{"id":34009,"date":"2026-06-29T06:19:31","date_gmt":"2026-06-29T13:19:31","guid":{"rendered":"https:\/\/www.pingcap.com\/?post_type=event&#038;p=34009"},"modified":"2026-07-30T06:38:03","modified_gmt":"2026-07-30T13:38:03","slug":"como-manus-escala-su-capa-de-datos-spanish","status":"publish","type":"event","link":"https:\/\/www.pingcap.com\/ko\/event\/como-manus-escala-su-capa-de-datos-spanish\/","title":{"rendered":"Moderniza tu base de datos para agentes de IA: c\u00f3mo Kimi y Manus la escalan"},"content":{"rendered":"<div class=\"wp-block-columns are-vertically-aligned-center\">\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis: 33.33%;\">\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-31964 size-medium\" src=\"https:\/\/static.pingcap.com\/files\/2026\/02\/23090246\/Henrique-Leandro-300x300.png\" alt=\"\" width=\"300\" height=\"300\" srcset=\"https:\/\/static.pingcap.com\/files\/2026\/02\/23090246\/Henrique-Leandro-300x300.png 300w, https:\/\/static.pingcap.com\/files\/2026\/02\/23090246\/Henrique-Leandro-1024x1024.png 1024w, https:\/\/static.pingcap.com\/files\/2026\/02\/23090246\/Henrique-Leandro-150x150.png 150w, https:\/\/static.pingcap.com\/files\/2026\/02\/23090246\/Henrique-Leandro-768x768.png 768w, https:\/\/static.pingcap.com\/files\/2026\/02\/23090246\/Henrique-Leandro.png 1200w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis: 66.66%;\">\n\n\n<h4 style=\"font-size: 20px;\"><strong>Henrique Leandro, Head of Global Solutions Architecture, TiDB<\/strong><\/h4>\nHenrique \u00a0Leandro es Head of Global Solutions Architecture en TiDB, donde lidera la estrategia t\u00e9cnica global de TiDB Cloud. Colabora con clientes y equipos de tecnolog\u00eda en todo el mundo para dise\u00f1ar y escalar arquitecturas de bases de datos distribuidas para aplicaciones modernas en la nube. Su enfoque abarca la evoluci\u00f3n de las plataformas de datos para cargas de trabajo impulsadas por IA, como los datos vectoriales y la generaci\u00f3n aumentada por recuperaci\u00f3n (RAG).\n\n<\/div>\n<\/div>\n<div class=\"wp-block-columns are-vertically-aligned-center\">\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis: 66.66%;\"><\/div>\n\n\n<\/div>\n\n\n<!-- \/wp:columns --><!-- wp:post-content -->La IA ag\u00e9ntica est\u00e1 redefiniendo los requisitos de la infraestructura de datos. Los agentes aut\u00f3nomos generan workloads impredecibles y de alta concurrencia, exigen acceso en tiempo real a datos operativos y anal\u00edticos a la vez, y escalan de formas para las que las bases de datos tradicionales nunca fueron dise\u00f1adas. El resultado es una pregunta arquitect\u00f3nica dif\u00edcil: \u00bftu capa de datos acelera tu hoja de ruta de IA o, en silencio, la limita?\n\nEn este webinar, Henrique Leandro, Head of Global Solutions Architecture en TiDB, explica c\u00f3mo dos plataformas de agentes resolvieron ese problema desde \u00e1ngulos opuestos. Manus escal\u00f3 en profundidad: consolid\u00f3 cargas transaccionales y anal\u00edticas en una sola capa SQL distribuida, para que sus agentes lean estado actualizado sin una capa de sincronizaci\u00f3n de por medio. Kimi (Moonshot AI) escal\u00f3 en amplitud: su plataforma aloja millones de sitios creados por agentes, cada uno con su propia base de datos aislada, aprovisionada en menos de un segundo y con costo casi nulo en reposo, todo sobre un \u00fanico cl\u00faster de TiDB Cloud.\n\nHenrique repasar\u00e1 las exigencias de memoria, estado, concurrencia y aislamiento por tenant de los workloads de agentes a gran escala, d\u00f3nde fallan las arquitecturas de bases de datos tradicionales y de un solo modelo, y las decisiones de dise\u00f1o que evitan que la capa de datos se convierta en el cuello de botella.