><\/td><\/tr><tr><td>Tiempo de respuesta del API<\/td><td>Indica la velocidad del servicio<\/td><\/tr><tr><td>Tasa de errores 5xx<\/td><td>Muestra la estabilidad del backend<\/td><\/tr><tr><td>Uso de CPU\/RAM en Kubernetes<\/td><td>Previene ca\u00eddas por sobrecarga<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-style:normal;font-weight:100\">2. Depender solo de logs sin correlacionarlos<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"341\" src=\"https:\/\/www.ikusi.com\/mx\/wp-content\/uploads\/sites\/2\/2025\/05\/interior_01-2-1024x341.jpg\" alt=\"Errores comunes al implementar observabilidad (y c\u00f3mo evitarlos) 1\" class=\"wp-image-15435\" srcset=\"https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_01-2-1024x341.jpg 1024w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_01-2-300x100.jpg 300w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_01-2-768x256.jpg 768w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_01-2-1400x467.jpg 1400w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_01-2-1200x400.jpg 1200w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_01-2-1000x333.jpg 1000w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_01-2-900x300.jpg 900w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_01-2-600x200.jpg 600w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_01-2-400x133.jpg 400w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_01-2.jpg 1440w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\" style=\"font-style:normal;font-weight:100\">El error: Tener logs detallados pero sin conexi\u00f3n con m\u00e9tricas o trazas<\/h2>\n\n\n\n<p>Los logs son valiosos, pero si no est\u00e1n vinculados con sus respectivas m\u00e9tricas o trazas, encontrar la causa ra\u00edz de un problema ser\u00e1 como buscar a Wally (y no precisamente divertido).<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\" style=\"font-style:normal;font-weight:100\">La soluci\u00f3n: Implementa herramientas que correlacionen datos<\/h2>\n\n\n\n<p>Usa plataformas como Ikusi Full Visibility with Thousandeyes \u2014creada por Cisco e implementada por los expertos de Ikusi\u2014 para unir logs con m\u00e9tricas y trazas. Esto permite, por ejemplo, rastrear una solicitud problem\u00e1tica desde el frontend hasta la base de datos.<\/p>\n\n\n\n<p>Ejemplo:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Una API de pagos empieza a fallar<\/strong>&nbsp;\u2192 Log registra el error&nbsp;<code>500 Internal Server Error<\/code><\/li>\n\n\n\n<li><strong>Las m\u00e9tricas muestran un aumento en la latencia<\/strong>&nbsp;\u2192 Se detecta una consulta SQL lenta<\/li>\n\n\n\n<li><strong>La traza revela el cuello de botella<\/strong>&nbsp;\u2192 Un \u00edndice mal optimizado en la base de datos<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-style:normal;font-weight:100\">3. No considerar el costo de almacenamiento<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.ikusi.com\/mx\/wp-content\/uploads\/sites\/2\/2025\/05\/interior_02-1-1024x683.jpg\" alt=\"Errores comunes al implementar observabilidad (y c\u00f3mo evitarlos) 2\" class=\"wp-image-15436\" srcset=\"https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_02-1-1024x683.jpg 1024w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_02-1-300x200.jpg 300w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_02-1-768x512.jpg 768w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_02-1-1400x933.jpg 1400w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_02-1-1200x800.jpg 1200w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_02-1-1000x667.jpg 1000w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_02-1-900x600.jpg 900w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_02-1-600x400.jpg 600w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_02-1-400x267.jpg 400w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_02-1.jpg 1440w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\" style=\"font-style:normal;font-weight:100\">El error: Creer que m\u00e1s datos siempre es mejor<\/h2>\n\n\n\n<p>Sin una estrategia de retenci\u00f3n de datos, el almacenamiento puede volverse ca\u00f3tico. Hay empresas que han reportado facturas de observabilidad que se disparan al crecer su infraestructura.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\" style=\"font-style:normal;font-weight:100\">La soluci\u00f3n: Define pol\u00edticas de retenci\u00f3n y muestreo<\/h2>\n\n\n\n<p>Establece criterios realistas con base en la oportunidad de rastreo y el impacto de estos en tu operaci\u00f3n. Por ejemplo:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Logs cr\u00edticos<\/strong>&nbsp;\u2192 Conservar por 30 d\u00edas<\/li>\n\n\n\n<li><strong>M\u00e9tricas detalladas<\/strong>&nbsp;\u2192 Guardar por 7 d\u00edas, luego agregarlas<\/li>\n\n\n\n<li><strong>Trazas<\/strong>&nbsp;\u2192 Aplicar muestreo inteligente para almacenar solo las m\u00e1s relevantes<\/li>\n<\/ul>\n\n\n\n<p>Un caso real:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Dropbox<\/strong>&nbsp;ajust\u00f3 su observabilidad reduciendo la retenci\u00f3n de m\u00e9tricas de 90 a 30 d\u00edas, reduciendo costos un&nbsp;<strong>30%<\/strong>&nbsp;sin perder visibilidad. (Fuente: Dropbox Tech Blog)<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-style:normal;font-weight:100\">4. Configurar alertas que el equipo ignora<\/h2>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\" style=\"font-style:normal;font-weight:100\">El error: Tener cientos de alertas irrelevantes<\/h2>\n\n\n\n<p>Es un hecho: cuando los ingenieros reciben demasiadas alertas, empiezan a ignorarlas (el comportamiento llamado \u201cAlert fatigue\u201d). Lo delicado es que cuando ocurre un problema importante, nadie reacciona.