{"id":33914,"date":"2026-06-23T09:51:30","date_gmt":"2026-06-23T16:51:30","guid":{"rendered":"https:\/\/www.pingcap.com\/htap-summit\/session-replays\/\/"},"modified":"2026-06-24T09:58:39","modified_gmt":"2026-06-24T16:58:39","slug":"zero-to-agentic-orchestra-with-google-adk","status":"publish","type":"session-replay","link":"https:\/\/www.pingcap.com\/ko\/tidb-scaile-summit\/session-replays\/zero-to-agentic-orchestra-with-google-adk\/","title":{"rendered":"Zero to Agentic Orchestra with Google ADK"},"content":{"rendered":"<h2 class=\"wp-block-heading\">Description<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Most AI agents are a single LLM wrapped in a system prompt. They work in demos, then collapse in production. The fix is specialized agents that coordinate \u2014 each armed with MCP tools to act on the real world.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In this live-coding session, you&#8217;ll see a multi-agent system built with Google&#8217;s ADK and MCP servers in Python, covering three orchestration patterns: sequential, parallel, and iterative. ADK gives you control flow. MCP gives each agent its capabilities. You&#8217;ll leave with working code and patterns ready for production.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Speaker<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1254\" height=\"1254\" src=\"https:\/\/static.pingcap.com\/files\/2026\/06\/23095127\/Muhammad-Ahsan-Ayaz-1.png\" alt=\"\" class=\"wp-image-33918\" style=\"width:180px;height:auto\" srcset=\"https:\/\/static.pingcap.com\/files\/2026\/06\/23095127\/Muhammad-Ahsan-Ayaz-1.png 1254w, https:\/\/static.pingcap.com\/files\/2026\/06\/23095127\/Muhammad-Ahsan-Ayaz-1-300x300.png 300w, https:\/\/static.pingcap.com\/files\/2026\/06\/23095127\/Muhammad-Ahsan-Ayaz-1-1024x1024.png 1024w, https:\/\/static.pingcap.com\/files\/2026\/06\/23095127\/Muhammad-Ahsan-Ayaz-1-150x150.png 150w, https:\/\/static.pingcap.com\/files\/2026\/06\/23095127\/Muhammad-Ahsan-Ayaz-1-768x768.png 768w, https:\/\/static.pingcap.com\/files\/2026\/06\/23095127\/Muhammad-Ahsan-Ayaz-1-12x12.png 12w\" sizes=\"auto, (max-width: 1254px) 100vw, 1254px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:75%\">\n<p class=\"has-medium-font-size wp-block-paragraph\"><strong>Muhammad Ahsan Ayaz<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Software Architect, Scania<\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"template":"","class_list":["post-33914","session-replay","type-session-replay","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Zero to Agentic Orchestra with Google ADK | TiDB<\/title>\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\/tidb-scaile-summit\/session-replays\/zero-to-agentic-orchestra-with-google-adk\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Zero to Agentic Orchestra with Google ADK | TiDB\" \/>\n<meta property=\"og:description\" content=\"Description Most AI agents are a single LLM wrapped in a system prompt. They work in demos, then collapse in production. The fix is specialized agents that coordinate \u2014 each armed with MCP tools to act on the real world. In this live-coding session, you&#8217;ll see a multi-agent system built with Google&#8217;s ADK and MCP [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.pingcap.com\/ko\/tidb-scaile-summit\/session-replays\/zero-to-agentic-orchestra-with-google-adk\/\" \/>\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=\"2026-06-24T16:58:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/static.pingcap.com\/files\/2026\/06\/23095127\/Muhammad-Ahsan-Ayaz-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1254\" \/>\n\t<meta property=\"og:image:height\" content=\"1254\" \/>\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\\\/tidb-scaile-summit\\\/session-replays\\\/zero-to-agentic-orchestra-with-google-adk\\\/\",\"url\":\"https:\\\/\\\/www.pingcap.com\\\/tidb-scaile-summit\\\/session-replays\\\/zero-to-agentic-orchestra-with-google-adk\\\/\",\"name\":\"Zero to Agentic Orchestra with Google ADK | TiDB\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.pingcap.