{"id":15766,"date":"2026-01-27T08:38:04","date_gmt":"2026-01-27T07:38:04","guid":{"rendered":"https:\/\/www.tecracer.com\/?p=15766"},"modified":"2026-01-27T08:37:36","modified_gmt":"2026-01-27T07:37:36","slug":"building-advanced-agentic-systems-on-aws","status":"publish","type":"post","link":"https:\/\/www.tecracer.com\/en\/training-en\/building-advanced-agentic-systems-on-aws\/","title":{"rendered":"Building Advanced Agentic Systems on AWS"},"content":{"rendered":"<hr>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2023\/04\/banner_all_badges_for_light.png\" alt=\"\"><br \/>\n<img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/01\/2P6A2816.png\" alt=\"\"><\/p>\n<div>\n<h1 data-id=\"page#0-0-0-0\" data-element=\"\" uk-scrollspy-class=\"\" class=\"uk-scrollspy-inview\">Building Advanced Agentic Systems on AWS<\/h1>\n<p><span>Please find our upcoming course dates at the end of this page!<\/span><\/p>\n<h2>Course description<\/h2>\n<p>In this course, you\u2019ll learn about implementing production-ready multi-agent systems using Amazon Bedrock AgentCore, covering mulit-agent patterns, context optimization techniques, security configurations, and monitoring frameworks. You will examine the skills needed to move beyond proof-of-concept to scalable, secure, and observable agentic AI implementations. The course prepares you to design and deploy advanced agentic systems ready for real-world production environment.<\/p>\n<p><img decoding=\"async\" class=\"size-full wp-image-1424 alignright\" src=\"http:\/\/www.tecracer.com\/wp-content\/uploads\/2022\/03\/AWS-Business-Essentials-150x150-1.png\" alt=\"\" width=\"150\" height=\"150\" \/><\/p>\n<h2>COURSE OBJECTIVES<\/h2>\n<p><strong>In this course, you will learn to:<\/strong><\/p>\n<ul>\n<li>Analyze scenarios that require multi-agent architectures.<\/li>\n<li>Describe primary multi-agent communication patterns and their use cases.<\/li>\n<li>Configure agent-as-tool patterns for production deployments.<\/li>\n<li>Implement memory sharing using available platform capabilities.<\/li>\n<li>Implement context management strategies for production workloads.<\/li>\n<li>Design context compression and optimization mechanisms.<\/li>\n<li>Optimize resource usage and cost management across multi-agent systems.<\/li>\n<li>Configure policy-based access control using AgentCore Policy Engine.<\/li>\n<li>Implement VPC integration for secure agent deployments.<\/li>\n<li>Implement distributed tracing and monitoring across multi-agent systems.<\/li>\n<li>Establish comprehensive agent evaluation frameworks.<\/li>\n<li>Configure integration patterns for enterprise observability systems<\/li>\n<li>Establish comprehensive audit trails and compliance monitoring.<\/li>\n<li>Integrate agentic systems with production APIs and services.<\/li>\n<li>Design deployment strategies for production environments.<\/li>\n<li>Assess production readiness and establish continuous improvement processes.<\/li>\n<\/ul>\n<h2>INTENDED AUDIENCE<\/h2>\n<p><strong>This course is intended for:<\/strong><\/p>\n<ul>\n<li>Software developers seeking intermediate knowledge for building advanced agentic AI systems<\/li>\n<li>Technical professionals exploring AI capabilities and interested in building advanced agentic AI systems.<\/li>\n<li>Development teams building advanced agentic AI solutions.<\/li>\n<\/ul>\n<h2>Prerequisites<\/h2>\n<p><strong>We recommend that attendees of this course have:<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/www.tecracer.com\/en\/training-en\/agentic-ai-foundations\/\">Agentic AI Foundations<\/a><\/li>\n<li><a href=\"https:\/\/www.tecracer.com\/en\/training-en\/building-agentic-ai-with-amazon-bedrock-agentcore\/\">Building Agentic AI with Amazon Bedrock AgentCore<\/a><\/li>\n<\/ul>\n<ul><\/ul>\n<h2>ACTIVITIES<\/h2>\n<p><strong>This course includes:<\/strong><\/p>\n<ul>\n<li>Presentations<\/li>\n<li>Hands-on lab,<\/li>\n<li>Group exercises<\/li>\n<\/ul>\n<h2>COURSE DURATION \/ PRICE<\/h2>\n<ul>\n<li>1 day<\/li>\n<li>\u20ac 750.00 <span>(excl. tax) per person (DE)<\/span><\/li>\n<\/ul>\n<h2>Course outline<\/h2>\n<\/div>\n<div>\n<h3>Day 1<\/h3>\n<div>\n<ul>\n<li><strong>Module 1: Multi-Agent Architecture and Communications