{"id":33949,"date":"2026-06-25T23:45:52","date_gmt":"2026-06-26T06:45:52","guid":{"rendered":"https:\/\/www.pingcap.com\/?page_id=33949"},"modified":"2026-08-06T20:05:32","modified_gmt":"2026-08-07T03:05:32","slug":"on-demand-the-memory-wall-why-ai-agents-fail","status":"publish","type":"page","link":"https:\/\/www.pingcap.com\/ko\/on-demand-the-memory-wall-why-ai-agents-fail\/","title":{"rendered":"On-Demand: The Memory Wall: Why AI Agents Fail (and How to Fix Them)"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"","protected":false},"author":332,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"class_list":["post-33949","page","type-page","status-publish","hentry"],"acf":[],"featured_image_src":null,"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>On-Demand: The Memory Wall: Why AI Agents Fail (and How to Fix Them) | TiDB The Memory Wall: Why AI Agents Fail and How to Fix It | TiDB<\/title>\n<meta name=\"description\" content=\"AI agents fail when they hit the memory wall. See the converged architecture that gives millions of agents persistent state. Learn more on On-Demand: The Memory Wall: Why AI Agents Fail (and How to Fix Them) page.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.pingcap.com\/ko\/on-demand-the-memory-wall-why-ai-agents-fail\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Building a Context Platform AI Applications Actually Need\" \/>\n<meta property=\"og:description\" content=\"AI agents fail when they hit the memory wall. See the converged architecture that gives millions of agents persistent state. Learn more on On-Demand: The Memory Wall: Why AI Agents Fail (and How to Fix Them) page.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.pingcap.com\/ko\/on-demand-the-memory-wall-why-ai-agents-fail\/\" \/>\n<meta property=\"og:site_name\" content=\"TiDB\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/facebook.com\/pingcap2015\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-07T03:05:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/static.pingcap.com\/files\/2026\/06\/25234404\/Webinar-Banners-598-x-199-px-1080-x-1080-px-5.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@PingCAP\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.pingcap.com\\\/on-demand-the-memory-wall-why-ai-agents-fail\\\/\",\"url\":\"https:\\\/\\\/www.pingcap.com\\\/on-demand-the-memory-wall-why-ai-agents-fail\\\/\",\"name\":\"On-Demand: The Memory Wall: Why AI Agents Fail (and How to Fix Them) | TiDB The Memory Wall: Why AI Agents Fail and How to Fix It | TiDB\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.pingcap.com\\\/#website\"},\"datePublished\":\"2026-06-26T06:45:52+00:00\",\"dateModified\":\"2026-08-07T03:05:32+00:00\",\"description\":\"AI agents fail when they hit the memory wall. See the converged architecture that gives millions of agents persistent state. Learn more on On-Demand: The Memory Wall: Why AI Agents Fail (and How to Fix Them) page.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.pingcap.com\\\/on-demand-the-memory-wall-why-ai-agents-fail\\\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.pingcap.com\\\/on-demand-the-memory-wall-why-ai-agents-fail\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.pingcap.com\\\/on-demand-the-memory-wall-why-ai-agents-fail\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.pingcap.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"On-Demand: The Memory Wall: Why AI Agents Fail (and How to Fix Them)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.pingcap.com\\\/#website\",\"url\":\"https:\\\/\\\/www.pingcap.com\\\/\",\"name\":\"TiDB\",\"description\":\"TiDB | SQL at Scale\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.pingcap.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.pingcap.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.pingcap.com\\\/#organization\",\"name\":\"PingCAP\",\"url\":\"https:\\\/\\\/www.pingcap.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\\\/\\\/www.pingcap.