{"id":2186,"date":"2025-08-04T07:32:04","date_gmt":"2025-08-04T07:32:04","guid":{"rendered":"https:\/\/yodaplus.com\/blog\/?p=2186"},"modified":"2025-08-04T07:32:04","modified_gmt":"2025-08-04T07:32:04","slug":"guide-to-building-self-improving-autonomous-agents","status":"publish","type":"post","link":"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/","title":{"rendered":"Guide to Building Self-Improving Autonomous Agents"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">In the world of <\/span><a href=\"https:\/\/bit.ly\/4iCygh5\"><span style=\"font-weight: 400;\">Artificial Intelligence<\/span><\/a><span style=\"font-weight: 400;\">, there is growing interest in systems that do more than follow rules. Businesses and developers are now working on self-improving AI agents that can learn continuously and improve their performance over time. These systems are becoming the foundation of smarter, more flexible automation.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This idea is closely tied to <\/span><a href=\"https:\/\/bit.ly\/4cm5MWk\"><span style=\"font-weight: 400;\">Agentic AI<\/span><\/a><span style=\"font-weight: 400;\">, a new class of systems that can make decisions, adapt to change, and improve without being reprogrammed. These agents are not just tools. They are active parts of the system, observing, learning, and acting in real time. They are built on models like LLMs (Large Language Models) and are often supported by machine learning, NLP, and data mining techniques.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><b>What Is Continual Learning?<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Continual learning means that an AI agent can keep learning after it is deployed. Unlike traditional systems that are trained once and stay static, these agents improve over time by learning from new data, outcomes, and feedback.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In autonomous systems or workflow agents, continual learning helps the AI stay useful in changing environments. These agents can refine their actions and strategies as they experience new situations.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This is an important part of the agentic framework that supports autonomous agents, intelligent agents, and multi-agent systems.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><b>Why It Matters in Agentic AI<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Agentic AI is a step beyond static AI models. It includes agents that can operate with a goal, manage memory, and communicate with other systems or agents. With continual learning, these agents can evolve.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Here\u2019s how continual learning helps:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adaptability: Agents can react better to new inputs, new formats, or changing data sources.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Efficiency: They improve over time and reduce errors.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Scalability: Self-improving agents need less manual retraining and can scale across use cases.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">AI agents that use continual learning can support complex AI workflows and decision-making in industries such as logistics, finance, customer support, and research.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><b>How Continual Learning Works in Practice<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">In an agentic system, continual learning is not just about updating a model. It includes various functions like memory, context management, and feedback processing. One of the latest tools that support this is the <\/span><a href=\"https:\/\/bit.ly\/3E6BCtA\"><span style=\"font-weight: 400;\">MCP (Model Context Protocol)<\/span><\/a><span style=\"font-weight: 400;\">. MCP allows agents to remember past actions, role changes, and goals across sessions.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Here\u2019s a simple structure:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Experience Collection: The agent gathers information from its interactions.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Feedback Loop: Outcomes are measured and linked to agent actions.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Update Step: The learning algorithm uses the feedback to adjust the agent\u2019s behavior.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Role Re-alignment: In systems like Crew AI, agents can change tasks based on new insights.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">With this design, autonomous AI agents can learn while operating. They do not need to stop or be reset.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><b>Real Use Cases of Self-Improving AI Agents<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Self-improving agents have already found space in real-world AI applications:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Customer Support: Virtual agents improve their responses based on customer tone and history using NLP and generative AI.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Finance: Agents monitor transactions and adapt fraud detection rules using data mining.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Retail: Personalized recommendation engines adjust based on customer behavior using machine learning.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Enterprise Workflows: Agents handle repetitive tasks like approvals or summaries and improve based on user edits.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">As more industries adopt AI technology, the demand for agents that can learn and evolve continues to grow.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><b>Challenges in Building Continual Learning Agents<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Even though the concept is powerful, building a self-improving agent comes with challenges:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Avoiding Forgetting<\/b><span style=\"font-weight: 400;\">: New learning should not erase past knowledge.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Managing Noise<\/b><span style=\"font-weight: 400;\">: Not all feedback is useful. Systems must know what to learn.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Monitoring Bias<\/b><span style=\"font-weight: 400;\">: Continuous learning may also amplify bias if not managed well.