{"id":6252,"date":"2025-10-09T12:29:14","date_gmt":"2025-10-09T04:29:14","guid":{"rendered":"https:\/\/nullthought.net\/?p=6252"},"modified":"2025-10-09T12:29:16","modified_gmt":"2025-10-09T04:29:16","slug":"agentic-design-patterns%ef%bc%88%e3%80%8a%e6%99%ba%e8%83%bd%e4%bd%93%e8%ae%be%e8%ae%a1%e6%a8%a1%e5%bc%8f%e3%80%8b%ef%bc%89","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=6252","title":{"rendered":"Agentic Design Patterns\uff08\u300a\u667a\u80fd\u4f53\u8bbe\u8ba1\u6a21\u5f0f\u300b\uff09"},"content":{"rendered":"\n

Agentic Design Patterns<\/a><\/strong>\uff08\u300a\u667a\u80fd\u4f53\u8bbe\u8ba1\u6a21\u5f0f\u300b\uff09\uff0c\u4f5c\u8005\uff1aAntonio Gulli<\/a><\/p>\n\n\n\n

\u76ee\u5f55 – \u5171 424 \u9875 = 1+2+1+1+4+9+103+61+34+114+74+5+4 11<\/p>\n\n\n\n

Dedication\uff08\u81f4\u8c22\u8bcd\uff09\uff0c1 \u9875<\/p>\n\n\n\n

Acknowledgment\uff08\u81f4\u8c22\uff09\uff0c2 \u9875<\/p>\n\n\n\n

Foreword\uff08\u524d\u8a00\uff09\uff0c1 \u9875<\/p>\n\n\n\n

A Thought Leader’s Perspective: Power and Responsibility\uff08\u601d\u60f3\u9886\u8896\u7684\u89c6\u89d2\uff1a\u6743\u529b\u4e0e\u8d23\u4efb\uff09<\/p>\n\n\n\n

Introduction\uff08\u5bfc\u8bba\uff09\uff0c4 \u9875<\/p>\n\n\n\n

What makes an AI system an “agent”?\uff08\u662f\u4ec0\u4e48\u8ba9\u4e00\u4e2a AI \u7cfb\u7edf\u6210\u4e3a\u201c\u667a\u80fd\u4f53\u201d\uff1f\uff09\uff0c9 \u9875<\/p>\n\n\n\n

Part One\uff08\u7b2c\u4e00\u90e8\u5206\uff0c\u5408\u8ba1\uff1a103 \u9875\uff09<\/p>\n\n\n\n

    \n
  1. Chapter 1: Prompt Chaining\uff08\u63d0\u793a\u94fe\uff09\uff08\u4ee3\u7801\uff09\uff0c12 \u9875<\/li>\n\n\n\n
  2. Chapter 2: Routing\uff08\u8def\u7531\uff09\uff08\u4ee3\u7801\uff09\uff0c13 \u9875<\/li>\n\n\n\n
  3. Chapter 3: Parallelization\uff08\u5e76\u884c\u5316\uff09\uff08\u4ee3\u7801\uff09\uff0c15 \u9875<\/li>\n\n\n\n
  4. Chapter 4: Reflection\uff08\u53cd\u601d\/\u81ea\u68c0\uff09\uff08\u4ee3\u7801\uff09\uff0c13 \u9875<\/li>\n\n\n\n
  5. Chapter 5: Tool Use\uff08\u5de5\u5177\u4f7f\u7528\uff09\uff08\u4ee3\u7801\uff09\uff0c20 \u9875<\/li>\n\n\n\n
  6. Chapter 6: Planning\uff08\u89c4\u5212\uff09\uff08\u4ee3\u7801\uff09\uff0c13 \u9875<\/li>\n\n\n\n
  7. Chapter 7: Multi-Agent\uff08\u591a\u667a\u80fd\u4f53\uff09\uff08\u4ee3\u7801\uff09\uff0c17 \u9875<\/li>\n<\/ol>\n\n\n\n

    Part Two\uff08\u7b2c\u4e8c\u90e8\u5206\uff0c\u5408\u8ba1\uff1a61 \u9875\uff09<\/p>\n\n\n\n

      \n
    1. Chapter 8: Memory Management\uff08\u8bb0\u5fc6\u7ba1\u7406\uff09\uff08\u4ee3\u7801\uff09\uff0c21 \u9875<\/li>\n\n\n\n
    2. Chapter 9: Learning and Adaptation\uff08\u5b66\u4e60\u4e0e\u81ea\u9002\u5e94\uff09\uff08\u4ee3\u7801\uff09\uff0c12 \u9875<\/li>\n\n\n\n
    3. Chapter 10: Model Context Protocol\uff08MCP\uff0c\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\uff09\uff08\u4ee3\u7801\uff09\uff0c16 \u9875<\/li>\n\n\n\n
    4. Chapter 11: Goal Setting and Monitoring\uff08\u76ee\u6807\u8bbe\u5b9a\u4e0e\u76d1\u63a7\uff09\uff08\u4ee3\u7801\uff09\uff0c12 \u9875<\/li>\n<\/ol>\n\n\n\n

      Part Three\uff08\u7b2c\u4e09\u90e8\u5206\uff0c\u5408\u8ba1\uff1a34 \u9875\uff09<\/p>\n\n\n\n

