{"id":21396,"date":"2025-11-28T19:08:28","date_gmt":"2025-11-28T13:38:28","guid":{"rendered":"https:\/\/www.quytech.com\/blog\/?p=21396"},"modified":"2026-01-13T18:09:28","modified_gmt":"2026-01-13T12:39:28","slug":"agentkit-vs-langchain","status":"publish","type":"post","link":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/","title":{"rendered":"AgentKit vs Langchain: Best AI Agent Frameworks 2026"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Key_Takeaways\" >Key Takeaways:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#What_are_AI_Agent_Frameworks\" >What are AI Agent Frameworks?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Perception\" >Perception<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Autonomy\" >Autonomy<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Decision-Making\" >Decision-Making<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Adaptability\" >Adaptability<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Collaboration\" >Collaboration<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#What_is_AgentKit\" >What is AgentKit?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Benefits_of_AgentKit\" >Benefits of AgentKit<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Rapid_Development\" >Rapid Development<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Enterprise-Grade_Safety_and_Guardrails\" >Enterprise-Grade Safety and Guardrails<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Centralized_Workspace\" >Centralized Workspace<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Scalability\" >Scalability<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Cost_Efficiency\" >Cost Efficiency&nbsp;<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Limitations_of_AgentKit\" >Limitations of AgentKit<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Heavy_Reliance_on_OpenAI_Stack\" >Heavy Reliance on OpenAI Stack<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Limited_Customization\" >Limited Customization<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Beta_Components\" >Beta Components<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Basic_Evaluation_Tools\" >Basic Evaluation Tools<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#What_Is_LangChain\" >What Is LangChain?&nbsp;<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Language_Modules\" >Language Modules<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Prompt_Templates\" >Prompt Templates<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Memory\" >Memory<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Retrieval_Modules\" >Retrieval Modules<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Agents\" >Agents<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Benefits_of_LangChain\" >Benefits of LangChain<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Quick_Development_Process\" >Quick Development Process<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Extensive_Tooling_and_Integration_Support\" >Extensive Tooling and Integration Support<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#High_Customization\" >High Customization<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Cost_Control_and_Transparency\" >Cost Control and Transparency<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Limitations_of_Langchain\" >Limitations of Langchain<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Complex_for_New_Users\" >Complex for New Users<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#High_Setup_Effort\" >High Setup Effort<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Complexity_in_Multi-Agent_Designs\" >Complexity in Multi-Agent Designs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Scalability_Constraints\" >Scalability Constraints<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#AgentKit_vs_Langchain\" >AgentKit vs Langchain<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Which_AI_Agent_Framework_Is_Best_for_Your_Business\" >Which AI Agent Framework Is Best for Your Business?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#AgentKit\" >AgentKit<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Rapid_Deployment_of_AI_Agents\" >Rapid Deployment of AI Agents<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Observability_Governance_and_Monitoring\" >Observability, Governance, and Monitoring<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Limited_Engineering_Resources\" >Limited Engineering Resources<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#LangChain\" >LangChain<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Full_Control_and_Customization_Over_Agent_Behavior\" >Full Control and Customization Over Agent Behavior<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Long-term_Flexibility_and_Scalability\" >Long-term Flexibility and Scalability<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#On-Premise_Self-Hosting\" >On-Premise\/ Self-Hosting<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Future_of_AI_Agent_Frameworks_2026_and_Beyond\" >Future of AI Agent Frameworks: 2026 and Beyond<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Explainable_AI\" >Explainable AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Inter-Operability\" >Inter-Operability&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-49\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#AI_Agent_Marketplaces\" >AI Agent Marketplaces<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-50\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#Wrapping_Up\" >Wrapping Up<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-51\" href=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#FAQs\" >FAQs<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\"><span class=\"ez-toc-section\" id=\"Key_Takeaways\"><\/span>Key Takeaways:<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI agent frameworks are kits that provide tools and structure for building autonomous agents that plan, act, and interact independently.<\/li>\n\n\n\n<li>AgentKit is OpenAI\u2019s AI agent framework that streamlines building, testing, and deploying AI agents by providing an all-in-one kit with tools.<\/li>\n\n\n\n<li>It accelerates AI agent development with drag-and-drop tools, built-in safety, centralized workspace, scalability, and cost-efficient deployment.<\/li>\n\n\n\n<li>AgentKit\u2019s limitations include over-reliance on OpenAI models, restricted customization, beta components, and basic evaluation tools.<\/li>\n\n\n\n<li>LangChain offers LLM-based flexible building blocks that enable AI agents to plan, act, access data, and interact without extensive coding.<\/li>\n\n\n\n<li>It speeds up AI agent development, offers extensive integrations, high customization, and gives organizations control over costs and tools.<\/li>\n\n\n\n<li>LangChain\u2019s limitations include usage complexity, high setup effort, complex multi-agent design, and scalability constraints.<\/li>\n<\/ul>\n\n\n\n<p>Did you know that there has been about <a href=\"https:\/\/citrusbug.com\/blog\/ai-agents-statistics\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">57%<\/a> AI agent adoption across the enterprise segment in recent years? And what\u2019s more interesting is that the global market presence of AI agents is expected to rise by 40% every year. Amazing, right? All these adoption and growth figures clearly reflect that AI agents are not a passing trend, but a long-term advantage for organizations that adopt them early.&nbsp;<\/p>\n\n\n\n<p>But deciding to adopt AI agents is not the hard part; the hard part is choosing the right AI agent framework. The one that will help organizations grow, save costs, and gain a competitive edge. And, which one is it? Is it AgentKit or is it LangChain? Well, that\u2019s exactly what we\u2019re going to help you solve.&nbsp;<\/p>\n\n\n\n<p>In this blog, we will compare and contrast all the aspects of AgentKit and LangChain, be it their components, benefits, or limitations. Read till the end and find the right fit for your organization.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\"><span class=\"ez-toc-section\" id=\"What_are_AI_Agent_Frameworks\"><\/span>What are AI Agent Frameworks?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><a href=\"https:\/\/www.quytech.com\/ai-agent-development-company.php\" target=\"_blank\" rel=\"noreferrer noopener\">AI agent<\/a> frameworks refer to starter kits that help organizations build their own AI agents. It provides a structure that enables normal AI models to understand context, plan actions, execute, and communicate without depending on operators.