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\" style=\"font-style:normal;font-weight:100\">La soluci\u00f3n: Dise\u00f1a alertas accionables<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Define umbrales inteligentes<\/strong>: No alertar por cada peque\u00f1o pico en CPU<\/li>\n\n\n\n<li><strong>Agrupa alertas relacionadas<\/strong>: No enviar 50 alertas por el mismo problema<\/li>\n\n\n\n<li><strong>Usa herramientas<\/strong>&nbsp;para gestionar incidentes<\/li>\n<\/ul>\n\n\n\n<p>Por ejemplo:<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Tipo de Alerta<\/strong><\/td><td><strong>Acci\u00f3n<\/strong><\/td><\/tr><tr><td>API de pagos ca\u00edda por 5 minutos<\/td><td>Escalar al equipo de backend<\/td><\/tr><tr><td>Latencia del 99\u00b0 percentil supera 2s<\/td><td>Revisar base de datos<\/td><\/tr><tr><td>Uso de CPU supera 90% por 10 min<\/td><td>Aumentar capacidad<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-style:normal;font-weight:100\">5. No capacitar al equipo en observabilidad<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"512\" src=\"https:\/\/www.ikusi.com\/mx\/wp-content\/uploads\/sites\/2\/2025\/05\/interior_03-1024x512.jpg\" alt=\"Errores comunes al implementar observabilidad (y c\u00f3mo evitarlos) 3\" class=\"wp-image-15437\" srcset=\"https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_03-1024x512.jpg 1024w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_03-300x150.jpg 300w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_03-768x384.jpg 768w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_03-1536x768.jpg 1536w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_03-1400x700.jpg 1400w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_03-1200x600.jpg 1200w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_03-1000x500.jpg 1000w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_03-900x450.jpg 900w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_03-600x300.jpg 600w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_03-400x200.jpg 400w, https:\/\/www.ikusi.com\/wp-content\/uploads\/2025\/05\/interior_03.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\" style=\"font-style:normal;font-weight:100\">El error: Suponer que las herramientas se explican solas<\/h2>\n\n\n\n<p>Muchas empresas invierten en herramientas avanzadas, pero los ingenieros no necesariamente saben c\u00f3mo usarlas efectivamente.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\" style=\"font-style:normal;font-weight:100\">La soluci\u00f3n: Dise\u00f1a una cultura de observabilidad<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Capacitaci\u00f3n interna<\/strong>&nbsp;\u2192 Abre sesiones sobre interpretaci\u00f3n de m\u00e9tricas y trazas<\/li>\n\n\n\n<li><strong>Gu\u00edas de respuesta a incidentes<\/strong>&nbsp;\u2192 Clarifica lo que hay que hacer ante diferentes alertas<\/li>\n\n\n\n<li><strong>Simulacros de fallas<\/strong>&nbsp;\u2192 Lleva a cabo ejercicios de \u201ccaos\u201d para entrenar al equipo<\/li>\n<\/ul>\n\n\n\n<p>Un caso real:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Meta (Facebook) realiza Game Days<\/strong>, donde simulan incidentes en producci\u00f3n para entrenar a sus ingenieros a responder eficazmente bajo presi\u00f3n. (Fuente: Meta Engineering Blog)<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-style:normal;font-weight:100\">La observabilidad es, en realidad, estrategia<\/h2>\n\n\n\n<p>Evitar este tipo de errores te ayudar\u00e1 a construir una observabilidad realmente \u00fatil, y no solo un mar de datos sin sentido.<\/p>\n\n\n\n<p>Define m\u00e9tricas clave, correlaciona datos, optimiza costos, configura alertas inteligentes, y sobre todo, cuida y capacita a tu equipo.<\/p>\n\n\n\n<p>Al final del d\u00eda, la observabilidad no es solo sobre recolectar datos, sino sobre entender lo que sucede en tu sistema para tomar mejores decisiones. Pero tambi\u00e9n en t\u00e9rminos financieros hay buenas noticias: Splunk reporta una rentabilidad anual de las soluciones de observabilidad 2,67 veces superior a su gasto.<\/p>\n\n\n\n<p>La observabilidad ofrece claridad para la efectiva toma de decisiones empresariales al visibilizar los eventos que ocurren durante los procesos operativos. De ah\u00ed su relevancia estrat\u00e9gica en una organizaci\u00f3n.&nbsp;<\/p>\n\n\n\n<p>No dudes en revisar las soluciones de <a href=\"https:\/\/www.ikusi.com\/mx\/servicios\/observabilidad\/\">Observabilidad<\/a> que Ikusi a dise\u00f1ado para empresas como la tuya.<\/p>\n\n\n\n<p>Env\u00edanos tus datos y nos pondremos en contacto para asesorarte.<\/p>\n\n\n<script type=\"text\/javascript\">var 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