{"id":37578,"date":"2025-09-29T09:41:16","date_gmt":"2025-09-29T07:41:16","guid":{"rendered":"https:\/\/mtp.global\/es\/?page_id=37578"},"modified":"2026-04-21T12:56:14","modified_gmt":"2026-04-21T10:56:14","slug":"observabilidad","status":"publish","type":"page","link":"https:\/\/mtp.global\/es\/servicios\/devops\/observabilidad\/","title":{"rendered":"Observabilidad"},"content":{"rendered":"<div id='layer_slider_1'  class='avia-layerslider main_color avia-shadow  avia-builder-el-0  el_before_av_section  avia-builder-el-first  container_wrap fullsize'  style='height: 701px; max-width: 1410px; margin: 0 auto;'  ><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mxzpa-5b67f60eefd496f292bd3bcce9fd8837\">\n.avia-section.av-mxzpa-5b67f60eefd496f292bd3bcce9fd8837{\nbackground-color:#EDEEF0;\nbackground-image:unset;\n}\n<\/style>\n<div id='main-content'  class='avia-section av-mxzpa-5b67f60eefd496f292bd3bcce9fd8837 main_color avia-section-large avia-no-border-styling  avia-builder-el-1  el_after_av_layerslider  el_before_av_section  intro-aboutmtp arrow-lineup avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-37578'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-yqs8ke-fc75217df3fb911eda4413cea8159f12\">\n.flex_column.av-yqs8ke-fc75217df3fb911eda4413cea8159f12{\npadding:50px 0 50px 0;\n}\n<\/style>\n<div  class='flex_column av-yqs8ke-fc75217df3fb911eda4413cea8159f12 av_one_full  avia-builder-el-2  avia-builder-el-no-sibling  first flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mz6bni-2b675685c85a7ab7879866927b550e07\">\n#top .av_textblock_section.av-mz6bni-2b675685c85a7ab7879866927b550e07 .avia_textblock{\nfont-size:16px;\ncolor:#282B2E;\n}\n<\/style>\n<section  class='av_textblock_section av-mz6bni-2b675685c85a7ab7879866927b550e07 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p style=\"text-align: center;\"><span style=\"font-weight: 400;\">La observabilidad en entornos <\/span><a href=\"https:\/\/mtp.global\/es\/servicios\/devops\/\"><span style=\"font-weight: 400;\">DevOps<\/span><\/a><span style=\"font-weight: 400;\"> permite comprender el estado interno de los sistemas a partir del an\u00e1lisis de los datos generados por la organizaci\u00f3n, como logs, m\u00e9tricas y trazas. Este enfoque va m\u00e1s all\u00e1 de la monitorizaci\u00f3n tradicional, ya que proporciona una visi\u00f3n profunda y contextualizada del comportamiento de las aplicaciones y la infraestructura.<\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">En MTP dise\u00f1amos e implementamos estrategias de observabilidad integral, incorporando herramientas de monitorizaci\u00f3n, sistemas de alertas, notificaciones en tiempo real, dashboards de visualizaci\u00f3n y capacidades de an\u00e1lisis predictivo.<\/span><\/p>\n<\/div><\/section><\/div><\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-26x7gou-e89156ea7b2977e78ada69bf995551cf\">\n.avia-section.av-26x7gou-e89156ea7b2977e78ada69bf995551cf{\nbackground-color:#ffffff;\nbackground-image:unset;\n}\n<\/style>\n<div id='valor-aportado'  class='avia-section av-26x7gou-e89156ea7b2977e78ada69bf995551cf main_color avia-section-large avia-no-border-styling  avia-builder-el-4  el_after_av_section  el_before_av_section  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-37578'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-1lov69q-4e6cfa936f0fbfc70931efa98fd74be3 sc-av_one_half av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1lov69q-4e6cfa936f0fbfc70931efa98fd74be3\">\n.flex_column.av-1lov69q-4e6cfa936f0fbfc70931efa98fd74be3{\nbackground-color:#ffffff;\n}\n<\/style>\n<div  class='flex_column av-1lov69q-4e6cfa936f0fbfc70931efa98fd74be3 av_one_half  avia-builder-el-5  el_before_av_one_half  avia-builder-el-first  first flex_column_table_cell av-equal-height-column av-align-middle  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3n8qhq-08cc88aacccb0fa441a62fde81ced73e\">\n.avia-image-container.av-3n8qhq-08cc88aacccb0fa441a62fde81ced73e img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-3n8qhq-08cc88aacccb0fa441a62fde81ced73e .