&nbsp;<\/p>\n\n\n\n<p>You can take an AI agent framework as an assembly kit, which provides users with tools and components to build <a href=\"https:\/\/www.quytech.com\/blog\/ai-agents-for-autonomous-data-analysis\/\" target=\"_blank\" rel=\"noreferrer noopener\">autonomous agents<\/a>. These <a href=\"https:\/\/www.quytech.com\/blog\/how-to-create-an-ai-agent\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI agent<\/a> frameworks provide an interface to the real-world environment in which agents must perform.&nbsp;<\/p>\n\n\n\n<p>Along with this, they give a knowledge base to the AI agents, which stores data and helps in making decisions. Reasoning engines add logic to their working mechanism, while executor makes them capable of actually carrying out the tasks.&nbsp;<\/p>\n\n\n\n<p>In short, an AI agent framework works like a builder kit that helps create agents. These agents possess the following characteristics:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Perception\"><\/span>Perception<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>AI agents are capable of gathering data and understanding the context from it. This contributes to its element of autonomy, as it gives it an idea of what the situation is and what needs to be done in the situation.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Autonomy\"><\/span>Autonomy<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>AI agents possess autonomy, meaning that they do not need someone to guide them; they can autonomously carry out tasks. This makes carrying out operational tasks easy and more efficient.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Decision-Making\"><\/span>Decision-Making<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>As mentioned already, AI agents have autonomy and perception ability. These abilities make them capable of <a href=\"https:\/\/www.quytech.com\/blog\/agentic-ai-for-decision-making\/\" target=\"_blank\" rel=\"noreferrer noopener\">making decisions<\/a> on their own without waiting for human intervention. They can understand the need of a situation and create action plans by themselves.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Adaptability\"><\/span>Adaptability<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>AI agents are not rigid to a certain working mechanism; they can adapt their working mechanism and action plan as and when needed. They possess adaptability, which makes them capable of bending and mending their action plans according to situations.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Collaboration\"><\/span>Collaboration<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Collaboration is yet another characteristic of AI agents. It reflects the ability of AI agents to collaborate with humans and with other agents. This means that AI agents can work as a team, whether with other agents or with human operators.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\"><span class=\"ez-toc-section\" id=\"What_is_AgentKit\"><\/span>What is AgentKit?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>AgentKit is a complete agent-builder kit launched by OpenAI. This kit allows enterprises to build their own AI agents. It removes the hassle of juggling between multiple tools and complicated workflows by giving a kit that handles everything from building AI agents to testing and deploying them. OpenAI\u2019s agentkit consists of:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Agentbuilder: <\/strong>This lays a canvas where enterprises can define their AI agents and the kind of workflows they want their agents to handle. It outlines how all the agents will carry out their tasks and collaborate with each other.<\/li>\n\n\n\n<li><strong>Connector Registry: <\/strong>As the name suggests, the connector registry is the point where all the connection points(areas where agents will connect) are defined. These include data sources, APIs, databases, etc.<\/li>\n\n\n\n<li><strong>ChatKit: <\/strong>ChatKit allows enterprises to create a layer where users can connect to the agents. It creates a point of connection without actually having to build one; it provides a pre-built interface.<\/li>\n\n\n\n<li><strong>Evals: <\/strong>Evals provide tools that facilitate testing of the built AI agents. It allows enterprises to compare their planned agents and actual ones to find deviations and fix them before deployment.&nbsp;<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\"><span class=\"ez-toc-section\" id=\"Benefits_of_AgentKit\"><\/span>Benefits of AgentKit<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>AgentKit AI agent framework drives rapid development for enterprises. But there\u2019s more to it! Organizations opting for AgentKit unlock built-in enterprise-grade safety guardrails, a centralized workspace, easy scalability, and cost efficiency. Let\u2019s explore them in detail:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Rapid_Development\"><\/span>Rapid Development<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>AgentKit makes the process of AI agent development quicker by reducing the need for complex coding. It replaces them with drag-and-drop features. AgentKit eliminates the need for developing AI agents from scratch by introducing pre-built components.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Enterprise-Grade_Safety_and_Guardrails\"><\/span>Enterprise-Grade Safety and Guardrails<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>AgentKit comes with a built-in safety feature. This feature makes it capable of developing AI agents that comply with legal safety guidelines. AgentKit adds a layer of security by automatically implementing response boundaries, adding ethical usage directions to the agents built.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Centralized_Workspace\"><\/span>Centralized Workspace<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Using AgentKit to build AI agents provides enterprises with a centralized workspace. This provides teams with a platform where everyone can connect and work together. It eliminates the need for juggling between multiple tools and workflows to build agents. AgentKit allows enterprises to carry out all the steps from building to deployment in one place.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Scalability\"><\/span>Scalability<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>AgentKit allows organizations to build AI agents that grow with their business. It offers <a href=\"https:\/\/www.quytech.com\/blog\/guide-to-multi-agent-ai-system\/\" target=\"_blank\" rel=\"noreferrer noopener\">multi-agent<\/a> orchestration that gives organizations be it on a small scale or a fledgling enterprise, to build agents suiting their expansion needs. Businesses can start small and scale their AI agents without having to rebuild them from scratch.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Cost_Efficiency\"><\/span>Cost Efficiency&nbsp;<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Since AgentKit offers pre-built frameworks to developers, it reduces the cost that organizations spend on building agents from scratch. AgentKit offers no-code agent builder tools. It saves time and costs spent on allotting both monetary and human resources to create agents manually.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\"><span class=\"ez-toc-section\" id=\"Limitations_of_AgentKit\"><\/span>Limitations of AgentKit<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Every coin has two sides, and every framework has its own benefits and drawbacks. But what are the drawbacks of AgentKit? That\u2019s exactly what\u2019s coming next. Here are some of the limitations of AgentKit:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"415\" src=\"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-agentkit-1024x415.webp\" alt=\"Limitations of AgentKit\" class=\"wp-image-21399\" srcset=\"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-agentkit-1024x415.webp 1024w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-agentkit-300x122.webp 300w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-agentkit-768x312.webp 768w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-agentkit-830x337.webp 830w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-agentkit-230x93.webp 230w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-agentkit-350x142.webp 350w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-agentkit-480x195.webp 480w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-agentkit-150x61.webp 150w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-agentkit.webp 1161w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Heavy_Reliance_on_OpenAI_Stack\"><\/span>Heavy Reliance on OpenAI Stack<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>AgentKit limits the exposure during development to OpenAI\u2019s stack. This means that using AgentKit for developing AI agents limits enterprises\u2019 ability to connect to alternative AI models from other providers. If a certain feature offered by another provider is better, organizations won\u2019t be able to access it.