Patterns<\/strong>\n<ul>\n<li>Single agent limitations and multi-agent benefits<\/li>\n<li>Instructor Demonstration: Building and Deploying Intelligent Financial Agents with Amazon Bedrock Strands and AgentCore &#8211; Task 1: Building a Personal Budget Assistant with Strands Agents<\/li>\n<li>Multi-agent communication patterns<\/li>\n<li>Memory and state management<\/li>\n<li>Instructor Demonstration: Building and Deploying Intelligent Financial Agents with Amazon Bedrock Strands and AgentCore &#8211; Task 2: Building a Multi-Agent System for Complex Financial Analysis<\/li>\n<\/ul>\n<\/li>\n<li><strong>Module 2: Context Engineering and Performance<\/strong> <strong>Optimization<\/strong>\n<ul>\n<li>Context as finite resource<\/li>\n<li>Context optimization techniques<\/li>\n<li>Tool design for context efficiency<\/li>\n<\/ul>\n<\/li>\n<li><strong>Module 3: Security and Compliance<\/strong> <strong>Implementation<\/strong>\n<ul>\n<li>Production Identity and Access Management<\/li>\n<li>VPC integration and network security<\/li>\n<\/ul>\n<\/li>\n<li><strong>Module 4: Production Monitoring, Observability, and Evaluation<\/strong>\n<ul>\n<li>Monitoring architecture<\/li>\n<li>AgentCore evaluation<\/li>\n<li>Enterprise observability integration<\/li>\n<li>Instructor Demonstration: Building and Deploying Intelligent Financial Agents with Amazon Bedrock Strands and AgentCore &#8211; Task 3: Deploying Production-Ready Agents with Amazon Bedrock AgentCore<\/li>\n<\/ul>\n<\/li>\n<li><strong>Module 5: Well-Architected Agentic AI Systems<\/strong>\n<ul>\n<li>Applying the Well-Architected framework<\/li>\n<li>Well-Architected deployment<\/li>\n<li>Production readiness<\/li>\n<\/ul>\n<\/li>\n<li><strong>Module 6:<\/strong>\n<ul>\n<li>Course Wrap-up<\/li>\n<li>Next steps and additional resources<\/li>\n<li>Course summary<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div>\n<p><strong>IMPORTANT: Please bring your notebook (Windows, Linux or Mac) to our trainings. If this is not possible, please contact us in advance.<\/strong><\/p>\n<p>Course materials are in English, on request also in German (if available).<br \/>The Course language is German, on request also in English.<\/p>\n<\/div>\n<hr>\n<div>\n<h3>Neue Termine in Planung!<\/h3>\n<\/div>\n<p><!--more--><br \/>\n<!-- {\"name\":\"SingleAWSTraining\",\"type\":\"layout\",\"children\":[{\"type\":\"section\",\"props\":{\"animation\":\"fade\",\"animation_delay\":\"100\",\"image_position\":\"center-center\",\"style\":\"default\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"\",\"width\":\"default\"},\"children\":[{\"type\":\"row\",\"props\":{\"layout\":\"2-5,3-5\"},\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"order_first\":\"m\",\"position_sticky_breakpoint\":\"m\",\"vertical_align\":\"middle\",\"width_medium\":\"2-5\"},\"children\":[{\"type\":\"headline\",\"props\":{\"title_element\":\"h1\"},\"source\":{\"query\":{\"name\":\"posts.singlePost\"},\"props\":{\"content\":{\"filters\":{\"search\":\"\"},\"name\":\"title\"}}}},{\"type\":\"divider\",\"props\":{\"divider_element\":\"hr\",\"divider_style\":\"small\"}},{\"type\":\"text\",\"props\":{\"column_breakpoint\":\"m\",\"margin\":\"default\",\"yooessentials_access_conditions\":[],\"yooessentials_access_mode\":\"AND\"},\"source\":{\"query\":{\"name\":\"posts.singlePost\"},\"props\":{\"content\":{\"filters\":{\"search\":\"\"},\"name\":\"field.kursbeschreibung\"}}}},{\"type\":\"image\",\"props\":{\"image\":\"wp-content\\\/uploads\\\/2023\\\/04\\\/banner_all_badges_for_light.png\",\"image_height\":120,\"image_svg_color\":\"emphasis\",\"margin\":\"default\"}}]},{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"order_first\":\"xs\",\"position_sticky_breakpoint\":\"m\",\"width_medium\":\"3-5\"},\"children\":[{\"type\":\"image\",\"props\":{\"animation\":\"none\",\"class\":\"heroimg\",\"container_padding_remove\":false,\"image\":\"wp-content\\\/uploads\\\/2024\\\/01\\\/2P6A2816.png\",\"image_box_decoration\":\"mask\",\"image_height\":\"600\",\"image_svg_animate\":false,\"image_svg_color\":\"\",\"image_svg_inline\":true,\"image_width\":\"600\",\"margin\":\"default\",\"text_align\":\"right\",\"visibility\":\"s\"}}]}]}],\"name\":\"HeroTraining\"},{\"type\":\"section\",\"props\":{\"image_position\":\"center-center\",\"style\":\"muted\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"\",\"width\":\"default\"},\"children\":[{\"type\":\"row\",\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\"},\"children\":[{\"type\":\"text\",\"props\":{\"column_breakpoint\":\"m\",\"content\":\"\n\n<h1 data-id=\\\"page#0-0-0-0\\\" data-element=\\\"\\\" uk-scrollspy-class=\\\"\\\" class=\\\"uk-scrollspy-inview\\\">Building Advanced Agentic Systems on AWS<\\\/h1>\\n\n\n<p><span>Please find our upcoming course dates at the end of this page!