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-3n8qhq-08cc88aacccb0fa441a62fde81ced73e av-styling- avia-align-center  avia-builder-el-6  avia-builder-el-no-sibling '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-37574 avia-img-lazy-loading-not-37574 avia_image ' src=\"https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/09\/ci_cd_devops.jpg\" alt='' title='ci_cd_devops'  height=\"1080\" width=\"1920\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/09\/ci_cd_devops.jpg 1920w, https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/09\/ci_cd_devops-300x169.jpg 300w, https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/09\/ci_cd_devops-1030x579.jpg 1030w, https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/09\/ci_cd_devops-768x432.jpg 768w, https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/09\/ci_cd_devops-1536x864.jpg 1536w, https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/09\/ci_cd_devops-1500x844.jpg 1500w, https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/09\/ci_cd_devops-705x397.jpg 705w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/div><\/div><\/div><\/div><div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-qg0x26-c9a77ac9f0d3c4c168668959fa0006e4\">\n.flex_column.av-qg0x26-c9a77ac9f0d3c4c168668959fa0006e4{\nbackground-color:#ffffff;\n}\n<\/style>\n<div  class='flex_column av-qg0x26-c9a77ac9f0d3c4c168668959fa0006e4 av_one_half  avia-builder-el-7  el_after_av_one_half  avia-builder-el-last  txtimg-text-conten flex_column_table_cell av-equal-height-column av-align-middle  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-me2nw80g-755ee750caf7429e4796b59ad53aaed1\">\n#top .av_textblock_section.av-me2nw80g-755ee750caf7429e4796b59ad53aaed1 .avia_textblock{\nfont-size:18px;\ncolor:#282b2e;\n}\n<\/style>\n<section  class='av_textblock_section av-me2nw80g-755ee750caf7429e4796b59ad53aaed1 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p><span style=\"font-weight: 400;\">La observabilidad se ha convertido en un pilar clave dentro de las arquitecturas DevOps modernas, ya que permite a los equipos comprender no solo qu\u00e9 est\u00e1 fallando en un sistema, sino tambi\u00e9n por qu\u00e9 ocurre. A diferencia de la monitorizaci\u00f3n tradicional, la observabilidad combina datos estructurados y no estructurados para ofrecer una visi\u00f3n completa del comportamiento de las aplicaciones.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Este enfoque es esencial en entornos distribuidos, microservicios y arquitecturas cloud-native, donde la complejidad de los sistemas requiere un control avanzado y continuo.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">La implementaci\u00f3n de una estrategia de observabilidad en DevOps permite:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Reducir el tiempo de detecci\u00f3n y resoluci\u00f3n de incidencias (MTTR)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Mejorar la resiliencia de los sistemas<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Anticipar problemas mediante an\u00e1lisis predictivo<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Optimizar el rendimiento de aplicaciones e infraestructuras<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Facilitar la colaboraci\u00f3n entre equipos de desarrollo y operaciones<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Adem\u00e1s, la integraci\u00f3n con pr\u00e1cticas de automatizaci\u00f3n y AIOps (Artificial Intelligence for IT Operations) permite evolucionar hacia sistemas m\u00e1s inteligentes, capaces de identificar patrones y anomal\u00edas de forma aut\u00f3noma.<\/span><\/p>\n<\/div><\/section><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-6nzz1b2-3c37cf7f81fc65a0230e33bab8bd1f6b\">\n.avia-section.av-6nzz1b2-3c37cf7f81fc65a0230e33bab8bd1f6b{\nbackground-color:#eff0f2;\nbackground-image:unset;\n}\n<\/style>\n<div id='beneficios-para-tu-empresa'  class='avia-section av-6nzz1b2-3c37cf7f81fc65a0230e33bab8bd1f6b main_color avia-section-large avia-no-border-styling  avia-builder-el-9  el_after_av_section  el_before_av_section  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-37578'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1beazcu-818722e239d113a7ffd5da30cc4c0c0f\">\n#top .hr.hr-invisible.av-1beazcu-818722e239d113a7ffd5da30cc4c0c0f{\nheight:20px;\n}\n<\/style>\n<div  class='hr av-1beazcu-818722e239d113a7ffd5da30cc4c0c0f hr-invisible  avia-builder-el-10  el_before_av_one_third  avia-builder-el-first  av-medium-hide av-small-hide