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Limited_Customization\"><\/span>Limited Customization<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>As mentioned already, AgentKit offers pre-built structures for building AI agents. While these pre-built structures do make the development process quick and easy, they limit customization in the AI agents. This means that if enterprises want to add a customization factor in their AI agents, they will need to write custom code.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Beta_Components\"><\/span>Beta Components<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Many components in the AgentKit, like the connector registry, are beta versions. This means that they are still under development and might go through improvements and changes. These beta components create a sense of uncertainty in the minds of developers about the output quality.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Basic_Evaluation_Tools\"><\/span>Basic Evaluation Tools<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>The evaluation tools offered by AgentKit may reflect basic compared to other tools available. This means that the testing that these tools carry out might not be very advanced. They may lack in testing highly customized agents and large-scale ones.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Interesting Read: <a href=\"https:\/\/www.quytech.com\/blog\/ai-agents-vs-traditional-automation\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI Agents Vs. Traditional Automation: A Detailed Comparison<\/a><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\"><span class=\"ez-toc-section\" id=\"What_Is_LangChain\"><\/span>What Is LangChain?&nbsp;<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>LangChain is a versatile framework powered by <a href=\"https:\/\/www.quytech.com\/large-language-model-development-company.php\" target=\"_blank\" rel=\"noreferrer noopener\">Large Language Models<\/a>(LLMs). LangChain is not limited to AI agent development; it provides abstractions that help developers build a variety of platforms.&nbsp;<\/p>\n\n\n\n<p>To break it down simply, you can think of LangChain as a toolkit that offers pre-built building blocks. These blocks help in connecting LLMs to data, APIs, and workflows. LangChain gives AI models the ability to utilize tools, interact with the environment, and grasp context without actually having to build it all. It makes LLM integration simpler by eliminating the need for manual code writing. LangChain consists of the following components:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Language_Modules\"><\/span>Language Modules<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Language modules are the components that provide output by understanding the language. These modules power the logical engines of AI models. They make the models capable of grasping the context of a situation by interacting with the environment.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Prompt_Templates\"><\/span>Prompt Templates<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Prompt templates are reusable structures that transform user input to interpret it for the language models. It helps users save time and effort that would otherwise be spent writing prompts from scratch.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Memory\"><\/span>Memory<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Memory, as is obvious, stores all the data of the past, recent, and ongoing interactions. It&#8217;s a database that saves all the data that the AI agent goes through or collects while working on giving an output.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Retrieval_Modules\"><\/span>Retrieval Modules<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Retrieval modules are the components that help the AI agents in retrieving information from the database. It helps the AI agents in giving an accurate response by going through all the knowledge sources and retrieving the data that&#8217;s most relevant to the query.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Agents\"><\/span>Agents<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>An agent is the component that can understand the need of a situation, plan a course of action to fulfill the need, and execute the plan it makes. The agent is capable of deciding what task to do, what tools to utilize, and the workflow on how to get it done.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\"><span class=\"ez-toc-section\" id=\"Benefits_of_LangChain\"><\/span>Benefits of LangChain<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>LangChain, as an AI agent framework, brings in multiple benefits for organizations. It helps in developing AI agents faster, allows extensive tooling and integration support, high customization, and cost transparency. Sounds interesting, right? Let\u2019s break down these benefits in detail:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Quick_Development_Process\"><\/span>Quick Development Process<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>LangChain makes the process of developing AI agents quick and easy, as most of the components, like prompts, databases, etc, are already available. Enterprises need not create AI agents from scratch. All they have to do is gather the required components and combine them as per their needs.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Extensive_Tooling_and_Integration_Support\"><\/span>Extensive Tooling and Integration Support<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>LangChain is not limited to a certain set of tools; it allows developers to access a wide variety of tools be it from other providers as well. Along with this, it makes agents capable of interacting with the environment, different knowledge sources, workflows, etc. It does so by providing integration support.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"High_Customization\"><\/span>High Customization<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Customization is yet another benefit that enterprises can unleash by using LangChain for AI agent development. The framework allows developers to create custom agents. It does not restrict developers to a certain design. This helps them decide the logical reasoning, response pattern, working mechanism, and interaction span of the agents.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Cost_Control_and_Transparency\"><\/span>Cost Control and Transparency<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>As mentioned already, LangChain allows enterprises to make use of tools from various providers. This means that organizations can opt for different models that meet their quality as well as monetary requirements. And since the choice for model usage is in the hands of the organization, LangChain gives them transparency throughout the development process.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\"><span class=\"ez-toc-section\" id=\"Limitations_of_Langchain\"><\/span>Limitations of Langchain<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>While LangChain does bring in a whole lot of benefits, it carries its own share of limitations as well. But what are those? The limitations of LangChain include complexity, setup effort, and scalability constraints. Let\u2019s understand them better with a deeper dive into the limitations:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"415\" src=\"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-langchain-1024x415.webp\" alt=\"Limitations of Langchain\" class=\"wp-image-21398\" srcset=\"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-langchain-1024x415.webp 1024w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-langchain-300x122.webp 300w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-langchain-768x312.webp 768w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-langchain-830x337.webp 830w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-langchain-230x93.webp 230w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-langchain-350x142.webp 350w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-langchain-480x195.webp 480w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-langchain-150x61.webp 150w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/limitations-of-langchain.webp 1161w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Complex_for_New_Users\"><\/span>Complex for New Users<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>While LangChain does make AI agent development easy, it can turn out to be quite complex for new users. It requires actual coding to create AI agents. This makes it hard to be accessed by users who are not familiar with such technicalities.