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/static.pingcap.com\\\/files\\\/2021\\\/11\\\/pingcap-logo.png\",\"contentUrl\":\"https:\\\/\\\/static.pingcap.com\\\/files\\\/2021\\\/11\\\/pingcap-logo.png\",\"width\":811,\"height\":232,\"caption\":\"PingCAP\"},\"image\":{\"@id\":\"https:\\\/\\\/www.pingcap.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/facebook.com\\\/pingcap2015\",\"https:\\\/\\\/x.com\\\/PingCAP\",\"https:\\\/\\\/linkedin.com\\\/company\\\/pingcap\",\"https:\\\/\\\/youtube.com\\\/channel\\\/UCuq4puT32DzHKT5rU1IZpIA\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"On-Demand: The Memory Wall: Why AI Agents Fail (and How to Fix Them) | TiDB The Memory Wall: Why AI Agents Fail and How to Fix It | TiDB","description":"AI agents fail when they hit the memory wall. See the converged architecture that gives millions of agents persistent state. Learn more on On-Demand: The Memory Wall: Why AI Agents Fail (and How to Fix Them) page.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.pingcap.com\/ko\/on-demand-the-memory-wall-why-ai-agents-fail\/","og_locale":"ko_KR","og_type":"article","og_title":"Building a Context Platform AI Applications Actually Need","og_description":"AI agents fail when they hit the memory wall. See the converged architecture that gives millions of agents persistent state. Learn more on On-Demand: The Memory Wall: Why AI Agents Fail (and How to Fix Them) page.","og_url":"https:\/\/www.pingcap.com\/ko\/on-demand-the-memory-wall-why-ai-agents-fail\/","og_site_name":"TiDB","article_publisher":"https:\/\/facebook.com\/pingcap2015","article_modified_time":"2026-08-07T03:05:32+00:00","og_image":[{"width":1280,"height":720,"url":"https:\/\/static.pingcap.com\/files\/2026\/06\/25234404\/Webinar-Banners-598-x-199-px-1080-x-1080-px-5.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_site":"@PingCAP","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.pingcap.com\/on-demand-the-memory-wall-why-ai-agents-fail\/","url":"https:\/\/www.pingcap.com\/on-demand-the-memory-wall-why-ai-agents-fail\/","name":"On-Demand: The Memory Wall: Why AI Agents Fail (and How to Fix Them) | TiDB The Memory Wall: Why AI Agents Fail and How to Fix It | TiDB","isPartOf":{"@id":"https:\/\/www.pingcap.com\/#website"},"datePublished":"2026-06-26T06:45:52+00:00","dateModified":"2026-08-07T03:05:32+00:00","description":"AI agents fail when they hit the memory wall. See the converged architecture that gives millions of agents persistent state. Learn more on On-Demand: The Memory Wall: Why AI Agents Fail (and How to Fix Them) page.","breadcrumb":{"@id":"https:\/\/www.pingcap.com\/on-demand-the-memory-wall-why-ai-agents-fail\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.pingcap.com\/on-demand-the-memory-wall-why-ai-agents-fail\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.pingcap.com\/on-demand-the-memory-wall-why-ai-agents-fail\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.pingcap.com\/"},{"@type":"ListItem","position":2,"name":"On-Demand: The Memory Wall: Why AI Agents Fail (and How to Fix Them)"}]},{"@type":"WebSite","@id":"https:\/\/www.pingcap.com\/#website","url":"https:\/\/www.pingcap.com\/","name":"\ud2f0DB","description":"TiDB | SQL at Scale","publisher":{"@id":"https:\/\/www.pingcap.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.pingcap.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/www.pingcap.com\/#organization","name":"PingCAP","url":"https:\/\/www.pingcap.com\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/www.pingcap.com\/#\/schema\/logo\/image\/","url":"https:\/\/static.pingcap.com\/files\/2021\/11\/pingcap-logo.png","contentUrl":"https:\/\/static.pingcap.com\/files\/2021\/11\/pingcap-logo.png","width":811,"height":232,"caption":"PingCAP"},"image":{"@id":"https:\/\/www.pingcap.