av-mini-hide'><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<div class='flex_column_table av-5wmicta-29c2c326ea93db08d6f86ec99c2ea499 sc-av_one_third av-break-at-tablet-flextable av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-5wmicta-29c2c326ea93db08d6f86ec99c2ea499\">\n@keyframes av_boxShadowEffect_av-5wmicta-29c2c326ea93db08d6f86ec99c2ea499-column {\n0%   { box-shadow:  0 0 0 0 rgba(0,0,0,0.15); 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opacity: 1; }\n100% { box-shadow:  0 0 10px 0 rgba(0,0,0,0.15); opacity: 1; }\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-4ofyu7y-3cfcfb8fd136135cebe12f1af5049679{\nmargin-top:0;\nmargin-bottom:0;\n}\n.flex_column.av-4ofyu7y-3cfcfb8fd136135cebe12f1af5049679{\nwidth:32%;\nmargin-left:0;\nbox-shadow: 0 0 10px 0 rgba(0,0,0,0.15);\npadding:20px 20px 20px 20px;\nbackground-color:#ffffff;\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-4ofyu7y-3cfcfb8fd136135cebe12f1af5049679 .av-flex-placeholder{\nwidth:2%;\n}\n\n@media only screen and (max-width: 479px){ \n#top .flex_column_table.av-equal-height-column-flextable.av-4ofyu7y-3cfcfb8fd136135cebe12f1af5049679{\nmargin-top:0;\nmargin-bottom:0;\n}\n}\n<\/style>\n<div  class='flex_column av-4ofyu7y-3cfcfb8fd136135cebe12f1af5049679 av_one_third  avia-builder-el-13  el_after_av_one_third  el_before_av_one_third  av-break-at-tablet flex_column_table_cell av-equal-height-column av-align-top shadow-not-animated  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-me2o827p-d0a4ce960363d55363666fad0c584c1a\">\n#top .av_textblock_section.av-me2o827p-d0a4ce960363d55363666fad0c584c1a .avia_textblock{\ncolor:#101246;\n}\n<\/style>\n<section  class='av_textblock_section av-me2o827p-d0a4ce960363d55363666fad0c584c1a '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><h2><strong>An\u00e1lisis de causa ra\u00edz acelerado<\/strong><\/h2>\n<p>An\u00e1lisis de datos correlacionados para encontrar r\u00e1pidamente el origen del problema.<\/p>\n<\/div><\/section><\/div><div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3wbw2zi-22b95a9daad3606e3d313b7cfeb3a619\">\n@keyframes av_boxShadowEffect_av-3wbw2zi-22b95a9daad3606e3d313b7cfeb3a619-column {\n0%   { box-shadow:  0 0 0 0 rgba(0,0,0,0.15); opacity: 1; }\n100% { box-shadow:  0 0 10px 0 rgba(0,0,0,0.15); opacity: 1; }\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-3wbw2zi-22b95a9daad3606e3d313b7cfeb3a619{\nmargin-top:0;\nmargin-bottom:0;\n}\n.flex_column.av-3wbw2zi-22b95a9daad3606e3d313b7cfeb3a619{\nwidth:32%;\nmargin-left:0;\nbox-shadow: 0 0 10px 0 rgba(0,0,0,0.15);\npadding:20px 20px 20px 20px;\nbackground-color:#ffffff;\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-3wbw2zi-22b95a9daad3606e3d313b7cfeb3a619 .av-flex-placeholder{\nwidth:2%;\n}\n\n@media only screen and (max-width: 479px){ \n#top .flex_column_table.av-equal-height-column-flextable.av-3wbw2zi-22b95a9daad3606e3d313b7cfeb3a619{\nmargin-top:0;\nmargin-bottom:0;\n}\n}\n<\/style>\n<div  class='flex_column av-3wbw2zi-22b95a9daad3606e3d313b7cfeb3a619 av_one_third  avia-builder-el-15  el_after_av_one_third  el_before_av_one_third  av-break-at-tablet flex_column_table_cell av-equal-height-column av-align-top shadow-not-animated  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-me2o8q5y-232771df806e92f5039809d4ef49af06\">\n#top .av_textblock_section.av-me2o8q5y-232771df806e92f5039809d4ef49af06 .avia_textblock{\ncolor:#101246;\n}\n<\/style>\n<section  class='av_textblock_section av-me2o8q5y-232771df806e92f5039809d4ef49af06 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><h2><strong>Visibilidad unificada<\/strong><\/h2>\n<p>Uso de cuadros de mando que integran informaci\u00f3n de distintos entornos y sistemas.