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"High_Setup_Effort\"><\/span>High Setup Effort<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Developing AI agents using LangChain often requires high setup effort. It is so because the process requires working on prompts, vector stores, tools, memory modules, and sometimes custom logic. This not only takes up manual effort but costs time as well.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Complexity_in_Multi-Agent_Designs\"><\/span>Complexity in Multi-Agent Designs<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>When building multi-agent designs, the complexity of the development process multiplies, too. This is because when developers work on creating multiple agents, they have to define their workflows, responses, and capabilities. And since all of this is carried out manually, the task naturally becomes complex.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Scalability_Constraints\"><\/span>Scalability Constraints<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>While LangChain does help organizations scale their agents but it does not automatically solve scaling challenges. It requires the user to carry out the scaling processes by handling underlying models, databases, etc. This additional work makes scalability a limitation for the LangChain framework.<\/p>\n\n\n\n<p>You Might Also Like: <a href=\"https:\/\/www.quytech.com\/blog\/ai-agents-vs-ai-chatbots\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI Agents vs. AI Chatbots: In-Depth Comparison Guide<\/a><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.quytech.com\/contactus.php\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"347\" src=\"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-agentkit-1024x347.webp\" alt=\"AI Agent Framework\" class=\"wp-image-21401\" srcset=\"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-agentkit-1024x347.webp 1024w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-agentkit-300x102.webp 300w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-agentkit-768x260.webp 768w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-agentkit-830x281.webp 830w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-agentkit-230x78.webp 230w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-agentkit-350x119.webp 350w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-agentkit-480x163.webp 480w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-agentkit-150x51.webp 150w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-agentkit.webp 1254w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\"><span class=\"ez-toc-section\" id=\"AgentKit_vs_Langchain\"><\/span>AgentKit vs Langchain<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Now that you are aware of the concept of both frameworks, let\u2019s add some spice to your journey. Here\u2019s a comparative analysis of AgentKit and LangChain that will help you decide the right AI agent framework for your organization:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Aspect<\/strong><\/td><td><strong>AgentKit<\/strong><\/td><td><strong>LangChain<\/strong><\/td><\/tr><tr><td><strong>Core Purpose<\/strong><\/td><td>The core purpose of the AgentKit framework is to provide a toolkit to help organizations build their AI agents in one place within OpenAI\u2019s ecosystem.<\/td><td>The core purpose of the LangChain framework is to offer abstractions powered by <a href=\"https:\/\/www.quytech.com\/hire-llm-developers.php\" target=\"_blank\" rel=\"noreferrer noopener\">LLMs<\/a> to help organizations build custom AI agents.<\/td><\/tr><tr><td><strong>Ease of Use<\/strong><\/td><td>AgentKit is very easy to use and beginner-friendly.<\/td><td>Moderately easy to use, does require technical knowledge.<\/td><\/tr><tr><td><strong>Learning Curve<\/strong><\/td><td>Low learning curve, as most of the components present simplify the development process.<\/td><td>Higher learning curve, as the user needs some level of technical expertise to carry out the development process.<\/td><\/tr><tr><td><strong>Customization<\/strong><\/td><td>Limited customization, as AgentKit offers pre-built structures that do not offer space for customizing agents.<\/td><td>Highly customizable, as LangChain supports custom logic, multi-agent setups, and advanced pipelines.<\/td><\/tr><tr><td><strong>Flexibility<\/strong><\/td><td>Not very flexible, as AgentKit does not support AI models except those of OpenAI.<\/td><td>Highly flexible, as LangChain does not restrict users to certain AI models. It allows access to models from different providers.<\/td><\/tr><tr><td><strong>Safety &amp; Guardrails<\/strong><\/td><td>Offers enterprise-grade guardrails by default.<\/td><td>No in-built safety and guardrails; the user has to set them up.<\/td><\/tr><tr><td><strong>Multi-Agent Support<\/strong><\/td><td>Easy multi-agent support with minimal coding.<\/td><td>Highly flexible multi-agent support, but requires manual setup.<\/td><\/tr><tr><td><strong>Open Source Status<\/strong><\/td><td>Not completely open source, it is hosted on OpenAI\u2019s ecosystem.<\/td><td>Fully open source and offers a large community.<\/td><\/tr><tr><td><strong>Scalability<\/strong><\/td><td>Offers scalability but is limited to OpenAI\u2019s environment.<\/td><td>Scalability depends on the user\u2019s setup and infrastructure.&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Interesting Read: <a href=\"https:\/\/www.quytech.com\/blog\/top-ai-agents\/\" target=\"_blank\" rel=\"noreferrer noopener\">Top 10 AI Agents in 2026 for Workflow Automation<\/a><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\"><span class=\"ez-toc-section\" id=\"Which_AI_Agent_Framework_Is_Best_for_Your_Business\"><\/span>Which AI Agent Framework Is Best for Your Business?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>After a good comparison of both frameworks, you might be wondering which one would fit right with your business. But not anymore! This section will help guide you to choose the right fit for your business.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"AgentKit\"><\/span>AgentKit<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Opt for OpenAI\u2019s AgentKit if your business has the following needs:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Rapid_Deployment_of_AI_Agents\"><\/span>Rapid Deployment of AI Agents<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>If time constraints are binding your AI agent frameworks&#8217; needs, then AgentKit is the right choice. Its low-code and drag-and-drop development process helps in creating AI agents comparatively faster than LangChain, as it is code-oriented.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Observability_Governance_and_Monitoring\"><\/span>Observability, Governance, and Monitoring<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>If regulatory observability, governance, and monitoring are your concern, then you should opt for AgentKit. It offers pre-built legal safety and guardrails that make the AI agent development process legally safe, which is something that&#8217;s not the default in LangChain.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Limited_Engineering_Resources\"><\/span>Limited Engineering Resources<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>If lack of engineering resources is your concern when developing AI agents, then AgentKit is the optimal solution. It is easy to use, has pre-built models and components, and does not need much technical expertise to handle.