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/facebook.com\/pingcap2015","https:\/\/x.com\/PingCAP","https:\/\/linkedin.com\/company\/pingcap","https:\/\/youtube.com\/channel\/UCuq4puT32DzHKT5rU1IZpIA"]}]}},"grav_blocks":[{"acf_fc_layout":"columns","format":"","enable_box_container":false,"column_num":"8","columns":[{"type":"video","wysiwyg":"","accordion_column_title":"","accordion_sections":false,"accordion_enable_faq_schema":false,"video_image":{"ID":33950,"id":33950,"title":"Webinar Banners (598 x 199 px) (1080 x 1080 px) (5)","filename":"Webinar-Banners-598-x-199-px-1080-x-1080-px-5.png","filesize":122172,"url":"https:\/\/static.pingcap.com\/files\/2026\/06\/25234404\/Webinar-Banners-598-x-199-px-1080-x-1080-px-5.png","link":"https:\/\/www.pingcap.com\/ko\/on-demand-the-memory-wall-why-ai-agents-fail\/webinar-banners-598-x-199-px-1080-x-1080-px-5\/","alt":"","author":"332","description":"","caption":"","name":"webinar-banners-598-x-199-px-1080-x-1080-px-5","status":"inherit","uploaded_to":33949,"date":"2026-06-26 06:44:03","modified":"2026-06-26 06:44:03","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.pingcap.com\/lib\/images\/media\/default.png","width":1280,"height":720,"sizes":{"thumbnail":"https:\/\/static.pingcap.com\/files\/2026\/06\/25234404\/Webinar-Banners-598-x-199-px-1080-x-1080-px-5-150x150.png","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/static.pingcap.com\/files\/2026\/06\/25234404\/Webinar-Banners-598-x-199-px-1080-x-1080-px-5-300x169.png","medium-width":300,"medium-height":169,"medium_large":"https:\/\/static.pingcap.com\/files\/2026\/06\/25234404\/Webinar-Banners-598-x-199-px-1080-x-1080-px-5-768x432.png","medium_large-width":768,"medium_large-height":432,"large":"https:\/\/static.pingcap.com\/files\/2026\/06\/25234404\/Webinar-Banners-598-x-199-px-1080-x-1080-px-5-1024x576.png","large-width":1024,"large-height":576,"1536x1536":"https:\/\/static.pingcap.com\/files\/2026\/06\/25234404\/Webinar-Banners-598-x-199-px-1080-x-1080-px-5.png","1536x1536-width":1280,"1536x1536-height":720,"2048x2048":"https:\/\/static.pingcap.com\/files\/2026\/06\/25234404\/Webinar-Banners-598-x-199-px-1080-x-1080-px-5.png","2048x2048-width":1280,"2048x2048-height":720,"trp-custom-language-flag":"https:\/\/static.pingcap.com\/files\/2026\/06\/25234404\/Webinar-Banners-598-x-199-px-1080-x-1080-px-5-18x10.png","trp-custom-language-flag-width":18,"trp-custom-language-flag-height":10,"post-thumbnail":"https:\/\/static.pingcap.com\/files\/2026\/06\/25234404\/Webinar-Banners-598-x-199-px-1080-x-1080-px-5-300x300.png","post-thumbnail-width":300,"post-thumbnail-height":300}},"video_url":"https:\/\/youtu.be\/Ei9L57AoXLM","video_content":"<p>Today\u2019s AI agents run on duct tape: Separate systems for transactions, analytics, and vectors, stitched together with brittle ETL pipelines and growing engineering overhead. That approach won\u2019t survive the next wave of agentic AI, where enterprises need to support millions of concurrent agents, each with persistent memory, real-time data access, and consistent state.<\/p>\n<p>In this webinar, TiDB Principal Solutions Architect, Bernard Kavanagh, introduces the architecture that supports millions of agents: A converged distributed SQL platform that unifies OLTP, real-time analytics, and native vector search in a single ACID-compliant system, handling relational, vector, and full-text demands in one query layer. We\u2019ll walk through the Decide-Validate-Remember loop that production teams use to reduce token costs through persistent context and scale multi-agent workflows without state drift.