<\/p>\n<\/div><\/section><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><div class='flex_column_table av-37cztum-7c40dff412af701fa701f902f0ff8343 sc-av_one_third av-break-at-tablet-flextable av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-37cztum-7c40dff412af701fa701f902f0ff8343\">\n@keyframes av_boxShadowEffect_av-37cztum-7c40dff412af701fa701f902f0ff8343-column {\n0%   { box-shadow:  0 0 0 0 rgba(0,0,0,0.15); opacity: 1; }\n100% { box-shadow:  0 0 10px 0 rgba(0,0,0,0.15); opacity: 1; }\n}\n.flex_column.av-37cztum-7c40dff412af701fa701f902f0ff8343{\nwidth:32%;\nmargin-left:0;\nbox-shadow: 0 0 10px 0 rgba(0,0,0,0.15);\npadding:20px 20px 20px 20px;\nbackground-color:#ffffff;\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-37cztum-7c40dff412af701fa701f902f0ff8343 .av-flex-placeholder{\nwidth:2%;\n}\n\n@media only screen and (max-width: 479px){ \n#top .flex_column_table.av-equal-height-column-flextable.av-37cztum-7c40dff412af701fa701f902f0ff8343{\nmargin-top:0;\nmargin-bottom:0;\n}\n}\n<\/style>\n<div  class='flex_column av-37cztum-7c40dff412af701fa701f902f0ff8343 av_one_third  avia-builder-el-17  el_after_av_one_third  el_before_av_one_third  first av-break-at-tablet flex_column_table_cell av-equal-height-column av-align-top shadow-not-animated  column-top-margin'     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-me2o9lis-7b1c78ff67c5fb75c33b19bfbf5712a2\">\n#top .av_textblock_section.av-me2o9lis-7b1c78ff67c5fb75c33b19bfbf5712a2 .avia_textblock{\ncolor:#101246;\n}\n<\/style>\n<section  class='av_textblock_section av-me2o9lis-7b1c78ff67c5fb75c33b19bfbf5712a2 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><h2><strong>Optimizaci\u00f3n de recursos<\/strong><\/h2>\n<p>Monitorizaci\u00f3n de la capacidad y la eficiencia de los entornos de tu organizaci\u00f3n.<\/p>\n<\/div><\/section><\/div><div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1xvrxfi-fc53191ac45d8fed03b3e43a378fe50b\">\n@keyframes av_boxShadowEffect_av-1xvrxfi-fc53191ac45d8fed03b3e43a378fe50b-column {\n0%   { box-shadow:  0 0 0 0 rgba(0,0,0,0.15); opacity: 1; }\n100% { box-shadow:  0 0 10px 0 rgba(0,0,0,0.15); opacity: 1; }\n}\n.flex_column.av-1xvrxfi-fc53191ac45d8fed03b3e43a378fe50b{\nwidth:32%;\nmargin-left:0;\nbox-shadow: 0 0 10px 0 rgba(0,0,0,0.15);\npadding:20px 20px 20px 20px;\nbackground-color:#ffffff;\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-1xvrxfi-fc53191ac45d8fed03b3e43a378fe50b .av-flex-placeholder{\nwidth:2%;\n}\n\n@media only screen and (max-width: 479px){ \n#top .flex_column_table.av-equal-height-column-flextable.av-1xvrxfi-fc53191ac45d8fed03b3e43a378fe50b{\nmargin-top:0;\nmargin-bottom:0;\n}\n}\n<\/style>\n<div  class='flex_column av-1xvrxfi-fc53191ac45d8fed03b3e43a378fe50b av_one_third  avia-builder-el-19  el_after_av_one_third  el_before_av_one_third  av-break-at-tablet flex_column_table_cell av-equal-height-column av-align-top shadow-not-animated  column-top-margin'     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-me2oaco1-776354ca560dd148b6bb09e0fb70d608\">\n#top .av_textblock_section.av-me2oaco1-776354ca560dd148b6bb09e0fb70d608 .avia_textblock{\ncolor:#101246;\n}\n<\/style>\n<section  class='av_textblock_section av-me2oaco1-776354ca560dd148b6bb09e0fb70d608 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><h2><strong>Mejora continua<\/strong><\/h2>\n<p>Extracci\u00f3n de datos accionables para refinar y mejorar sistemas y procesos.<\/p>\n<\/div><\/section><\/div><div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-up7r64-199c9394c5e2c643f62e5062eafb193c\">\n.flex_column.av-up7r64-199c9394c5e2c643f62e5062eafb193c{\nwidth:32%;\nmargin-left:0;\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-up7r64-199c9394c5e2c643f62e5062eafb193c .av-flex-placeholder{\nwidth:2%;\n}\n\n@media only screen and (max-width: 479px){ \n#top .flex_column_table.av-equal-height-column-flextable.av-up7r64-199c9394c5e2c643f62e5062eafb193c{\nmargin-top:0;\nmargin-bottom:0;\n}\n}\n<\/style>\n<div  class='flex_column av-up7r64-199c9394c5e2c643f62e5062eafb193c av_one_third  avia-builder-el-21  el_after_av_one_third  avia-builder-el-last  av-break-at-tablet flex_column_table_cell av-equal-height-column av-align-top  column-top-margin'     ><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n<\/p>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='faqs-consultoria-ux'  class='avia-section av-vdqtd6-318784e9bdef182fed8c0381a37fffce main_color avia-section-default avia-no-border-styling  avia-builder-el-22  el_after_av_section  el_before_av_section  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-37578'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mo45g4cr-edb07958f62e862dfd4f409ce266431f\">\n#top .av_textblock_section.av-mo45g4cr-edb07958f62e862dfd4f409ce266431f .avia_textblock{\nfont-size:40px;\ncolor:#101246;\n}\n<\/style>\n<section  class='av_textblock_section