        \n
      1. Chapter 12: Exception Handling and Recovery\uff08\u5f02\u5e38\u5904\u7406\u4e0e\u6062\u590d\uff09\uff08\u4ee3\u7801\uff09\uff0c8 \u9875<\/li>\n\n\n\n
      2. Chapter 13: Human-in-the-Loop\uff08\u4eba\u7c7b\u5728\u73af\uff09\uff08\u4ee3\u7801\uff09\uff0c9 \u9875<\/li>\n\n\n\n
      3. Chapter 14: Knowledge Retrieval\uff08RAG\uff0c\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\uff08\u4ee3\u7801\uff09\uff0c17 \u9875<\/li>\n<\/ol>\n\n\n\n

        Part Four\uff08\u7b2c\u56db\u90e8\u5206\uff0c\u5408\u8ba1\uff1a114 \u9875\uff09<\/p>\n\n\n\n

          \n
        1. Chapter 15: Inter-Agent Communication\uff08A2A\uff0c\u667a\u80fd\u4f53\u95f4\u901a\u4fe1\uff09\uff08\u4ee3\u7801\uff09\uff0c15 \u9875<\/li>\n\n\n\n
        2. Chapter 16: Resource-Aware Optimization\uff08\u8d44\u6e90\u611f\u77e5\u4f18\u5316\uff09\uff08\u4ee3\u7801\uff09\uff0c15 \u9875<\/li>\n\n\n\n
        3. Chapter 17: Reasoning Techniques\uff08\u63a8\u7406\u6280\u672f\uff09\uff08\u4ee3\u7801\uff09\uff0c24 \u9875<\/li>\n\n\n\n
        4. Chapter 18: Guardrails \/ Safety Patterns\uff08\u62a4\u680f\/\u5b89\u5168\u6a21\u5f0f\uff09\uff08\u4ee3\u7801\uff09\uff0c19 \u9875<\/li>\n\n\n\n
        5. Chapter 19: Evaluation and Monitoring\uff08\u8bc4\u4f30\u4e0e\u76d1\u6d4b\uff09\uff08\u4ee3\u7801\uff09\uff0c18 \u9875<\/li>\n\n\n\n
        6. Chapter 20: Prioritization\uff08\u4f18\u5148\u7ea7\u7ba1\u7406\uff09\uff08\u4ee3\u7801\uff09\uff0c10 \u9875<\/li>\n\n\n\n
        7. Chapter 21: Exploration and Discovery\uff08\u63a2\u7d22\u4e0e\u53d1\u73b0\uff09\uff08\u4ee3\u7801\uff09\uff0c13 \u9875<\/li>\n<\/ol>\n\n\n\n

          Appendix\uff08\u9644\u5f55\uff0c\u5408\u8ba1\uff1a74 \u9875\uff09<\/p>\n\n\n\n

            \n
          1. Appendix A: Advanced Prompting Techniques\uff08\u9ad8\u7ea7\u63d0\u793a\u5de5\u7a0b\u6280\u672f\uff09\uff0c28 \u9875<\/li>\n\n\n\n
          2. Appendix B: AI Agentic \u2026\u2026\uff1aFrom GUI to Real-World Environment\uff08\u4ece\u56fe\u5f62\u754c\u9762\u5230\u771f\u5b9e\u4e16\u754c\u73af\u5883\uff09\uff0c6 \u9875<\/li>\n\n\n\n
          3. Appendix C: Quick Overview of Agentic Frameworks\uff08\u667a\u80fd\u4f53\u6846\u67b6\u901f\u89c8\uff09\uff0c8 \u9875<\/li>\n\n\n\n
          4. Appendix D: Building an Agent with AgentSpace\uff08\u5728\u7ebf\uff09\uff0c6 \u9875<\/li>\n\n\n\n
          5. Appendix E: AI Agents on the CLI\uff08\u547d\u4ee4\u884c\u4e2d\u7684 AI \u667a\u80fd\u4f53\uff0c\u5728\u7ebf\uff09\uff0c5 \u9875<\/li>\n\n\n\n
          6. Appendix F: Under the Hood: An Inside Look at the Agents\u2019 Reasoning Engines\uff08\u5e55\u540e\uff1a\u8d70\u8fd1\u667a\u80fd\u4f53\u63a8\u7406\u5f15\u64ce\u5185\u90e8\uff09\uff0c14 \u9875<\/li>\n\n\n\n
          7. Appendix G: Coding Agents\uff08\u7f16\u5199\u667a\u80fd\u4f53\uff09\uff0c7 \u9875<\/li>\n<\/ol>\n\n\n\n

            Conclusion\uff08\u7ed3\u8bba\uff09\uff0c5 \u9875
            Glossary\uff08\u672f\u8bed\u8868\uff09\uff0c3 \u9875<\/p>\n","protected":false},"excerpt":{"rendered":"

            Agentic Design Patterns\uff08\u300a\u667a\u80fd\u4f53\u8bbe\u8ba1\u6a21\u5f0f\u300b\uff09\uff0c\u4f5c\u8005\uff1aAntonio Gulli \u76ee\u5f55 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[8,7],"tags":[39,94],"class_list":["post-6252","post","type-post","status-publish","format-standard","hentry","category-tech","category-7","tag-ai","tag-agentic-ai"],"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"NullThought","author_link":"https:\/\/nullthought.net\/?author=1"},"rttpg_comment":0,"rttpg_category":"Tech<\/a> \u8bfb\u4e66<\/a>","rttpg_excerpt":"Agentic Design Patterns\uff08\u300a\u667a\u80fd\u4f53\u8bbe\u8ba1\u6a21\u5f0f\u300b\uff09\uff0c\u4f5c\u8005\uff1aAntonio Gulli \u76ee\u5f55 …","_links":{"self":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/6252","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6252"}],"version-history":[{"count":1,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/6252\/revisions"}],"predecessor-version":[{"id":6253,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/6252\/revisions\/6253"}],"wp:attachment":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6252"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6252"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6252"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}