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Context Limits<\/b><span style=\"font-weight: 400;\">: Even advanced models like <\/span><b>LLMs<\/b><span style=\"font-weight: 400;\"> have limits on how much context they can hold.<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The solution lies in smart design\u2014mixing <\/span><b>AI workflows<\/b><span style=\"font-weight: 400;\">, <\/span><b>MCP memory<\/b><span style=\"font-weight: 400;\">, and agent roles with safety checks and evaluation metrics.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><b>How Yodaplus AI Solutions Help<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">At <\/span><a href=\"https:\/\/bit.ly\/3XdzxCr\"><span style=\"font-weight: 400;\">Yodaplus<\/span><\/a><span style=\"font-weight: 400;\">, we work on Artificial Intelligence solutions designed for real-world adaptability. Our AI services support the development of agentic systems, autonomous agents, and workflow agents that can operate with memory, context, and feedback.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Our solutions help businesses integrate multi-agent systems, use Crew AI structures, and apply <\/span><a href=\"https:\/\/bit.ly\/3Gob8Vy\"><span style=\"font-weight: 400;\">LLMs<\/span><\/a><span style=\"font-weight: 400;\"> for smarter decisions. We build tools that make self-improving agents not just possible, but practical.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Whether you are just starting to explore what is AI or looking for full-scale artificial intelligence services, Yodaplus offers a guided path to build, deploy, and grow with intelligent agents.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In the world of Artificial Intelligence, there is growing interest in systems that do more than follow rules. Businesses and developers are now working on self-improving AI agents that can learn continuously and improve their performance over time. These systems are becoming the foundation of smarter, more flexible automation. This idea is closely tied to [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2187,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86,49],"tags":[],"class_list":["post-2186","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-agentic-ai","category-artificial-intelligence"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Guide to Building Self-Improving Autonomous Agents | Yodaplus Technologies<\/title>\n<meta name=\"description\" content=\"Explore how self-improving AI agents enable continual learning and how Yodaplus helps you build smarter agentic systems.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Guide to Building Self-Improving Autonomous Agents | Yodaplus Technologies\" \/>\n<meta property=\"og:description\" content=\"Explore how self-improving AI agents enable continual learning and how Yodaplus helps you build smarter agentic systems.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/\" \/>\n<meta property=\"og:site_name\" content=\"Yodaplus Technologies\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/m.facebook.com\/yodaplustech\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-08-04T07:32:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/08\/Building-Self-Improving-AI-Agents-A-Guide-to-Continual-Learning-in-Agentic-Systems.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1081\" \/>\n\t<meta property=\"og:image:height\" content=\"722\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Yodaplus\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@yodaplustech\" \/>\n<meta name=\"twitter:site\" content=\"@yodaplustech\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Yodaplus\" \/>\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\",\"BlogPosting\"],\"@id\":\"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/\"},\"author\":{\"name\":\"Yodaplus\",\"@id\":\"https:\/\/yodaplus.com\/blog\/#\/schema\/person\/b9d05d8179b088323926de247987842a\"},\"headline\":\"Guide to Building Self-Improving Autonomous Agents\",\"datePublished\":\"2025-08-04T07:32:04+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/\"},\"wordCount\":729,\"publisher\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/08\/Building-Self-Improving-AI-Agents-A-Guide-to-Continual-Learning-in-Agentic-Systems.png\",\"articleSection\":[\"Agentic AI\",\"Artificial Intelligence\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/\",\"url\":\"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/\",\"name\":\"Guide to Building Self-Improving Autonomous Agents | Yodaplus Technologies\",\"isPartOf\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/08\/Building-Self-Improving-AI-Agents-A-Guide-to-Continual-Learning-in-Agentic-Systems.png\",\"datePublished\":\"2025-08-04T07:32:04+00:00\",\"description\":\"Explore how self-improving AI agents enable continual learning and how Yodaplus helps you build smarter agentic systems.\",\"breadcrumb\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/#primaryimage\",\"url\":\"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/08\/Building-Self-Improving-AI-Agents-A-Guide-to-Continual-Learning-in-Agentic-Systems.png\",\"contentUrl\":\"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/08\/Building-Self-Improving-AI-Agents-A-Guide-to-Continual-Learning-in-Agentic-Systems.png\",\"width\":1081,\"height\":722,\"caption\":\"Building Self-Improving AI Agents A Guide to Continual Learning in Agentic Systems\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/yodaplus.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Guide to Building Self-Improving Autonomous Agents\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/yodaplus.com\/blog\/#website\",\"url\":\"https:\/\/yodaplus.com\/blog\/\",\"name\":\"Yodaplus Technologies\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/yodaplus.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/yodaplus.com\/blog\/#organization\",\"name\":\"Yodaplus Technologies Private Limited\",\"url\":\"https:\/\/yodaplus.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/yodaplus.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/02\/yodaplus_logo_1.png\",\"contentUrl\":\"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/02\/yodaplus_logo_1.png\",\"width\":500,\"height\":500,\"caption\":\"Yodaplus Technologies Private Limited\"},\"image\":{\"@id\":\"https:\/\/yodaplus.com\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/m.facebook.com\/yodaplustech\/\",\"https:\/\/x.com\/yodaplustech\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/yodaplus.com\/blog\/#\/schema\/person\/b9d05d8179b088323926de247987842a\",\"name\":\"Yodaplus\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/yodaplus.