av-mo45g4cr-edb07958f62e862dfd4f409ce266431f '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><h2 style=\"text-align: left;\">Preguntas frecuentes sobre Observabilidad<\/h2>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mo45mpv8-c480577ff25d7823f7b535fd8ac4498a\">\n#top .togglecontainer.av-mo45mpv8-c480577ff25d7823f7b535fd8ac4498a p.toggler{\ncolor:#000000;\nbackground-color:#edeef0;\n}\n#top .togglecontainer.av-mo45mpv8-c480577ff25d7823f7b535fd8ac4498a p.toggler .toggle_icon{\ncolor:#000000;\nborder-color:#000000;\n}\n#top .togglecontainer.av-mo45mpv8-c480577ff25d7823f7b535fd8ac4498a p.toggler .toggle_icon > span{\ncolor:#000000;\nborder-color:#000000;\n}\n#top .togglecontainer.av-mo45mpv8-c480577ff25d7823f7b535fd8ac4498a .toggle_wrap .toggle_content{\ncolor:#000000;\nbackground-color:#edeef0;\n}\n<\/style>\n<div  class='togglecontainer av-mo45mpv8-c480577ff25d7823f7b535fd8ac4498a av-minimal-toggle  avia-builder-el-24  el_after_av_textblock  avia-builder-el-last  toggle_close_all'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/FAQPage\" >\n<section class='av_toggle_section av-mo45grr0-f68da2d99cd38237b2545b88740cab08'  itemscope=\"itemscope\" itemprop=\"mainEntity\" itemtype=\"https:\/\/schema.org\/Question\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p id='toggle-toggle-id-1' data-fake-id='#toggle-id-1' class='toggler  activeTitle av-title-above '  itemprop=\"name\"  role='tab' tabindex='0' aria-controls='toggle-id-1' data-slide-speed=\"200\" data-title=\"\u00bfQu\u00e9 es la observabilidad en un entorno DevOps?\" data-title-open=\"\">\u00bfQu\u00e9 es la observabilidad en un entorno DevOps?<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-1' aria-labelledby='toggle-toggle-id-1' role='region' class='toggle_wrap  active_tc av-title-above' style='display:block;'  itemscope=\"itemscope\" itemprop=\"acceptedAnswer\" itemtype=\"https:\/\/schema.org\/Answer\" ><div class='toggle_content invers-color '  itemprop=\"text\" ><p><span style=\"font-weight: 400;\">La observabilidad es la capacidad de comprender el estado interno de un sistema complejo mediante la recopilaci\u00f3n y an\u00e1lisis de se\u00f1ales externas como m\u00e9tricas, logs y trazas. A diferencia del monitoreo tradicional, que solo alerta cuando algo va mal, la observabilidad permite diagnosticar por qu\u00e9 sucede un problema al correlacionar diferentes tipos de datos.<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45hdb6-7383c14db9a8db935c31714d3affe680'  itemscope=\"itemscope\" itemprop=\"mainEntity\" itemtype=\"https:\/\/schema.org\/Question\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p id='toggle-toggle-id-2' data-fake-id='#toggle-id-2' class='toggler  av-title-above '  itemprop=\"name\"  role='tab' tabindex='0' aria-controls='toggle-id-2' data-slide-speed=\"200\" data-title=\"\u00bfCu\u00e1les son los tres pilares fundamentales de la observabilidad?\" data-title-open=\"\">\u00bfCu\u00e1les son los tres pilares fundamentales de la observabilidad?<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-2' aria-labelledby='toggle-toggle-id-2' role='region' class='toggle_wrap  av-title-above'   itemscope=\"itemscope\" itemprop=\"acceptedAnswer\" itemtype=\"https:\/\/schema.org\/Answer\" ><div class='toggle_content invers-color '  itemprop=\"text\" ><p><span style=\"font-weight: 400;\">Los tres pilares son:<\/span><span style=\"font-weight: 400;\"><\/p>\n<p><\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>M\u00e9tricas<\/b><span style=\"font-weight: 400;\">: datos num\u00e9ricos que muestran el rendimiento del sistema (uso de CPU, latencia, etc.).<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Logs<\/b><span style=\"font-weight: 400;\">: registros estructurados o no de eventos ocurridos en los componentes de la aplicaci\u00f3n.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li><b>Trazas (traces)<\/b><span style=\"font-weight: 400;\">: seguimiento del flujo de una petici\u00f3n a trav\u00e9s de los distintos servicios y componentes para ver c\u00f3mo viaja y d\u00f3nde puede ralentizarse o fallar.