<\\\/span><\\\/p>\\n\n\n<h2>Course description<\\\/h2>\\n\n\n<p>In this course, you\\u2019ll learn about implementing production-ready multi-agent systems using Amazon Bedrock AgentCore, covering mulit-agent patterns, context optimization techniques, security configurations, and monitoring frameworks. You will examine the skills needed to move beyond proof-of-concept to scalable, secure, and observable agentic AI implementations. The course prepares you to design and deploy advanced agentic systems ready for real-world production environment.<\\\/p>\\n\n\n<p><img class=\\\"size-full wp-image-1424 alignright\\\" src=\\\"http:\\\/\\\/www.tecracer.com\\\/wp-content\\\/uploads\\\/2022\\\/03\\\/AWS-Business-Essentials-150x150-1.png\\\" alt=\\\"\\\" width=\\\"150\\\" height=\\\"150\\\" \\\/><\\\/p>\\n\n\n<h2>COURSE OBJECTIVES<\\\/h2>\\n\n\n<p><strong>In this course, you will learn to:<\\\/strong><\\\/p>\\n\n\n<ul>\\n\n\n<li>Analyze scenarios that require multi-agent architectures.<\\\/li>\\n\n\n<li>Describe primary multi-agent communication patterns and their use cases.<\\\/li>\\n\n\n<li>Configure agent-as-tool patterns for production deployments.<\\\/li>\\n\n\n<li>Implement memory sharing using available platform capabilities.<\\\/li>\\n\n\n<li>Implement context management strategies for production workloads.<\\\/li>\\n\n\n<li>Design context compression and optimization mechanisms.<\\\/li>\\n\n\n<li>Optimize resource usage and cost management across multi-agent systems.<\\\/li>\\n\n\n<li>Configure policy-based access control using AgentCore Policy Engine.<\\\/li>\\n\n\n<li>Implement VPC integration for secure agent deployments.<\\\/li>\\n\n\n<li>Implement distributed tracing and monitoring across multi-agent systems.<\\\/li>\\n\n\n<li>Establish comprehensive agent evaluation frameworks.<\\\/li>\\n\n\n<li>Configure integration patterns for enterprise observability systems<\\\/li>\\n\n\n<li>Establish comprehensive audit trails and compliance monitoring.<\\\/li>\\n\n\n<li>Integrate agentic systems with production APIs and services.<\\\/li>\\n\n\n<li>Design deployment strategies for production environments.<\\\/li>\\n\n\n<li>Assess production readiness and establish continuous improvement processes.<\\\/li>\\n<\\\/ul>\\n\n\n<h2>INTENDED AUDIENCE<\\\/h2>\\n\n\n<p><strong>This course is intended for:<\\\/strong><\\\/p>\\n\n\n<ul>\\n\n\n<li>Software developers seeking intermediate knowledge for building advanced agentic AI systems<\\\/li>\\n\n\n<li>Technical professionals exploring AI capabilities and interested in building advanced agentic AI systems.<\\\/li>\\n\n\n<li>Development teams building advanced agentic AI solutions.<\\\/li>\\n<\\\/ul>\\n\n\n<h2>Prerequisites<\\\/h2>\\n\n\n<p><strong>We recommend that attendees of this course have:<\\\/strong><\\\/p>\\n\n\n<ul>\\n\n\n<li><a href=\\\"https:\\\/\\\/www.tecracer.com\\\/en\\\/training-en\\\/agentic-ai-foundations\\\/\\\">Agentic AI Foundations<\\\/a><\\\/li>\\n\n\n<li><a href=\\\"https:\\\/\\\/www.tecracer.com\\\/en\\\/training-en\\\/building-agentic-ai-with-amazon-bedrock-agentcore\\\/\\\">Building Agentic AI with Amazon Bedrock AgentCore<\\\/a><\\\/li>\\n<\\\/ul>\\n\n\n<ul><\\\/ul>\\n\n\n<h2>ACTIVITIES<\\\/h2>\\n\n\n<p><strong>This course includes:<\\\/strong><\\\/p>\\n\n\n<ul>\\n\n\n<li>Presentations<\\\/li>\\n\n\n<li>Hands-on lab,<\\\/li>\\n\n\n<li>Group exercises<\\\/li>\\n<\\\/ul>\\n\n\n<h2>COURSE DURATION \\\/ PRICE<\\\/h2>\\n\n\n<ul>\\n\n\n<li>1 day<\\\/li>\\n\n\n<li>\\u20ac 750.00 <span>(excl. tax) per person (DE)<\\\/span><\\\/li>\\n<\\\/ul>\\n\n\n<h2>Course