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"LangChain\"><\/span><strong>LangChain<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Opt for LangChain if your business has the following requirements:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Full_Control_and_Customization_Over_Agent_Behavior\"><\/span>Full Control and Customization Over Agent Behavior<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>If your organization wants full control and customization over agent behavior, then LangChain is the right choice. It offers code-oriented development of AI agents, which lets organizations decide everything from logical models to the working mechanisms of the agents.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Long-term_Flexibility_and_Scalability\"><\/span>Long-term Flexibility and Scalability<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>If long-term flexibility and scalability are what concern your AI agent development process, then opt for LangChain. It will help you create AI agents, make improvements, and scale as per requirement, which is something that\u2019s complex to carry out with AgentKit.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"On-Premise_Self-Hosting\"><\/span>On-Premise\/ Self-Hosting<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>If your organization wants to self-host the entire application, then LangChain is the right AI agent framework for you. This is because LangChain is open source and gives total control over the development process and AI agents to the organization.&nbsp;<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>You Might Also Like: <a href=\"https:\/\/www.quytech.com\/blog\/how-ai-agents-are-redefining-enterprise-productivity\/\" target=\"_blank\" rel=\"noreferrer noopener\">How AI Agents are Redefining Enterprise Productivity<\/a><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\"><span class=\"ez-toc-section\" id=\"Future_of_AI_Agent_Frameworks_2026_and_Beyond\"><\/span>Future of AI Agent Frameworks: 2026 and Beyond<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>AI agent frameworks are here for the long run and will evolve beyond what their functionality today entails. But what changes will we see in the future? The future holds explainable AI integration, autonomous continuous learning agents, and much more. Let\u2019s dive deeper into the future of AI agent frameworks for a better understanding:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Explainable_AI\"><\/span>Explainable AI<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>The future holds the integration of explainable AI in AI agent frameworks. This means that the frameworks will incorporate explainable AI in the agents they build. Explainable AI will reflect the reasons through which AI agents arrive at a certain conclusion and give a certain response, naturally building trust.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"Inter-Operability\"><\/span>Inter-Operability&nbsp;<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>In the future, the AI agent frameworks will evolve and build AI agents that follow a common standard. This way, the agents created on one platform will be able to function in others as well. With interoperability, enterprises can run agents on multiple platforms without creating separate versions.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:25px\"><span class=\"ez-toc-section\" id=\"AI_Agent_Marketplaces\"><\/span>AI Agent Marketplaces<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>The future of AI agent frameworks holds AI agent marketplaces. AI agent marketplaces are stores from which organizations can browse, install, and use ready-made agents, just like downloading apps. These marketplaces will bring in a wave of transformation that will make AI agent creation even easier.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\"><span class=\"ez-toc-section\" id=\"Wrapping_Up\"><\/span>Wrapping Up<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>As AI agent adoption skyrockets year by year, selecting the right framework becomes even more essential. In situations like these, organizations may find it hard to find the right AI agent framework and feel stuck about whether to go with AgentKit or opt for LangChain. However, finding the right fit is all about comparing both the options and seeing which one goes best with your organization&#8217;s needs and objectives.<\/p>\n\n\n\n<p>Businesses should opt for AgentKit if they value rapid development, enterprise-grade safety, centralized workspace, scalability, and cost efficiency. On the other hand, if quick development. Extensive tooling and integration support, high customization, and cost control and transparency are what organizations look for; then LangChain is the right fit for you.&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.quytech.com\/contactus.php\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"347\" src=\"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-langchain-1024x347.webp\" alt=\"development benefits of an effective ai agent framework\" class=\"wp-image-21400\" srcset=\"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-langchain-1024x347.webp 1024w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-langchain-300x102.webp 300w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-langchain-768x260.webp 768w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-langchain-830x281.webp 830w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-langchain-230x78.webp 230w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-langchain-350x119.webp 350w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-langchain-480x163.webp 480w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-langchain-150x51.webp 150w, https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/ai-agent-development-like-langchain.webp 1254w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"FAQs\"><\/span><strong>FAQs<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1764335307963\"><strong class=\"schema-faq-question\">Q 1- <strong>Are AgentKit and LangChain suitable for regulated industries like banking, fintech, or healthcare?<\/strong><\/strong> <p class=\"schema-faq-answer\">Yes, both AgentKit and LangChain are suitable for regulated industries like <a href=\"https:\/\/www.quytech.com\/blog\/ai-in-banking\/\" target=\"_blank\" rel=\"noreferrer noopener\">banking<\/a>, <a href=\"https:\/\/www.quytech.com\/solutions-enterprise\/finance-industry.php\" target=\"_blank\" rel=\"noreferrer noopener\">finance<\/a>, <a href=\"https:\/\/www.quytech.com\/healthcare-app-development.php\" target=\"_blank\" rel=\"noreferrer noopener\">healthcare<\/a>, etc. AgentKit comes with in-built safety guardrails, while LangChain offers strict governance models and control.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1764335325703\"><strong class=\"schema-faq-question\">Q 2- <strong>What is the learning curve for a beginner starting with AgentKit vs. LangChain?<\/strong><\/strong> <p class=\"schema-faq-answer\">For AgentKit, the learning curve is low as it is beginner-friendly and offers low-code development. As for LangChain, the learning curve is high, considering that it offers many features.\u00a0<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1764335333468\"><strong class=\"schema-faq-question\">Q 3- <strong>Can AgentKit be integrated with existing enterprise systems (ERPs, CRMs, internal APIs)?<\/strong><\/strong> <p class=\"schema-faq-answer\">Yes, AgentKit can be integrated with existing enterprise systems like ERPs, <a href=\"https:\/\/www.quytech.com\/custom-crm-development.php\" target=\"_blank\" rel=\"noreferrer noopener\">CRMs<\/a>, etc. It utilizes APIs for integration and may require developer involvement.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1764335351852\"><strong class=\"schema-faq-question\">Q 4- <strong>Which framework is better for multi-cloud or hybrid cloud setups?<\/strong><\/strong> <p class=\"schema-faq-answer\">Both LangChain and AgentKit can go with multi-cloud or hybrid cloud setups. LangChain is comparatively easier in this context, while AgentKit may need some setup.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1764335361805\"><strong class=\"schema-faq-question\">Q 5- <strong>How does LangChain approach security and data boundaries for enterprise AI agents?<\/strong><\/strong> <p class=\"schema-faq-answer\">LangChain offers a flexible approach to data handling and security, but it requires careful setup to ensure proper protection.