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45i9ob-501788ab34d991ee4bef69fbc1c0d558'  itemscope=\"itemscope\" itemprop=\"mainEntity\" itemtype=\"https:\/\/schema.org\/Question\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p id='toggle-toggle-id-3' data-fake-id='#toggle-id-3' class='toggler  av-title-above '  itemprop=\"name\"  role='tab' tabindex='0' aria-controls='toggle-id-3' data-slide-speed=\"200\" data-title=\"\u00bfPor qu\u00e9 no basta solo con el monitoreo tradicional para asegurar la fiabilidad de los sistemas?\" data-title-open=\"\">\u00bfPor qu\u00e9 no basta solo con el monitoreo tradicional para asegurar la fiabilidad de los sistemas?<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-3' aria-labelledby='toggle-toggle-id-3' role='region' class='toggle_wrap  av-title-above'   itemscope=\"itemscope\" itemprop=\"acceptedAnswer\" itemtype=\"https:\/\/schema.org\/Answer\" ><div class='toggle_content invers-color '  itemprop=\"text\" ><p><span style=\"font-weight: 400;\">El monitoreo tradicional suele ser reactivo y basado en m\u00e9tricas definidas con anticipaci\u00f3n, por lo que puede generar alertas sin contexto o no detectar la ra\u00edz de un problema. La observabilidad proporciona m\u00e1s informaci\u00f3n contextual gracias a la correlaci\u00f3n de m\u00e9tricas, logs y trazas, permitiendo una resoluci\u00f3n m\u00e1s profunda y proactiva.<\/span><span style=\"font-weight: 400;\">\u00a0<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45iwgk-4938f8e6e82b6a7bdfca963ae4f74997'  itemscope=\"itemscope\" itemprop=\"mainEntity\" itemtype=\"https:\/\/schema.org\/Question\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p id='toggle-toggle-id-4' data-fake-id='#toggle-id-4' class='toggler  av-title-above '  itemprop=\"name\"  role='tab' tabindex='0' aria-controls='toggle-id-4' data-slide-speed=\"200\" data-title=\"\u00bfQu\u00e9 beneficios concretos aporta la observabilidad a un equipo DevOps?\" data-title-open=\"\">\u00bfQu\u00e9 beneficios concretos aporta la observabilidad a un equipo DevOps?<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-4' aria-labelledby='toggle-toggle-id-4' role='region' class='toggle_wrap  av-title-above'   itemscope=\"itemscope\" itemprop=\"acceptedAnswer\" itemtype=\"https:\/\/schema.org\/Answer\" ><div class='toggle_content invers-color '  itemprop=\"text\" ><p><span style=\"font-weight: 400;\">Algunos beneficios clave son:<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Diagn\u00f3stico m\u00e1s r\u00e1pido de problemas complejos.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Visi\u00f3n proactiva del rendimiento y anomal\u00edas.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Optimizaci\u00f3n continua del sistema, lo que mejora la experiencia de los usuarios.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li><span style=\"font-weight: 400;\">Mayor colaboraci\u00f3n entre desarrollo y operaciones al trabajar sobre datos compartidos.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45jsi2-262412fd81fe4f6844e1b0797dde40d7'  itemscope=\"itemscope\" itemprop=\"mainEntity\" itemtype=\"https:\/\/schema.org\/Question\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p id='toggle-toggle-id-5' data-fake-id='#toggle-id-5' class='toggler  av-title-above '  itemprop=\"name\"  role='tab' tabindex='0' aria-controls='toggle-id-5' data-slide-speed=\"200\" data-title=\"\u00bfQu\u00e9 herramientas o tecnolog\u00edas se pueden usar?\" data-title-open=\"\">\u00bfQu\u00e9 herramientas o tecnolog\u00edas se pueden usar?<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-5' aria-labelledby='toggle-toggle-id-5' role='region' class='toggle_wrap  av-title-above'   itemscope=\"itemscope\" itemprop=\"acceptedAnswer\" itemtype=\"https:\/\/schema.org\/Answer\" ><div class='toggle_content invers-color '  itemprop=\"text\" ><p><span style=\"font-weight: 400;\">Se pueden implementar herramientas como OpenTelemetry para instrumentar m\u00e9tricas, logs y trazas, junto con sistemas de almacenamiento como Prometheus (m\u00e9tricas), Elasticsearch \/ Loki (logs) o backends de tracing (Jaeger, Zipkin, etc.).<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45kb8a-cb350e3fd5c07fd25a53b8d9a4dc674f'  itemscope=\"itemscope\" itemprop=\"mainEntity\" itemtype=\"https:\/\/schema.org\/Question\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p id='toggle-toggle-id-6' data-fake-id='#toggle-id-6' class='toggler  av-title-above '  itemprop=\"name\"  role='tab' tabindex='0' aria-controls='toggle-id-6' data-slide-speed=\"200\" data-title=\"\u00bfC\u00f3mo se correlacionan m\u00e9tricas, logs y trazas para encontrar la causa ra\u00edz de un problema?