<\/p>\n"}],"block_background":"block-bg-none","block_background_video_type":"url","block_background_video_url":"","block_background_video_file":false,"block_background_image":false,"block_background_overlay":false,"unique_id":"","block_option_custom_class":"","block_option_padding":[],"block_option_hide":[],"block_add_top_arc":false,"block_increase_bottom_padding":false},{"acf_fc_layout":"resources","block_title":"Related Resources","block_title_desc":"","view_all_enabled":false,"view_all_text":"View All","view_all_link_type":"","relationship_source":"custom","num_results":3,"custom_tag":false,"custom_category":false,"custom_resource_ids":[25272,28824,28629],"fill_remaining_resources":true,"block_background":"block-bg-none","block_background_video_type":"url","block_background_video_url":"","block_background_video_file":false,"block_background_image":false,"block_background_overlay":false,"unique_id":"","block_option_custom_class":"","block_option_padding":[],"block_option_hide":[],"block_add_top_arc":false,"block_increase_bottom_padding":false},{"acf_fc_layout":"cards","block_title":"Use Cases","block_title_desc":"","card_num_cols":"","card_type":"media","default_cards":false,"solution_cards":false,"integration_cards":false,"bg_cards":false,"media_cards":[{"has_border":false,"icon_type":"image","icon_image":{"ID":27980,"id":27980,"title":"Plaid","filename":"Plaid.jpeg","filesize":5149,"url":"https:\/\/static.pingcap.com\/files\/2025\/06\/25120155\/Plaid.jpeg","link":"https:\/\/www.pingcap.com\/ko\/on-demand-why-distributed-sqls-moment-is-now\/plaid-3\/","alt":"","author":"278","description":"","caption":"","name":"plaid-3","status":"inherit","uploaded_to":27978,"date":"2025-06-25 19:01:55","modified":"2025-06-25 19:01:55","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.pingcap.com\/lib\/images\/media\/default.png","width":225,"height":225,"sizes":{"thumbnail":"https:\/\/static.pingcap.com\/files\/2025\/06\/25120155\/Plaid-150x150.jpeg","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/static.pingcap.com\/files\/2025\/06\/25120155\/Plaid.jpeg","medium-width":225,"medium-height":225,"medium_large":"https:\/\/static.pingcap.com\/files\/2025\/06\/25120155\/Plaid.jpeg","medium_large-width":225,"medium_large-height":225,"large":"https:\/\/static.pingcap.com\/files\/2025\/06\/25120155\/Plaid.jpeg","large-width":225,"large-height":225,"1536x1536":"https:\/\/static.pingcap.com\/files\/2025\/06\/25120155\/Plaid.jpeg","1536x1536-width":225,"1536x1536-height":225,"2048x2048":"https:\/\/static.pingcap.com\/files\/2025\/06\/25120155\/Plaid.jpeg","2048x2048-width":225,"2048x2048-height":225,"trp-custom-language-flag":"https:\/\/static.pingcap.com\/files\/2025\/06\/25120155\/Plaid.jpeg","trp-custom-language-flag-width":12,"trp-custom-language-flag-height":12,"post-thumbnail":"https:\/\/static.pingcap.com\/files\/2025\/06\/25120155\/Plaid.jpeg","post-thumbnail-width":225,"post-thumbnail-height":225}},"icon_font":"","title":"Plaid","content":"Accelerating Distributed SQL Adoption: How Plaid Migrated 41 Services from Amazon Aurora in One Year","link_type":"url","link_text":"Learn More","link_page":null,"link_url":"https:\/\/www.pingcap.com\/blog\/accelerating-distributed-sql-adoption-plaid-amazon-aurora-migration\/"},{"has_border":false,"icon_type":"image","icon_image":{"ID":27983,"id":27983,"title":"pinterest_logo","filename":"pinterest_logo.jpeg","filesize":10008,"url":"https:\/\/static.pingcap.com\/files\/2025\/06\/25122355\/pinterest_logo.jpeg","link":"https:\/\/www.pingcap.com\/ko\/on-demand-why-distributed-sqls-moment-is-now\/pinterest_logo\/","alt":"","author":"278","description":"","caption":"","name":"pinterest_logo","status":"inherit","uploaded_to":27978,"date":"2025-06-25 19:23:55","modified":"2025-06-25 19:23:55","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.pingcap.com\/lib\/images\/media\/default.png","width":200,"height":200,"sizes":{"thumbnail":"https:\/\/static.pingcap.com\/files\/2025\/06\/25122355\/pinterest_logo-150x150.jpeg","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/static.pingcap.com\/files\/2025\/06\/25122355\/pinterest_logo.jpeg","medium-width":200,"medium-height":200,"medium_large":"https:\/\/static.pingcap.com\/files\/2025\/06\/25122355\/pinterest_logo.jpeg","medium_large-width":200,"medium_large-height":200,"large":"https:\/\/static.pingcap.com\/files\/2025\/06\/25122355\/pinterest_logo.jpeg","large-width":200,"large-height":200,"1536x1536":"https:\/\/static.pingcap.com\/files\/2025\/06\/25122355\/pinterest_logo.jpeg","1536x1536-width":200,"1536x1536-height":200,"2048x2048":"https:\/\/static.pingcap.com\/files\/2025\/06\/25122355\/pinterest_logo.jpeg","2048x2048-width":200,"2048x2048-height":200,"trp-custom-language-flag":"https:\/\/static.pingcap.com\/files\/2025\/06\/25122355\/pinterest_logo.jpeg","trp-custom-language-flag-width":12,"trp-custom-language-flag-height":12,"post-thumbnail":"https:\/\/static.pingcap.com\/files\/2025\/06\/25122355\/pinterest_logo.jpeg","post-thumbnail-width":200,"post-thumbnail-height":200}},"icon_font":"","title":"Pinterest","content":"Why