Agentic Systems

References

  1. Agent Discovery — Agent2Agent (A2A) Protocol — accessed 2026-06-23
  2. A2A and MCP — Agent2Agent (A2A) Protocol — accessed 2026-06-23
  3. A2A Protocol — Agent Discovery — accessed 2026-06-23
  4. Google Cloud donates A2A to Linux Foundation — Google Developers Blog — accessed 2026-06-23
  5. A2A Protocol — JSON-RPC 2.0 Transport (Specification §9) — accessed 2026-06-23
  6. Key Concepts — Agent2Agent (A2A) Protocol — accessed 2026-06-23
  7. Linux Foundation Launches the Agent2Agent Protocol Project — accessed 2026-06-23
  8. Linux Foundation Launches the Agent2Agent Protocol Project — accessed 2026-06-23
  9. Google Cloud donates A2A to Linux Foundation — Google Developers Blog — accessed 2026-06-23
  10. Agent2Agent (A2A) Protocol — Specification (v1.0, latest) — accessed 2026-06-23
  11. Agent2Agent (A2A) Protocol — Specification (v0.2.5) — accessed 2026-06-23
  12. Agent2Agent (A2A) Protocol — Specification (v0.3.0) — accessed 2026-06-23
  13. What's New in A2A v1.0 — Agent2Agent Protocol — accessed 2026-06-23
  14. ACP Joins Forces with A2A Under the Linux Foundation — i-am-bee Discussion #5 — accessed 2026-06-23
  15. ACP Core Concepts — Agent Detail — accessed 2026-06-23
  16. ACP How-To — Discover & Run Agent — accessed 2026-06-23
  17. Agent Communication Protocol — Welcome / Introduction — accessed 2026-06-23
  18. i-am-bee/acp — Agent Communication Protocol (GitHub) — accessed 2026-06-23
  19. What is Agent Communication Protocol (ACP)? — IBM Think — accessed 2026-06-23
  20. ACP Joins Forces with A2A Under the Linux Foundation's LF AI & Data — accessed 2026-06-23
  21. Agent Communication Protocol — Documentation Index (llms.txt) — accessed 2026-06-23
  22. ACP Core Concepts — Message Structure — accessed 2026-06-23
  23. A Survey of Agent Interoperability Protocols: MCP, ACP, A2A, and ANP — accessed 2026-06-23
  24. Agent Communication Protocol — Welcome / Introduction — accessed 2026-06-23
  25. Introduction to A2A — Agent Development Kit (ADK) — accessed 2026-06-23
  26. Quickstart Guide — AG2 (formerly AutoGen) — accessed 2026-06-23
  27. AgentBench: Evaluating LLMs as Agents — accessed 2026-06-23
  28. Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG (Singh et al., 2025) — accessed 2026-07-12
  29. AGNTCY Agent Directory Service — Architecture — accessed 2026-06-24
  30. AGNTCY Agent Directory — Overview — accessed 2026-06-23
  31. AGNTCY Documentation — Internet of Agents — accessed 2026-06-23
  32. AGNTCY Identity — Introduction (verifiable credentials, Agent Badges) — accessed 2026-06-24
  33. Linux Foundation Welcomes the AGNTCY Project — accessed 2026-06-23
  34. Linux Foundation Welcomes the AGNTCY Project to Standardize Open Multi-Agent System Infrastructure — accessed 2026-06-23
  35. Open Agentic Schema Framework (OASF) — Schema — accessed 2026-06-23
  36. Open Agentic Schema Framework (OASF) — Documentation — accessed 2026-06-24
  37. AGNTCY Observe SDK — Multi-Agentic System Observability — accessed 2026-06-24
  38. How the Agentic Resource Discovery specification helps agents find each other at enterprise scale — Outshift — accessed 2026-06-23
  39. Secure Low-Latency Interactive Messaging (SLIM) — Overview — accessed 2026-06-24
  40. Artificial Intelligence: A Modern Approach (Russell & Norvig, 4th US ed., Pearson, 2020) — Official Book Site — accessed 2026-07-09
  41. ANP Agent Description Protocol Specification — accessed 2026-06-23
  42. Agent Network Protocol Technical White Paper (arXiv:2508.00007) — accessed 2026-06-23
  43. ANP — DID:WBA Method Specification (HTTP authentication) — accessed 2026-06-23
  44. ANP — Agent Discovery Protocol Specification (Draft) — accessed 2026-06-24
  45. Agent Network Protocol (ANP) — Official Site — accessed 2026-06-23
  46. ANP — Agent Description Protocol Specification — accessed 2026-06-23
  47. Agent Network Protocol (ANP) — Technical White Paper — accessed 2026-06-23
  48. Agent Network Protocol White Paper — W3C AI Agent Protocol Community Group — accessed 2026-06-23
  49. Building Effective Agents (Anthropic) — accessed 2026-06-23
  50. Computer use tool (Claude Docs) — accessed 2026-07-12
  51. Effective context engineering for AI agents — Anthropic — accessed 2026-06-23
  52. Define tools (Claude Docs) — accessed 2026-06-23
  53. Building Effective AI Agents — Anthropic — accessed 2026-06-23
  54. Handle tool calls (Claude Docs) — accessed 2026-06-23
  55. Handling stop reasons (Claude Docs) — accessed 2026-06-23
  56. How tool use works (Claude Docs) — accessed 2026-06-23
  57. Introducing the Model Context Protocol (Anthropic) — accessed 2026-06-23
  58. How we built our multi-agent research system — Anthropic Engineering — accessed 2026-06-23
  59. Parallel tool use (Claude Docs) — accessed 2026-06-23
  60. Mitigating the risk of prompt injections in browser use — Anthropic — accessed 2026-06-23