\" data-title-open=\"\">\u00bfC\u00f3mo se correlacionan m\u00e9tricas, logs y trazas para encontrar la causa ra\u00edz de un problema?<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-6' aria-labelledby='toggle-toggle-id-6' role='region' class='toggle_wrap  av-title-above'   itemscope=\"itemscope\" itemprop=\"acceptedAnswer\" itemtype=\"https:\/\/schema.org\/Answer\" ><div class='toggle_content invers-color '  itemprop=\"text\" ><p><span style=\"font-weight: 400;\">La correlaci\u00f3n se realiza mediante sistemas que permiten cruzar datos: por ejemplo, al detectar una alerta en una m\u00e9trica (como alta latencia), se puede analizar la traza correspondiente para ver qu\u00e9 servicios participaron en esa petici\u00f3n, y luego revisar los logs para ver qu\u00e9 eventos ocurrieron durante ese flujo. Esta visi\u00f3n combinada facilita identificar el origen del problema.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45kuq3-f51d52745bdb685b2035607d9a78980a'  itemscope=\"itemscope\" itemprop=\"mainEntity\" itemtype=\"https:\/\/schema.org\/Question\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p id='toggle-toggle-id-7' data-fake-id='#toggle-id-7' class='toggler  av-title-above '  itemprop=\"name\"  role='tab' tabindex='0' aria-controls='toggle-id-7' data-slide-speed=\"200\" data-title=\"\u00bfQu\u00e9 retos comunes existen al implementar una soluci\u00f3n de observabilidad?\" data-title-open=\"\">\u00bfQu\u00e9 retos comunes existen al implementar una soluci\u00f3n de observabilidad?<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-7' aria-labelledby='toggle-toggle-id-7' role='region' class='toggle_wrap  av-title-above'   itemscope=\"itemscope\" itemprop=\"acceptedAnswer\" itemtype=\"https:\/\/schema.org\/Answer\" ><div class='toggle_content invers-color '  itemprop=\"text\" ><p><span style=\"font-weight: 400;\">Algunos retos frecuentes son:<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">La sobredosis de datos: recopilar todo sin filtrar puede generar ruido y costos altos.<\/span><a href=\"https:\/\/www.reddit.com\/\/r\/devops\/comments\/1oc1tlc?utm_source=chatgpt.com\"> <span style=\"font-weight: 400;\">\n<p><\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">La complejidad en la instrumentaci\u00f3n y el muestreo (sampling) de trazas.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">El coste de almacenamiento y procesamiento de logs, m\u00e9tricas y trazas.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">La necesidad de definir una estrategia clara de retenci\u00f3n y gobernanza para los datos de observabilidad.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45lenz-e25224cdc0c663d8fdaac7f451b0962d'  itemscope=\"itemscope\" itemprop=\"mainEntity\" itemtype=\"https:\/\/schema.org\/Question\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p id='toggle-toggle-id-8' data-fake-id='#toggle-id-8' class='toggler  av-title-above '  itemprop=\"name\"  role='tab' tabindex='0' aria-controls='toggle-id-8' data-slide-speed=\"200\" data-title=\"\u00bfC\u00f3mo se debe plantear la retenci\u00f3n de datos para observabilidad sin incurrir en costes excesivos?\" data-title-open=\"\">\u00bfC\u00f3mo se debe plantear la retenci\u00f3n de datos para observabilidad sin incurrir en costes excesivos?<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-8' aria-labelledby='toggle-toggle-id-8' role='region' class='toggle_wrap  av-title-above'   itemscope=\"itemscope\" itemprop=\"acceptedAnswer\" itemtype=\"https:\/\/schema.org\/Answer\" ><div class='toggle_content invers-color '  itemprop=\"text\" ><p><span style=\"font-weight: 400;\">Es recomendable definir pol\u00edticas de retenci\u00f3n seg\u00fan la criticidad: almacenar datos de alta resoluci\u00f3n para datos recientes (por ejemplo, trazas detalladas) y muestrear o resumir datos antiguos. Adem\u00e1s, se pueden aplicar reglas autom\u00e1ticas (por ejemplo, archivar logs antiguos) para controlar el almacenamiento.