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1764335374386\"><strong class=\"schema-faq-question\">Q 6- <strong>Do AgentKit and LangChain support fine-tuning or custom model hosting?<\/strong><\/strong> <p class=\"schema-faq-answer\">Yes, AgentKit and LangChain both support fine-tuning and custom model hosting. LangChain works well with fine-tuning and hosting models directly, while AgentKit can do it too, but only through APIs.\u00a0<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1764335386144\"><strong class=\"schema-faq-question\">Q 7- <strong>Does LanChain support multi-agent collaboration patterns?<\/strong><\/strong> <p class=\"schema-faq-answer\">Yes, LangChain does support multi-agent collaboration patterns. It makes collaboration easier, offering built-in tools for multiple agents to work together.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1764335399102\"><strong class=\"schema-faq-question\">Q 8- <strong>Can small teams or startups use AgentKit and LangChain frameworks, or are they only for enterprises?<\/strong><\/strong> <p class=\"schema-faq-answer\">Yes, small teams and <a href=\"https:\/\/www.quytech.com\/blog\/impact-of-agentic-ai-in-startup-growth\/\" target=\"_blank\" rel=\"noreferrer noopener\">startups<\/a> can use AgentKit and LangChain frameworks. LangChain is good for quick experiments, while AgentKit is better for stable production work.<\/p> <\/div> <\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Key Takeaways: Did you know that there has been about 57% AI agent adoption across the enterprise segment in recent years? And what\u2019s more interesting [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":21397,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[354],"tags":[2464,2459,2460,671,2462,2463,2461],"class_list":["post-21396","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-agentkit","tag-agentkit-vs-langchain","tag-ai-agent-frameworks","tag-ai-development","tag-benefits-of-agentkit","tag-langchain","tag-what-is-agentkit"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AgentKit vs Langchain: Best AI Agent Frameworks 2026<\/title>\n<meta name=\"description\" content=\"Discover how AgentKit and LangChain differ in features, ease of use, and scalability to pick the best AI agent framework for your business.\" \/>\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.quytech.com\/blog\/agentkit-vs-langchain\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AgentKit vs Langchain: Best AI Agent Frameworks 2026\" \/>\n<meta property=\"og:description\" content=\"Discover how AgentKit and LangChain differ in features, ease of use, and scalability to pick the best AI agent framework for your business.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/\" \/>\n<meta property=\"og:site_name\" content=\"Quytech Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Quytech\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-28T13:38:28+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-13T12:39:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/agentkit-vs-langchain-compareasion.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1640\" \/>\n\t<meta property=\"og:image:height\" content=\"924\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Siddharth Garg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@sidgarg27\" \/>\n<meta name=\"twitter:site\" content=\"@Quytech\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Siddharth Garg\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"16 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":[\"Article\",\"BlogPosting\"],\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/\"},\"author\":{\"name\":\"Siddharth Garg\",\"@id\":\"https:\/\/www.quytech.com\/blog\/#\/schema\/person\/bec291844ce39e5655cdc4aba03e1eab\"},\"headline\":\"AgentKit vs Langchain: Best AI Agent Frameworks 2026\",\"datePublished\":\"2025-11-28T13:38:28+00:00\",\"dateModified\":\"2026-01-13T12:39:28+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/\"},\"wordCount\":3462,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.quytech.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/agentkit-vs-langchain-compareasion.png\",\"keywords\":[\"AgentKit\",\"AgentKit vs Langchain\",\"AI Agent Frameworks\",\"AI development\",\"Benefits of AgentKit\",\"LangChain\",\"What is AgentKit\"],\"articleSection\":[\"Artificial Intelligence\"],\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#respond\"]}]},{\"@type\":[\"WebPage\",\"FAQPage\"],\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/\",\"url\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/\",\"name\":\"AgentKit vs Langchain: Best AI Agent Frameworks 2026\",\"isPartOf\":{\"@id\":\"https:\/\/www.quytech.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/agentkit-vs-langchain-compareasion.png\",\"datePublished\":\"2025-11-28T13:38:28+00:00\",\"dateModified\":\"2026-01-13T12:39:28+00:00\",\"description\":\"Discover how AgentKit and LangChain differ in features, ease of use, and scalability to pick the best AI agent framework for your business.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#breadcrumb\"},\"mainEntity\":[{\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335307963\"},{\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335325703\"},{\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335333468\"},{\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335351852\"},{\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335361805\"},{\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335374386\"},{\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335386144\"},{\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335399102\"}],\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#primaryimage\",\"url\":\"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/agentkit-vs-langchain-compareasion.png\",\"contentUrl\":\"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/agentkit-vs-langchain-compareasion.png\",\"width\":1640,\"height\":924,\"caption\":\"agentkit-vs-langchain-compareasion\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.quytech.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AgentKit vs Langchain: Best AI Agent Frameworks 2026\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.quytech.com\/blog\/#website\",\"url\":\"https:\/\/www.quytech.com\/blog\/\",\"name\":\"Quytech Blog\",\"description\":\"Mobile App, Artificial Intelligence Blockchain, AR, VR, &amp; Gaming\",\"publisher\":{\"@id\":\"https:\/\/www.quytech.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.quytech.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.quytech.com\/blog\/#organization\",\"name\":\"Quytech\",\"url\":\"https:\/\/www.quytech.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/www.quytech.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2015\/05\/QUTYTECH-527-X-54.png\",\"contentUrl\":\"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2015\/05\/QUTYTECH-527-X-54.png\",\"width\":210,\"height\":23,\"caption\":\"Quytech\"},\"image\":{\"@id\":\"https:\/\/www.quytech.com\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/Quytech\/\",\"https:\/\/x.com\/Quytech\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.quytech.com\/blog\/#\/schema\/person\/bec291844ce39e5655cdc4aba03e1eab\",\"name\":\"Siddharth Garg\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/www.quytech.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/0ef9bf4aa1e12630f1950cfe60882d0a6375033486f7de8f455c55fbe89857d3?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/0ef9bf4aa1e12630f1950cfe60882d0a6375033486f7de8f455c55fbe89857d3?s=96&d=mm&r=g\",\"caption\":\"Siddharth Garg\"},\"description\":\"Siddharth is the Founder and CEO of Quytech, bringing over 20 years of expertise in AI-driven innovation, growth, and digital transformation. His strategic leadership has been instrumental in establishing the company as a trusted technology partner for building cutting-edge mobile applications, software, and technology solutions. Under his leadership since 2010, Quytech has delivered 1000+ projects globally, serving startups, mid-market companies, and Fortune 500 enterprises across diverse industries.\",\"sameAs\":[\"https:\/\/in.linkedin.com\/in\/siddharthgargquytech\",\"https:\/\/x.com\/@sidgarg27\"],\"url\":\"https:\/\/www.quytech.com\/blog\/author\/siddharth\/\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335307963\",\"position\":1,\"url\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335307963\",\"name\":\"Q 1- Are AgentKit and LangChain suitable for regulated industries like banking, fintech, or healthcare?