\n\nLo que aprender\u00e1s:\n<ul>\n \t<li>Por qu\u00e9 los workloads de IA ag\u00e9ntica desaf\u00edan los supuestos de las bases de datos tradicionales y de un solo modelo, tanto en workload como en multi-tenancy<\/li>\n \t<li>C\u00f3mo una arquitectura SQL distribuida y compatible con MySQL maneja las exigencias transaccionales y anal\u00edticas, y el aislamiento masivo por tenant, en un solo sistema, sin montar un stack de datos fr\u00e1gil<\/li>\n \t<li>Qu\u00e9 revelan los deploys de Manus y Kimi sobre el escalado de la memoria y el estado de los agentes, el aprovisionamiento sub-segundo y la econom\u00eda de tenants, y las decisiones que m\u00e1s importaron<\/li>\n \t<li>Un marco pr\u00e1ctico para evaluar si tu capa de datos est\u00e1 lista para los agentes de IA, y por d\u00f3nde empezar si no lo est\u00e1<\/li>\n<\/ul>\nA qui\u00e9n est\u00e1 dirigido:\nL\u00edderes de ingenier\u00eda, arquitectos de plataforma e infraestructura, y responsables de decisiones t\u00e9cnicas que eval\u00faan c\u00f3mo modernizar la infraestructura de datos para workloads de IA y de agentes.\n<p class=\"has-medium-font-size\"><strong style=\"font-size: 22px;\">Presentador:<\/strong><\/p>\n<!-- wp:columns {\"verticalAlignment\":\"center\"} -->\n<div class=\"wp-block-columns are-vertically-aligned-center\">\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"33.33%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis: 33.33%;\">\n\n<!-- wp:image {\"id\":20518,\"width\":\"244px\",\"height\":\"auto\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-31964 size-medium\" src=\"https:\/\/static.pingcap.com\/files\/2026\/02\/23090246\/Henrique-Leandro-300x300.png\" alt=\"\" width=\"300\" height=\"300\" srcset=\"https:\/\/static.pingcap.com\/files\/2026\/02\/23090246\/Henrique-Leandro-300x300.png 300w, https:\/\/static.pingcap.com\/files\/2026\/02\/23090246\/Henrique-Leandro-1024x1024.png 1024w, https:\/\/static.pingcap.com\/files\/2026\/02\/23090246\/Henrique-Leandro-150x150.png 150w, https:\/\/static.pingcap.com\/files\/2026\/02\/23090246\/Henrique-Leandro-768x768.png 768w, https:\/\/static.pingcap.com\/files\/2026\/02\/23090246\/Henrique-Leandro.png 1200w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n<!-- \/wp:image -->\n\n<\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column {\"verticalAlignment\":\"center\",\"width\":\"66.66%\"} -->\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis: 66.66%;\">\n\n<!-- wp:paragraph {\"style\":{\"typography\":{\"fontSize\":\"20px\"}}} -->\n<h4 style=\"font-size: 20px;\"><strong>Henrique Leandro, Head of Global Solutions Architecture, TiDB<\/strong><!-- wp:paragraph {\"style\":{\"typography\":{\"fontSize\":\"20px\"}}} --><\/h4>\nHenrique \u00a0Leandro es Head of Global Solutions Architecture en TiDB, donde lidera la estrategia t\u00e9cnica global de TiDB Cloud. Colabora con clientes y equipos de tecnolog\u00eda en todo el mundo para dise\u00f1ar y escalar arquitecturas de bases de datos distribuidas para aplicaciones modernas en la nube. Su enfoque abarca la evoluci\u00f3n de las plataformas de datos para cargas de trabajo impulsadas por IA, como los datos vectoriales y la generaci\u00f3n aumentada por recuperaci\u00f3n (RAG).\n\n<\/div>\n<\/div>\n<div class=\"wp-block-columns are-vertically-aligned-center\">\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis: 66.66%;\"><!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<\/div>\n<!-- wp:paragraph -->\n\n<!-- \/wp:paragraph --><!-- \/wp:post-content -->","protected":false},"excerpt":{"rendered":"<p>Henrique \u00a0Leandro es Head of Global Solutions Architecture en TiDB, donde lidera la estrategia t\u00e9cnica global de TiDB Cloud. Colabora con clientes y equipos de tecnolog\u00eda en todo el mundo para dise\u00f1ar y escalar arquitecturas de bases de datos distribuidas para aplicaciones modernas en la nube. Su enfoque abarca la evoluci\u00f3n de las plataformas de [&hellip;]<\/p>\n","protected":false},"featured_media":34315,"template":"","categories":[13,145],"tags":[138,391,147,16,250,301,162,9,111,31],"region":[506],"location":[207],"class_list":["post-34009","event","type-event","status-publish","has-post-thumbnail","hentry","category-product","category-thought-leadership","tag-ai","tag-artificial-intelligence","tag-distributed-sql","tag-distributed-system","tag-distributed-transactions","tag-nosql","tag-saas","tag-scalability","tag-tidb","tag-tidb-cloud","region-latam","location-virtual"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>C\u00f3mo Manus escala su capa de datos | TiDB<\/title>\n<meta name=\"description\" content=\"Descubre c\u00f3mo Manus escala su capa de datos para agentes de IA aut\u00f3nomos. En vivo con Henrique Leandro, de TiDB. 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