{"id":37587,"date":"2025-09-29T09:50:16","date_gmt":"2025-09-29T07:50:16","guid":{"rendered":"https:\/\/mtp.global\/es\/?page_id=37587"},"modified":"2026-04-21T12:56:04","modified_gmt":"2026-04-21T10:56:04","slug":"trazabilidad-de-sistemas","status":"publish","type":"page","link":"https:\/\/mtp.global\/es\/servicios\/devops\/trazabilidad-de-sistemas\/","title":{"rendered":"Trazabilidad de sistemas"},"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-37587'><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 trazabilidad de sistemas 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 seguir el rastro completo de los datos, procesos y cambios que se producen dentro de los sistemas de informaci\u00f3n de una organizaci\u00f3n.<\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">A trav\u00e9s de soluciones avanzadas de trazabilidad, MTP implementa herramientas y metodolog\u00edas espec\u00edficas para documentar, monitorizar y analizar cada cambio en los sistemas, garantizando la transparencia, el cumplimiento normativo y una capacidad de diagn\u00f3stico m\u00e1s eficiente ante incidencias o comportamientos an\u00f3malos.<\/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-37587'><div class='entry-content-wrapper clearfix'>\n<div 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https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/09\/trazabilidad_devops-1536x1077.jpg 1536w, https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/09\/trazabilidad_devops-1500x1052.jpg 1500w, https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/09\/trazabilidad_devops-705x494.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;\">Este enfoque es fundamental en entornos complejos, donde m\u00faltiples equipos, herramientas y pipelines <\/span><a href=\"https:\/\/mtp.global\/es\/servicios\/devops\/integracion-continua\/\"><span style=\"font-weight: 400;\">CI<\/span><\/a><span style=\"font-weight: 400;\">\/<\/span><a href=\"https:\/\/mtp.global\/es\/servicios\/devops\/despliegue-continuo\/\"><span style=\"font-weight: 400;\">CD<\/span><\/a><span style=\"font-weight: 400;\"> interact\u00faan de forma continua. La trazabilidad de sistemas facilita la identificaci\u00f3n del origen de errores, la comprensi\u00f3n del impacto de los cambios y la mejora de la toma de decisiones basada en datos.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Permite:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Garantizar la transparencia en todos los cambios del sistema<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Mejorar la capacidad de auditor\u00eda y cumplimiento normativo<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Reducir el tiempo de diagn\u00f3stico de incidencias (MTTR)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Aumentar la fiabilidad de los despliegues y releases<\/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<\/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-37587'><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>Prevenci\u00f3n de errores cr\u00edticos<\/strong><\/h2>\n<p>Realizamos un trazado de impactos ante cada cambio en el sistema.<\/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>Diagn\u00f3stico r\u00e1pido de incidentes<\/strong><\/h2>\n<p>Identificamos las causas y los responsables con precisi\u00f3n.<\/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>Confianza en los datos<\/strong><\/h2>\n<p>Aseguramos la integridad de la informaci\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>Control total sobre procesos complejos<\/strong><\/h2>\n<p>Aportamos visibilidad de extremo a extremo en entornos distribuidos.<\/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-wkjvrn-873bdcfbffd466315ad48af0b624c0b4 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-37587'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mo45nnnm-6358d336eb868c4256003b706d3f76a0\">\n#top .av_textblock_section.av-mo45nnnm-6358d336eb868c4256003b706d3f76a0 .avia_textblock{\nfont-size:40px;\ncolor:#101246;\n}\n<\/style>\n<section  class='av_textblock_section av-mo45nnnm-6358d336eb868c4256003b706d3f76a0 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><h2 style=\"text-align: left;\">Preguntas frecuentes sobre <b>Trazabilidad de sistemas<\/b><\/h2>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mo45tbs9-5bfca84d3ffbca7511c843155e2e0e35\">\n#top .togglecontainer.av-mo45tbs9-5bfca84d3ffbca7511c843155e2e0e35 p.toggler{\ncolor:#000000;\nbackground-color:#edeef0;\n}\n#top .togglecontainer.av-mo45tbs9-5bfca84d3ffbca7511c843155e2e0e35 p.toggler .toggle_icon{\ncolor:#000000;\nborder-color:#000000;\n}\n#top .togglecontainer.av-mo45tbs9-5bfca84d3ffbca7511c843155e2e0e35 p.toggler .toggle_icon > span{\ncolor:#000000;\nborder-color:#000000;\n}\n#top .togglecontainer.av-mo45tbs9-5bfca84d3ffbca7511c843155e2e0e35 .toggle_wrap .toggle_content{\ncolor:#000000;\nbackground-color:#edeef0;\n}\n<\/style>\n<div  class='togglecontainer av-mo45tbs9-5bfca84d3ffbca7511c843155e2e0e35 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-mo45o8bq-891553b84d1784d1be4971873fd448d4'  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 trazabilidad distribuida (distributed tracing) en sistemas DevOps?