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/c1309be20047952d3cb894935d9b0c69?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/c1309be20047952d3cb894935d9b0c69?s=96&d=mm&r=g\",\"caption\":\"Yodaplus\"},\"sameAs\":[\"https:\/\/yodaplus.com\/blog\"],\"url\":\"https:\/\/yodaplus.com\/blog\/author\/admin_yoda\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Guide to Building Self-Improving Autonomous Agents | Yodaplus Technologies","description":"Explore how self-improving AI agents enable continual learning and how Yodaplus helps you build smarter agentic systems.","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:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/","og_locale":"en_US","og_type":"article","og_title":"Guide to Building Self-Improving Autonomous Agents | Yodaplus Technologies","og_description":"Explore how self-improving AI agents enable continual learning and how Yodaplus helps you build smarter agentic systems.","og_url":"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/","og_site_name":"Yodaplus Technologies","article_publisher":"https:\/\/m.facebook.com\/yodaplustech\/","article_published_time":"2025-08-04T07:32:04+00:00","og_image":[{"width":1081,"height":722,"url":"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/08\/Building-Self-Improving-AI-Agents-A-Guide-to-Continual-Learning-in-Agentic-Systems.png","type":"image\/png"}],"author":"Yodaplus","twitter_card":"summary_large_image","twitter_creator":"@yodaplustech","twitter_site":"@yodaplustech","twitter_misc":{"Written by":"Yodaplus","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":["Article","BlogPosting"],"@id":"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/#article","isPartOf":{"@id":"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/"},"author":{"name":"Yodaplus","@id":"https:\/\/yodaplus.com\/blog\/#\/schema\/person\/b9d05d8179b088323926de247987842a"},"headline":"Guide to Building Self-Improving Autonomous Agents","datePublished":"2025-08-04T07:32:04+00:00","mainEntityOfPage":{"@id":"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/"},"wordCount":729,"publisher":{"@id":"https:\/\/yodaplus.com\/blog\/#organization"},"image":{"@id":"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/#primaryimage"},"thumbnailUrl":"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/08\/Building-Self-Improving-AI-Agents-A-Guide-to-Continual-Learning-in-Agentic-Systems.png","articleSection":["Agentic AI","Artificial Intelligence"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/","url":"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/","name":"Guide to Building Self-Improving Autonomous Agents | Yodaplus Technologies","isPartOf":{"@id":"https:\/\/yodaplus.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/#primaryimage"},"image":{"@id":"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/#primaryimage"},"thumbnailUrl":"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/08\/Building-Self-Improving-AI-Agents-A-Guide-to-Continual-Learning-in-Agentic-Systems.png","datePublished":"2025-08-04T07:32:04+00:00","description":"Explore how self-improving AI agents enable continual learning and how Yodaplus helps you build smarter agentic systems.","breadcrumb":{"@id":"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/#primaryimage","url":"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/08\/Building-Self-Improving-AI-Agents-A-Guide-to-Continual-Learning-in-Agentic-Systems.png","contentUrl":"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/08\/Building-Self-Improving-AI-Agents-A-Guide-to-Continual-Learning-in-Agentic-Systems.png","width":1081,"height":722,"caption":"Building Self-Improving AI Agents A Guide to Continual Learning in Agentic Systems"},{"@type":"BreadcrumbList","@id":"https:\/\/yodaplus.com\/blog\/guide-to-building-self-improving-autonomous-agents\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/yodaplus.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Guide to Building Self-Improving Autonomous Agents"}]},{"@type":"WebSite","@id":"https:\/\/yodaplus.com\/blog\/#website","url":"https:\/\/yodaplus.com\/blog\/","name":"Yodaplus Technologies","description":"","publisher":{"@id":"https:\/\/yodaplus.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/yodaplus.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/yodaplus.com\/blog\/#organization","name":"Yodaplus Technologies Private Limited","url":"https:\/\/yodaplus.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/yodaplus.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/02\/yodaplus_logo_1.png","contentUrl":"https:\/\/yodaplus.com\/blog\/wp-content\/uploads\/2025\/02\/yodaplus_logo_1.png","width":500,"height":500,"caption":"Yodaplus Technologies Private Limited"},"image":{"@id":"https:\/\/yodaplus.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/m.facebook.com\/yodaplustech\/","https:\/\/x.com\/yodaplustech"]},{"@type":"Person","@id":"https:\/\/yodaplus.com\/blog\/#\/schema\/person\/b9d05d8179b088323926de247987842a","name":"Yodaplus","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/yodaplus.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/c1309be20047952d3cb894935d9b0c69?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/c1309be20047952d3cb894935d9b0c69?s=96&d=mm&r=g","caption":"Yodaplus"},"sameAs":["https:\/\/yodaplus.com\/blog"],"url":"https:\/\/yodaplus.com\/blog\/author\/admin_yoda\/"}]}},"_links":{"self":[{"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/posts\/2186","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/comments?post=2186"}],"version-history":[{"count":1,"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/posts\/2186\/revisions"}],"predecessor-version":[{"id":2188,"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/posts\/2186\/revisions\/2188"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/media\/2187"}],"wp:attachment":[{"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/media?parent=2186"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/categories?post=2186"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/yodaplus.com\/blog\/wp-json\/wp\/v2\/tags?post=2186"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}