<\/span><span style=\"font-weight: 400;\">\u00a0<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45m3t5-fae3e5a34dba614e1ed1c6716630231d'  itemscope=\"itemscope\" itemprop=\"mainEntity\" itemtype=\"https:\/\/schema.org\/Question\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p id='toggle-toggle-id-9' data-fake-id='#toggle-id-9' class='toggler  av-title-above '  itemprop=\"name\"  role='tab' tabindex='0' aria-controls='toggle-id-9' data-slide-speed=\"200\" data-title=\"\u00bfQu\u00e9 m\u00e9tricas clave (SLIs \/ SLOs) pueden usarse para medir la eficacia de la observabilidad?\" data-title-open=\"\">\u00bfQu\u00e9 m\u00e9tricas clave (SLIs \/ SLOs) pueden usarse para medir la eficacia de la observabilidad?<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-9' aria-labelledby='toggle-toggle-id-9' role='region' class='toggle_wrap  av-title-above'   itemscope=\"itemscope\" itemprop=\"acceptedAnswer\" itemtype=\"https:\/\/schema.org\/Answer\" ><div class='toggle_content invers-color '  itemprop=\"text\" ><p><span style=\"font-weight: 400;\">Algunas m\u00e9tricas \u00fatiles son:<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Tiempo medio para detectar un incidente (MTTD).<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Tiempo medio para resolver (MTTR).<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Frecuencia de alertas falsas versus alertas reales.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Latencia de solicitud, tasa de error, uso de recursos.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li><span style=\"font-weight: 400;\">Porcentaje de \u00f3rdenes de negocio completadas sin fallos.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45moke-056540f7f26f51f66bdf922666bdc8bd'  itemscope=\"itemscope\" itemprop=\"mainEntity\" itemtype=\"https:\/\/schema.org\/Question\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p id='toggle-toggle-id-10' data-fake-id='#toggle-id-10' class='toggler  av-title-above '  itemprop=\"name\"  role='tab' tabindex='0' aria-controls='toggle-id-10' data-slide-speed=\"200\" data-title=\"\u00bfC\u00f3mo fomentar una cultura de observabilidad en los equipos DevOps?\" data-title-open=\"\">\u00bfC\u00f3mo fomentar una cultura de observabilidad en los equipos DevOps?<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-10' aria-labelledby='toggle-toggle-id-10' role='region' class='toggle_wrap  av-title-above'   itemscope=\"itemscope\" itemprop=\"acceptedAnswer\" itemtype=\"https:\/\/schema.org\/Answer\" ><div class='toggle_content invers-color '  itemprop=\"text\" ><p><span style=\"font-weight: 400;\">Para construir una cultura observabilidad-first se puede:<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Formar a los equipos en la interpretaci\u00f3n de m\u00e9tricas, trazas y logs.<\/span><a href=\"https:\/\/www.sredevops.org\/es\/cultivando-una-cultura-de-observabilidad-en-devops-con-monitoreo-de-registros\/?utm_source=chatgpt.com\"> <span style=\"font-weight: 400;\">\n<p><\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Establecer reuniones de postmortem donde se analicen incidencias con datos de observabilidad.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Definir dashboards y alertas orientadas tanto a desarrolladores como a operadores.<\/span><a href=\"https:\/\/pabpereza.dev\/docs\/cursos\/devops\/Monitoreo?utm_source=chatgpt.com\"> <span style=\"font-weight: 400;\">\n<p><\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adoptar \u201cobservabilidad como c\u00f3digo\u201d: definir configuraciones de dashboards, m\u00e9tricas y alertas mediante c\u00f3digo para versionarlas y mantenerlas.<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div><\/section>\n<\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style 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Autoclose: 1 -->\n\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":9,"featured_media":0,"parent":37379,"menu_order":5,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-37578","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Observabilidad para entornos DevOps | MTP<\/title>\n<meta name=\"description\" content=\"Plataforma de observabilidad que ofrece visibilidad total del rendimiento, m\u00e9tricas y logs para una gesti\u00f3n DevOps eficaz.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mtp.global\/es\/servicios\/devops\/observabilidad\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" 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