\" data-title-open=\"\">\u00bfQu\u00e9 es la trazabilidad distribuida (distributed tracing) en sistemas 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 trazabilidad distribuida es una t\u00e9cnica para rastrear el flujo de una petici\u00f3n a trav\u00e9s de m\u00faltiples servicios en un sistema distribuido, registrando \u201cspans\u201d (intervalos de tiempo) con metadatos y relaciones entre ellos. Gracias a esto, se puede ver c\u00f3mo interact\u00faan entre s\u00ed los microservicios y c\u00f3mo se comporta una solicitud end\u2011to\u2011end.<\/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-mo45oq5j-69b3d6ba0bf8ae986e26c4571401dbe9'  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=\"\u00bfPor qu\u00e9 es importante implementar trazabilidad en sistemas modernos?\" data-title-open=\"\">\u00bfPor qu\u00e9 es importante implementar trazabilidad en sistemas modernos?<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;\">En arquitecturas de microservicios o distribuidas, una solicitud puede atravesar muchos servicios y componentes. Sin trazabilidad, es dif\u00edcil entender d\u00f3nde ocurren latencias, errores o cuellos de botella. La trazabilidad ayuda a diagnosticar problemas complejos de rendimiento y a mejorar la fiabilidad del sistema.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45p64i-9d0bc22b05d8be2f3df3f6c99744dfb6'  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=\"\u00bfQu\u00e9 herramientas se utilizan para lograr trazabilidad distribuida?\" data-title-open=\"\">\u00bfQu\u00e9 herramientas se utilizan para lograr trazabilidad distribuida?<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;\">Algunas herramientas habituales son Jaeger, Zipkin o bibliotecas basadas en OpenTelemetry. Por ejemplo, Jaeger es ampliamente usado para instrumentar microservicios y visualizar trazas completas del recorrido de una petici\u00f3n.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">Tambi\u00e9n se pueden usar Spring Cloud Sleuth con Zipkin para generar un identificador global por petici\u00f3n y correlacionar los spans de m\u00faltiples servicios.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45pn3n-95255ca9d71f56b35431fa65ad3cfdec'  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=\"\u00bfC\u00f3mo funciona la correlaci\u00f3n de spans en una traza?\" data-title-open=\"\">\u00bfC\u00f3mo funciona la correlaci\u00f3n de spans en una traza?<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;\">Cada solicitud recibe un identificador de traza (trace ID) que se propaga entre los servicios. Dentro de esa traza, cada servicio crea spans que representan bloques de trabajo (por ejemplo, el procesamiento de un microservicio), con metadatos y tiempos de inicio y fin. Al correlacionar estos spans, se puede reconstruir visualmente el camino de la petici\u00f3n y analizar d\u00f3nde hay retrasos o errores.<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45q48j-f1112b373160aa751f8d601fb2194c5f'  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=\"\u00bfCu\u00e1les son los retos m\u00e1s comunes al implementar trazabilidad distribuida?\" data-title-open=\"\">\u00bfCu\u00e1les son los retos m\u00e1s comunes al implementar trazabilidad distribuida?<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\" ><ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Sobrecarga de datos<\/b><span style=\"font-weight: 400;\">: capturar todas las trazas puede generar un gran volumen de datos, con coste en almacenamiento y procesamiento.<\/span><a href=\"https:\/\/pandorafms.com\/es\/it-topics\/seguimiento-distribuido\/?utm_source=chatgpt.com\"><span style=\"font-weight: 400;\">\u00a0<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Instrumentaci\u00f3n compleja<\/b><span style=\"font-weight: 400;\">: puede ser necesario modificar servicios para generar spans, lo que lleva tiempo y esfuerzo.<\/span><a href=\"https:\/\/pandorafms.com\/es\/it-topics\/seguimiento-distribuido\/?utm_source=chatgpt.com\"><span style=\"font-weight: 400;\">\u00a0<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Decidir estrategias de muestreo (\u201csampling\u201d)<\/b><span style=\"font-weight: 400;\">: para controlar la cantidad de datos, muchas veces se muestrean las trazas, pero eso puede implicar perder parte de la visibilidad.<\/span><\/li>\n<li><b>Retenci\u00f3n de datos<\/b><span style=\"font-weight: 400;\">: definir cu\u00e1nto tiempo guardar las trazas, para balancear coste y utilidad.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45qmbr-0c7bf3b52e8d72100a33137de5cbd3ca'  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=\"\u00bfQu\u00e9 m\u00e9tricas o indicadores (SLIs \/ SLOs) pueden evaluarse gracias a la trazabilidad?