Pinterest Modernized Its Graph Service with Distributed SQL","link_type":"url","link_text":"Learn More","link_page":null,"link_url":"https:\/\/www.pingcap.com\/blog\/why-pinterest-modernized-graph-service-distributed-sql\/"},{"has_border":false,"icon_type":"image","icon_image":{"ID":16026,"id":16026,"title":"Bolt-logo (1)","filename":"Bolt-logo-1.png","filesize":4544,"url":"https:\/\/static.pingcap.com\/files\/2024\/03\/18053504\/Bolt-logo-1.png","link":"https:\/\/www.pingcap.com\/ko\/on-demand-disaster-recovery-in-distributed-databases\/bolt-logo-1\/","alt":"","author":"178","description":"","caption":"","name":"bolt-logo-1","status":"inherit","uploaded_to":15979,"date":"2024-03-18 12:34:40","modified":"2024-03-18 12:34:40","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.pingcap.com\/lib\/images\/media\/default.png","width":300,"height":300,"sizes":{"thumbnail":"https:\/\/static.pingcap.com\/files\/2024\/03\/18053504\/Bolt-logo-1-150x150.png","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/static.pingcap.com\/files\/2024\/03\/18053504\/Bolt-logo-1.png","medium-width":300,"medium-height":300,"medium_large":"https:\/\/static.pingcap.com\/files\/2024\/03\/18053504\/Bolt-logo-1.png","medium_large-width":300,"medium_large-height":300,"large":"https:\/\/static.pingcap.com\/files\/2024\/03\/18053504\/Bolt-logo-1.png","large-width":300,"large-height":300,"1536x1536":"https:\/\/static.pingcap.com\/files\/2024\/03\/18053504\/Bolt-logo-1.png","1536x1536-width":300,"1536x1536-height":300,"2048x2048":"https:\/\/static.pingcap.com\/files\/2024\/03\/18053504\/Bolt-logo-1.png","2048x2048-width":300,"2048x2048-height":300,"trp-custom-language-flag":"https:\/\/static.pingcap.com\/files\/2024\/03\/18053504\/Bolt-logo-1.png","trp-custom-language-flag-width":12,"trp-custom-language-flag-height":12,"post-thumbnail":"https:\/\/static.pingcap.com\/files\/2024\/03\/18053504\/Bolt-logo-1.png","post-thumbnail-width":300,"post-thumbnail-height":300}},"icon_font":"","title":"Bolt","content":"Bolt Modernizes MySQL with TiDB to Scale 1000s of Microservices on AWS","link_type":"url","link_text":"Learn More","link_page":null,"link_url":"https:\/\/www.pingcap.com\/case-study\/bolt-modernizing-mysql-tidb-scale-thousands-microservices-aws\/"}],"workload_cards":false,"champion_cards":false,"tier_cards":false,"view_more_button":{"title_link_type":"none","title_link_page":null,"title_link_url":""},"block_background":"block-bg-none","block_background_video_type":"url","block_background_video_url":"","block_background_video_file":false,"block_background_image":false,"block_background_overlay":false,"unique_id":"","block_option_custom_class":"","block_option_padding":[],"block_option_hide":[],"block_add_top_arc":false,"block_increase_bottom_padding":false}],"_links":{"self":[{"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/pages\/33949","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/users\/332"}],"replies":[{"embeddable":true,"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/comments?post=33949"}],"version-history":[{"count":2,"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/pages\/33949\/revisions"}],"predecessor-version":[{"id":34574,"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/pages\/33949\/revisions\/34574"}],"wp:attachment":[{"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/media?parent=33949"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}