outline<\\\/h2>\",\"margin\":\"default\"}},{\"type\":\"accordion\",\"props\":{\"collapsible\":true,\"content_column_breakpoint\":\"m\",\"image_align\":\"top\",\"image_grid_breakpoint\":\"m\",\"image_grid_width\":\"1-2\",\"image_svg_color\":\"emphasis\",\"link_style\":\"default\",\"link_text\":\"Read more\",\"show_image\":true,\"show_link\":true},\"children\":[{\"type\":\"accordion_item\",\"props\":{\"content\":\"\n\n<ul>\\n\n\n<li><strong>Module 1: Multi-Agent Architecture and Communications Patterns<\\\/strong>\\n\n\n<ul>\\n\n\n<li>Single agent limitations and multi-agent benefits<\\\/li>\\n\n\n<li>Instructor Demonstration: Building and Deploying Intelligent Financial Agents with Amazon Bedrock Strands and AgentCore - 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Course description In this course, you\u2019ll learn about implementing production-ready multi-agent systems using Amazon Bedrock AgentCore, covering mulit-agent patterns, context optimization techniques, security configurations, and monitoring frameworks. You will examine the skills needed to move beyond proof-of-concept [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":3097,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[130,129],"tags":[206],"class_list":["post-15766","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aws-training-en","category-training-en","tag-machine-learning-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Building Advanced Agentic Systems on AWS - tecRacer<\/title>\n<meta name=\"description\" content=\"Building Advanced Agentic Systems on AWS Training from the AWS Advanced Tier Training Partner. \u2705 Learn more and book your training today!\" \/>\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.tecracer.com\/en\/training-en\/building-advanced-agentic-systems-on-aws\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Building Advanced Agentic Systems on AWS\" \/>\n<meta property=\"og:description\" content=\"Building Advanced Agentic Systems on AWS Training from the AWS Advanced Tier Training Partner. \u2705 Learn more and book your training today!\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.tecracer.com\/en\/training-en\/building-advanced-agentic-systems-on-aws\/\" \/>\n<meta property=\"og:site_name\" content=\"tecRacer\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/tecRacer\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-01-27T07:38:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.tecracer.com\/wp-content\/uploads\/2022\/03\/AWS-Business-Essentials-150x150-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"150\" \/>\n\t<meta property=\"og:image:height\" content=\"150\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Gemma Corrado\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@tecRacer\" \/>\n<meta name=\"twitter:site\" content=\"@tecRacer\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Gemma Corrado\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.tecracer.com\\\/en\\\/training-en\\\/building-advanced-agentic-systems-on-aws\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.tecracer.com\\\/en\\\/training-en\\\/building-advanced-agentic-systems-on-aws\\\/\"},\"author\":{\"name\":\"Gemma Corrado\",\"@id\":\"https:\\\/\\\/www.tecracer.com\\\/en\\\/#\\\/schema\\\/person\\\/70fd9edb47731f96225be586e039c8d6\"},\"headline\":\"Building Advanced Agentic Systems on AWS\",\"datePublished\":\"2026-01-27T07:38:04+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.tecracer.com\\\/en\\\/training-en\\\/building-advanced-agentic-systems-on-aws\\\/\"},\"wordCount\":494,\"publisher\":{\"@id\":\"https:\\\/\\\/www.tecracer.com\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.tecracer.com\\\/en\\\/training-en\\\/building-advanced-agentic-systems-on-aws\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.tecracer.com\\\/wp-content\\\/uploads\\\/2022\\\/03\\\/AWS-Business-Essentials-150x150-1.png\",\"keywords\":[\"Machine Learning\"],\"articleSection\":[\"AWS Training\",\"Training\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.tecracer.com\\\/en\\\/training-en\\\/building-advanced-agentic-systems-on-aws\\\/\",\"url\":\"https:\\\/\\\/www.tecracer.com\\\/en\\\/training-en\\\/building-advanced-agentic-systems-on-aws\\\/\",\"name\":\"Building Advanced Agentic Systems on AWS - 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