\" data-title-open=\"\">\u00bfQu\u00e9 m\u00e9tricas o indicadores (SLIs \/ SLOs) pueden evaluarse gracias a la trazabilidad?<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;\">Algunos indicadores \u00fatiles son:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Latencia por servicio (cu\u00e1nto tarda cada microservicio)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tasa de errores por traza<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Frecuencia de peticiones lentas (\u201cslow spans\u201d)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">N\u00famero de trazas por tipo de operaci\u00f3n<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Tiempo medio para diagnosticar un fallo<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45r5mn-9dc1f5a1af83cef41f233cc87161d1d1'  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=\" \u00bfC\u00f3mo se integra la trazabilidad con otras pr\u00e1cticas DevOps como CI\/CD u observabilidad?\" data-title-open=\"\"> \u00bfC\u00f3mo se integra la trazabilidad con otras pr\u00e1cticas DevOps como CI\/CD u 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;\">La trazabilidad complementa otras se\u00f1ales: se puede correlacionar con m\u00e9tricas (por ejemplo, uso de CPU o latencia) y con logs para entender el contexto. Adem\u00e1s, al desplegar nuevas versiones v\u00eda CI\/CD, las trazas ayudan a evaluar c\u00f3mo los cambios impactan el rendimiento en producci\u00f3n y permiten hacer rollback m\u00e1s informado si se detectan degradaciones.<\/span><span style=\"font-weight: 400;\"><\/p>\n<p><\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45rm62-8351bed02621df17946647352ff1698d'  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=\" \u00bfQu\u00e9 impacto tiene la trazabilidad en la cultura de equipos DevOps o SRE?\" data-title-open=\"\"> \u00bfQu\u00e9 impacto tiene la trazabilidad en la cultura de equipos DevOps o SRE?<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;\">Fomentar la trazabilidad crea una cultura m\u00e1s colaborativa entre desarrollo y operaciones, ya que ambos equipos pueden ver y analizar los flujos de ejecuci\u00f3n y trabajar juntos para mejorar la fiabilidad. Permite hacer an\u00e1lisis m\u00e1s precisos, basados en datos reales de trazas.<\/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-mo45sfus-2ab2c943532b570b19ce93e296d5a83c'  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=\"\u00bfEs seguro instrumentar trazabilidad en t\u00e9rminos de datos sensibles?\" data-title-open=\"\">\u00bfEs seguro instrumentar trazabilidad en t\u00e9rminos de datos sensibles?<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;\">S\u00ed, pero requiere buenas pr\u00e1cticas: es importante controlar qu\u00e9 metadatos se incluyen en los spans, evitar capturar datos sensibles en etiquetas, y definir pol\u00edticas de retenci\u00f3n y acceso. Adem\u00e1s, se pueden usar mecanismos para anonimizar informaci\u00f3n o enmascarar datos sensibles.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-mo45sxet-a95ba4f3a3c7ce3c1f9a51ec6702dfa9'  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=\"\u00bfCu\u00e1nto cuesta mantener un sistema de trazabilidad distribuida?\" data-title-open=\"\">\u00bfCu\u00e1nto cuesta mantener un sistema de trazabilidad distribuida?<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;\">El coste puede variar ampliamente dependiendo del volumen de trazas, la frecuencia de muestreo, la infraestructura de almacenamiento (por ejemplo bases de datos para traces) y las pol\u00edticas de retenci\u00f3n. Implementar un muestreo eficiente y una gobernanza de retenci\u00f3n puede ayudar a optimizar los costes sin sacrificar visibilidad esencial.<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-4fbbjri-eb736f98437b175cd47371bedcba0ed9\">\n.avia-section.av-4fbbjri-eb736f98437b175cd47371bedcba0ed9{\nbackground-color:#eff0f2;\nbackground-image:unset;\n}\n.avia-section.av-4fbbjri-eb736f98437b175cd47371bedcba0ed9 .av-extra-border-element .av-extra-border-inner{\nbackground-color:#eff0f2;\n}\n<\/style>\n<div id='formulario-contacto'  class='avia-section av-4fbbjri-eb736f98437b175cd47371bedcba0ed9 main_color avia-section-huge avia-no-border-styling  avia-builder-el-25  el_after_av_section  avia-builder-el-last  avia-bg-style-scroll av-arrow-down-section container_wrap fullsize'  ><div class='container av-section-cont-open' ><div 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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-37587","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>Trazabilidad de sistemas integral | MTP<\/title>\n<meta name=\"description\" content=\"Servicio de trazabilidad de sistemas que garantiza control, auditor\u00eda y coherencia en procesos DevOps y flujos CI\/CD.\" \/>\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\/trazabilidad-de-sistemas\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" 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