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes, both AgentKit and LangChain are suitable for regulated industries like <a href=\\\"https:\/\/www.quytech.com\/blog\/ai-in-banking\/\\\" target=\\\"_blank\\\" rel=\\\"noreferrer noopener\\\">banking<\/a>, <a href=\\\"https:\/\/www.quytech.com\/solutions-enterprise\/finance-industry.php\\\" target=\\\"_blank\\\" rel=\\\"noreferrer noopener\\\">finance<\/a>, <a href=\\\"https:\/\/www.quytech.com\/healthcare-app-development.php\\\" target=\\\"_blank\\\" rel=\\\"noreferrer noopener\\\">healthcare<\/a>, etc. AgentKit comes with in-built safety guardrails, while LangChain offers strict governance models and control.\",\"inLanguage\":\"en-GB\"},\"inLanguage\":\"en-GB\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335325703\",\"position\":2,\"url\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335325703\",\"name\":\"Q 2- What is the learning curve for a beginner starting with AgentKit vs. LangChain?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"For AgentKit, the learning curve is low as it is beginner-friendly and offers low-code development. As for LangChain, the learning curve is high, considering that it offers many features.\u00a0\",\"inLanguage\":\"en-GB\"},\"inLanguage\":\"en-GB\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335333468\",\"position\":3,\"url\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335333468\",\"name\":\"Q 3- Can AgentKit be integrated with existing enterprise systems (ERPs, CRMs, internal APIs)?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes, AgentKit can be integrated with existing enterprise systems like ERPs, <a href=\\\"https:\/\/www.quytech.com\/custom-crm-development.php\\\" target=\\\"_blank\\\" rel=\\\"noreferrer noopener\\\">CRMs<\/a>, etc. It utilizes APIs for integration and may require developer involvement.\",\"inLanguage\":\"en-GB\"},\"inLanguage\":\"en-GB\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335351852\",\"position\":4,\"url\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335351852\",\"name\":\"Q 4- Which framework is better for multi-cloud or hybrid cloud setups?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Both LangChain and AgentKit can go with multi-cloud or hybrid cloud setups. LangChain is comparatively easier in this context, while AgentKit may need some setup.\",\"inLanguage\":\"en-GB\"},\"inLanguage\":\"en-GB\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335361805\",\"position\":5,\"url\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335361805\",\"name\":\"Q 5- How does LangChain approach security and data boundaries for enterprise AI agents?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"LangChain offers a flexible approach to data handling and security, but it requires careful setup to ensure proper protection.\",\"inLanguage\":\"en-GB\"},\"inLanguage\":\"en-GB\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335374386\",\"position\":6,\"url\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335374386\",\"name\":\"Q 6- Do AgentKit and LangChain support fine-tuning or custom model hosting?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes, AgentKit and LangChain both support fine-tuning and custom model hosting. LangChain works well with fine-tuning and hosting models directly, while AgentKit can do it too, but only through APIs.\u00a0\",\"inLanguage\":\"en-GB\"},\"inLanguage\":\"en-GB\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335386144\",\"position\":7,\"url\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335386144\",\"name\":\"Q 7- Does LanChain support multi-agent collaboration patterns?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes, LangChain does support multi-agent collaboration patterns. It makes collaboration easier, offering built-in tools for multiple agents to work together.\",\"inLanguage\":\"en-GB\"},\"inLanguage\":\"en-GB\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335399102\",\"position\":8,\"url\":\"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335399102\",\"name\":\"Q 8- Can small teams or startups use AgentKit and LangChain frameworks, or are they only for enterprises?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes, small teams and <a href=\\\"https:\/\/www.quytech.com\/blog\/impact-of-agentic-ai-in-startup-growth\/\\\" target=\\\"_blank\\\" rel=\\\"noreferrer noopener\\\">startups<\/a> can use AgentKit and LangChain frameworks. LangChain is good for quick experiments, while AgentKit is better for stable production work.\",\"inLanguage\":\"en-GB\"},\"inLanguage\":\"en-GB\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AgentKit vs Langchain: Best AI Agent Frameworks 2026","description":"Discover how AgentKit and LangChain differ in features, ease of use, and scalability to pick the best AI agent framework for your business.","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.quytech.com\/blog\/agentkit-vs-langchain\/","og_locale":"en_GB","og_type":"article","og_title":"AgentKit vs Langchain: Best AI Agent Frameworks 2026","og_description":"Discover how AgentKit and LangChain differ in features, ease of use, and scalability to pick the best AI agent framework for your business.","og_url":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/","og_site_name":"Quytech Blog","article_publisher":"https:\/\/www.facebook.com\/Quytech\/","article_published_time":"2025-11-28T13:38:28+00:00","article_modified_time":"2026-01-13T12:39:28+00:00","og_image":[{"width":1640,"height":924,"url":"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/agentkit-vs-langchain-compareasion.png","type":"image\/png"}],"author":"Siddharth Garg","twitter_card":"summary_large_image","twitter_creator":"@sidgarg27","twitter_site":"@Quytech","twitter_misc":{"Written by":"Siddharth Garg","Estimated reading time":"16 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":["Article","BlogPosting"],"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#article","isPartOf":{"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/"},"author":{"name":"Siddharth Garg","@id":"https:\/\/www.quytech.com\/blog\/#\/schema\/person\/bec291844ce39e5655cdc4aba03e1eab"},"headline":"AgentKit vs Langchain: Best AI Agent Frameworks 2026","datePublished":"2025-11-28T13:38:28+00:00","dateModified":"2026-01-13T12:39:28+00:00","mainEntityOfPage":{"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/"},"wordCount":3462,"commentCount":0,"publisher":{"@id":"https:\/\/www.quytech.com\/blog\/#organization"},"image":{"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#primaryimage"},"thumbnailUrl":"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/agentkit-vs-langchain-compareasion.png","keywords":["AgentKit","AgentKit vs Langchain","AI Agent Frameworks","AI development","Benefits of AgentKit","LangChain","What is AgentKit"],"articleSection":["Artificial Intelligence"],"inLanguage":"en-GB","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#respond"]}]},{"@type":["WebPage","FAQPage"],"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/","url":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/","name":"AgentKit vs Langchain: Best AI Agent Frameworks 2026","isPartOf":{"@id":"https:\/\/www.quytech.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#primaryimage"},"image":{"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#primaryimage"},"thumbnailUrl":"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/agentkit-vs-langchain-compareasion.png","datePublished":"2025-11-28T13:38:28+00:00","dateModified":"2026-01-13T12:39:28+00:00","description":"Discover how AgentKit and LangChain differ in features, ease of use, and scalability to pick the best AI agent framework for your business.","breadcrumb":{"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#breadcrumb"},"mainEntity":[{"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335307963"},{"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335325703"},{"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335333468"},{"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335351852"},{"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335361805"},{"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335374386"},{"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335386144"},{"@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335399102"}],"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/"]}]},{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#primaryimage","url":"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/agentkit-vs-langchain-compareasion.png","contentUrl":"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/agentkit-vs-langchain-compareasion.png","width":1640,"height":924,"caption":"agentkit-vs-langchain-compareasion"},{"@type":"BreadcrumbList","@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.quytech.com\/blog\/"},{"@type":"ListItem","position":2,"name":"AgentKit vs Langchain: Best AI Agent Frameworks 2026"}]},{"@type":"WebSite","@id":"https:\/\/www.quytech.com\/blog\/#website","url":"https:\/\/www.quytech.com\/blog\/","name":"Quytech Blog","description":"Mobile App, Artificial Intelligence Blockchain, AR, VR, &amp; Gaming","publisher":{"@id":"https:\/\/www.quytech.