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.pingcap.com\\\/tidb-scaile-summit\\\/session-replays\\\/zero-to-agentic-orchestra-with-google-adk\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.pingcap.com\\\/tidb-scaile-summit\\\/session-replays\\\/zero-to-agentic-orchestra-with-google-adk\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/static.pingcap.com\\\/files\\\/2026\\\/06\\\/23095127\\\/Muhammad-Ahsan-Ayaz-1.png\",\"datePublished\":\"2026-06-23T16:51:30+00:00\",\"dateModified\":\"2026-06-24T16:58:39+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.pingcap.com\\\/tidb-scaile-summit\\\/session-replays\\\/zero-to-agentic-orchestra-with-google-adk\\\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.pingcap.com\\\/tidb-scaile-summit\\\/session-replays\\\/zero-to-agentic-orchestra-with-google-adk\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\\\/\\\/www.pingcap.com\\\/tidb-scaile-summit\\\/session-replays\\\/zero-to-agentic-orchestra-with-google-adk\\\/#primaryimage\",\"url\":\"https:\\\/\\\/static.pingcap.com\\\/files\\\/2026\\\/06\\\/23095127\\\/Muhammad-Ahsan-Ayaz-1.png\",\"contentUrl\":\"https:\\\/\\\/static.pingcap.com\\\/files\\\/2026\\\/06\\\/23095127\\\/Muhammad-Ahsan-Ayaz-1.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.pingcap.com\\\/tidb-scaile-summit\\\/session-replays\\\/zero-to-agentic-orchestra-with-google-adk\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.pingcap.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Zero to Agentic Orchestra with Google ADK\"}]},{\"@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":"Zero to Agentic Orchestra with Google ADK | TiDB","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\/tidb-scaile-summit\/session-replays\/zero-to-agentic-orchestra-with-google-adk\/","og_locale":"ko_KR","og_type":"article","og_title":"Zero to Agentic Orchestra with Google ADK | TiDB","og_description":"Description Most AI agents are a single LLM wrapped in a system prompt. They work in demos, then collapse in production. The fix is specialized agents that coordinate \u2014 each armed with MCP tools to act on the real world. In this live-coding session, you&#8217;ll see a multi-agent system built with Google&#8217;s ADK and MCP [&hellip;]","og_url":"https:\/\/www.pingcap.com\/ko\/tidb-scaile-summit\/session-replays\/zero-to-agentic-orchestra-with-google-adk\/","og_site_name":"TiDB","article_publisher":"https:\/\/facebook.com\/pingcap2015","article_modified_time":"2026-06-24T16:58:39+00:00","og_image":[{"width":1254,"height":1254,"url":"https:\/\/static.pingcap.com\/files\/2026\/06\/23095127\/Muhammad-Ahsan-Ayaz-1.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\/tidb-scaile-summit\/session-replays\/zero-to-agentic-orchestra-with-google-adk\/","url":"https:\/\/www.pingcap.com\/tidb-scaile-summit\/session-replays\/zero-to-agentic-orchestra-with-google-adk\/","name":"Zero to Agentic Orchestra with Google ADK | TiDB","isPartOf":{"@id":"https:\/\/www.pingcap.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.pingcap.com\/tidb-scaile-summit\/session-replays\/zero-to-agentic-orchestra-with-google-adk\/#primaryimage"},"image":{"@id":"https:\/\/www.pingcap.com\/tidb-scaile-summit\/session-replays\/zero-to-agentic-orchestra-with-google-adk\/#primaryimage"},"thumbnailUrl":"https:\/\/static.pingcap.com\/files\/2026\/06\/23095127\/Muhammad-Ahsan-Ayaz-1.png","datePublished":"2026-06-23T16:51:30+00:00","dateModified":"2026-06-24T16:58:39+00:00","breadcrumb":{"@id":"https:\/\/www.pingcap.com\/tidb-scaile-summit\/session-replays\/zero-to-agentic-orchestra-with-google-adk\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.pingcap.com\/tidb-scaile-summit\/session-replays\/zero-to-agentic-orchestra-with-google-adk\/"]}]},{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/www.pingcap.com\/tidb-scaile-summit\/session-replays\/zero-to-agentic-orchestra-with-google-adk\/#primaryimage","url":"https:\/\/static.pingcap.com\/files\/2026\/06\/23095127\/Muhammad-Ahsan-Ayaz-1.png","contentUrl":"https:\/\/static.pingcap.com\/files\/2026\/06\/23095127\/Muhammad-Ahsan-Ayaz-1.png"},{"@type":"BreadcrumbList","@id":"https:\/\/www.pingcap.com\/tidb-scaile-summit\/session-replays\/zero-to-agentic-orchestra-with-google-adk\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.pingcap.com\/"},{"@type":"ListItem","position":2,"name":"Zero to Agentic Orchestra with Google ADK"}]},{"@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"]}]}},"_links":{"self":[{"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/session-replay\/33914","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/session-replay"}],"about":[{"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/types\/session-replay"}],"wp:attachment":[{"href":"https:\/\/www.pingcap.com\/ko\/wp-json\/wp\/v2\/media?parent=33914"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}