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.quytech.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"},{"@type":"Organization","@id":"https:\/\/www.quytech.com\/blog\/#organization","name":"Quytech","url":"https:\/\/www.quytech.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.quytech.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2015\/05\/QUTYTECH-527-X-54.png","contentUrl":"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2015\/05\/QUTYTECH-527-X-54.png","width":210,"height":23,"caption":"Quytech"},"image":{"@id":"https:\/\/www.quytech.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/Quytech\/","https:\/\/x.com\/Quytech"]},{"@type":"Person","@id":"https:\/\/www.quytech.com\/blog\/#\/schema\/person\/bec291844ce39e5655cdc4aba03e1eab","name":"Siddharth Garg","image":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.quytech.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/0ef9bf4aa1e12630f1950cfe60882d0a6375033486f7de8f455c55fbe89857d3?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/0ef9bf4aa1e12630f1950cfe60882d0a6375033486f7de8f455c55fbe89857d3?s=96&d=mm&r=g","caption":"Siddharth Garg"},"description":"Siddharth is the Founder and CEO of Quytech, bringing over 20 years of expertise in AI-driven innovation, growth, and digital transformation. His strategic leadership has been instrumental in establishing the company as a trusted technology partner for building cutting-edge mobile applications, software, and technology solutions. Under his leadership since 2010, Quytech has delivered 1000+ projects globally, serving startups, mid-market companies, and Fortune 500 enterprises across diverse industries.","sameAs":["https:\/\/in.linkedin.com\/in\/siddharthgargquytech","https:\/\/x.com\/@sidgarg27"],"url":"https:\/\/www.quytech.com\/blog\/author\/siddharth\/"},{"@type":"Question","@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335307963","position":1,"url":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335307963","name":"Q 1- Are AgentKit and LangChain suitable for regulated industries like banking, fintech, or healthcare?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, both AgentKit and LangChain are suitable for regulated industries like <a href=\"https:\/\/www.quytech.com\/blog\/ai-in-banking\/\" target=\"_blank\" rel=\"noreferrer noopener\">banking<\/a>, <a href=\"https:\/\/www.quytech.com\/solutions-enterprise\/finance-industry.php\" target=\"_blank\" rel=\"noreferrer noopener\">finance<\/a>, <a href=\"https:\/\/www.quytech.com\/healthcare-app-development.php\" target=\"_blank\" rel=\"noreferrer noopener\">healthcare<\/a>, etc. AgentKit comes with in-built safety guardrails, while LangChain offers strict governance models and control.","inLanguage":"en-GB"},"inLanguage":"en-GB"},{"@type":"Question","@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335325703","position":2,"url":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335325703","name":"Q 2- What is the learning curve for a beginner starting with AgentKit vs. LangChain?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"For AgentKit, the learning curve is low as it is beginner-friendly and offers low-code development. As for LangChain, the learning curve is high, considering that it offers many features.\u00a0","inLanguage":"en-GB"},"inLanguage":"en-GB"},{"@type":"Question","@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335333468","position":3,"url":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335333468","name":"Q 3- Can AgentKit be integrated with existing enterprise systems (ERPs, CRMs, internal APIs)?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, AgentKit can be integrated with existing enterprise systems like ERPs, <a href=\"https:\/\/www.quytech.com\/custom-crm-development.php\" target=\"_blank\" rel=\"noreferrer noopener\">CRMs<\/a>, etc. It utilizes APIs for integration and may require developer involvement.","inLanguage":"en-GB"},"inLanguage":"en-GB"},{"@type":"Question","@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335351852","position":4,"url":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335351852","name":"Q 4- Which framework is better for multi-cloud or hybrid cloud setups?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Both LangChain and AgentKit can go with multi-cloud or hybrid cloud setups. LangChain is comparatively easier in this context, while AgentKit may need some setup.","inLanguage":"en-GB"},"inLanguage":"en-GB"},{"@type":"Question","@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335361805","position":5,"url":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335361805","name":"Q 5- How does LangChain approach security and data boundaries for enterprise AI agents?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"LangChain offers a flexible approach to data handling and security, but it requires careful setup to ensure proper protection.","inLanguage":"en-GB"},"inLanguage":"en-GB"},{"@type":"Question","@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335374386","position":6,"url":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335374386","name":"Q 6- Do AgentKit and LangChain support fine-tuning or custom model hosting?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, AgentKit and LangChain both support fine-tuning and custom model hosting. LangChain works well with fine-tuning and hosting models directly, while AgentKit can do it too, but only through APIs.\u00a0","inLanguage":"en-GB"},"inLanguage":"en-GB"},{"@type":"Question","@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335386144","position":7,"url":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335386144","name":"Q 7- Does LanChain support multi-agent collaboration patterns?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, LangChain does support multi-agent collaboration patterns. It makes collaboration easier, offering built-in tools for multiple agents to work together.","inLanguage":"en-GB"},"inLanguage":"en-GB"},{"@type":"Question","@id":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335399102","position":8,"url":"https:\/\/www.quytech.com\/blog\/agentkit-vs-langchain\/#faq-question-1764335399102","name":"Q 8- Can small teams or startups use AgentKit and LangChain frameworks, or are they only for enterprises?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, small teams and <a href=\"https:\/\/www.quytech.com\/blog\/impact-of-agentic-ai-in-startup-growth\/\" target=\"_blank\" rel=\"noreferrer noopener\">startups<\/a> can use AgentKit and LangChain frameworks. LangChain is good for quick experiments, while AgentKit is better for stable production work.","inLanguage":"en-GB"},"inLanguage":"en-GB"}]}},"jetpack_featured_media_url":"https:\/\/www.quytech.com\/blog\/wp-content\/uploads\/2025\/11\/agentkit-vs-langchain-compareasion.png","_links":{"self":[{"href":"https:\/\/www.quytech.com\/blog\/wp-json\/wp\/v2\/posts\/21396","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.quytech.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.quytech.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.quytech.com\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.quytech.com\/blog\/wp-json\/wp\/v2\/comments?post=21396"}],"version-history":[{"count":1,"href":"https:\/\/www.quytech.com\/blog\/wp-json\/wp\/v2\/posts\/21396\/revisions"}],"predecessor-version":[{"id":22054,"href":"https:\/\/www.quytech.com\/blog\/wp-json\/wp\/v2\/posts\/21396\/revisions\/22054"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.quytech.com\/blog\/wp-json\/wp\/v2\/media\/21397"}],"wp:attachment":[{"href":"https:\/\/www.quytech.com\/blog\/wp-json\/wp\/v2\/media?parent=21396"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.quytech.com\/blog\/wp-json\/wp\/v2\/categories?post=21396"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.quytech.com\/blog\/wp-json\/wp\/v2\/tags?post=21396"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}