  61. Tool use with Claude — Overview (Claude Docs) — accessed 2026-06-23
  62. AutoGen — Documentation (stable) — accessed 2026-06-23
  63. Group Chat design pattern — AutoGen (Microsoft) — accessed 2026-06-23
  64. GroupChat (speaker_selection_method) — AutoGen 0.2 AgentChat API Reference — accessed 2026-06-23
  65. Handoffs design pattern — AutoGen (Microsoft) — accessed 2026-06-23
  66. Building agents with the Claude Agent SDK — Claude Blog — accessed 2026-07-12
  67. Agent SDK overview — Claude Docs — accessed 2026-06-23
  68. Agents — CrewAI Documentation — accessed 2026-06-23
  69. Introduction — CrewAI Documentation — accessed 2026-06-23
  70. MCP Servers as Tools in CrewAI — CrewAI Documentation — accessed 2026-06-23
  71. Processes — CrewAI Documentation — accessed 2026-06-23
  72. JSON-RPC 2.0 Specification — accessed 2026-06-23
  73. Introducing ambient agents — LangChain Blog — accessed 2026-07-12
  74. Long-term memory — Docs by LangChain — accessed 2026-06-23
  75. Short-term memory — Docs by LangChain — accessed 2026-06-23
  76. OpenTelemetry (OTEL) for LLM Observability — Langfuse — accessed 2026-06-23
  77. Agentic RAG — LangGraph tutorial (Docs by LangChain) — accessed 2026-07-12
  78. Command: A new tool for building multi-agent architectures in LangGraph — LangChain Blog — accessed 2026-06-23
  79. LangGraph overview — Docs by LangChain — accessed 2026-06-23
  80. langchain-ai/langgraph — Build resilient agents (GitHub) — accessed 2026-06-23
  81. LangGraph: Multi-Agent Workflows — LangChain Blog — accessed 2026-06-23
  82. Long-term Memory in LLM Applications — LangMem Conceptual Guide — accessed 2026-06-23
  83. LangSmith Observability — LangChain Docs — accessed 2026-06-23
  84. FunctionAgent / AgentWorkflow Basic Introduction — LlamaIndex — accessed 2026-06-23
  85. Using MCP Tools with LlamaIndex — LlamaIndex Documentation — accessed 2026-06-23
  86. Introducing the Model Context Protocol — Anthropic — accessed 2026-06-23
  87. Model Context Protocol — Architecture (2025-06-18) — accessed 2026-06-23
  88. Model Context Protocol — Authorization (Base Protocol, 2025-11-25) — accessed 2026-06-23
  89. Model Context Protocol — Specification (2025-06-18) — accessed 2026-06-23
  90. Model Context Protocol — Architecture — accessed 2026-06-23
  91. Model Context Protocol — Base Protocol Overview — accessed 2026-06-23
  92. Model Context Protocol — Key Changes (2025-06-18 changelog) — accessed 2026-06-23
  93. Model Context Protocol — Lifecycle — accessed 2026-06-23
  94. Model Context Protocol — Prompts — accessed 2026-06-23
  95. Model Context Protocol — Resources — accessed 2026-06-23
  96. Model Context Protocol — Tools — accessed 2026-06-23
  97. Model Context Protocol — Transports — accessed 2026-06-23
  98. Tools — Model Context Protocol Specification (2025-06-18) — accessed 2026-06-23
  99. Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena — accessed 2026-06-23
  100. NVIDIA AI-Q Blueprint — deep research agent reference example (GitHub) — accessed 2026-07-12
  101. OpenAI Agents SDK — Agents — accessed 2026-06-23
  102. A Practical Guide to Building Agents — OpenAI (PDF) — accessed 2026-07-09
  103. OpenAI Agents SDK — Handoffs — accessed 2026-06-23
  104. Orchestrating multiple agents — OpenAI Agents SDK — accessed 2026-06-23
  105. OpenAI Agents SDK — Overview — accessed 2026-06-23
  106. Computer use — OpenAI API documentation — accessed 2026-07-12
  107. Deep research — OpenAI API documentation — accessed 2026-07-12
  108. Vector embeddings — OpenAI API documentation — accessed 2026-06-23
  109. Function calling (OpenAI API) — accessed 2026-06-23
  110. Structured model outputs (OpenAI API) — accessed 2026-06-23
  111. OpenAI Swarm (experimental, educational multi-agent orchestration) — accessed 2026-06-23
  112. Semantic Conventions for GenAI agent and framework spans — OpenTelemetry — accessed 2026-06-23
  113. Gen AI attributes registry — OpenTelemetry Semantic Conventions — accessed 2026-06-23
  114. open-telemetry/semantic-conventions-genai — maintained GenAI semantic conventions registry — accessed 2026-06-23
  115. Semantic conventions for generative AI client spans — OpenTelemetry — accessed 2026-06-23
  116. OWASP Top 10 for LLM Applications 2025 — accessed 2026-06-23
  117. LLM06:2025 Excessive Agency — OWASP Top 10 for LLM Applications — accessed 2026-06-23
  118. Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models (Wang et al., 2023) — accessed 2026-06-23
  119. Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks (Lewis et al., NeurIPS 2020) — accessed 2026-06-23
  120. ReAct: Synergizing Reasoning and Acting in Language Models (Yao et al., 2022/2023) — accessed 2026-06-23
  121. Reflexion: Language Agents with Verbal Reinforcement Learning (Shinn et al., 2023) — accessed 2026-06-23
  122. Semantic Kernel Agent Framework — Microsoft Learn — accessed 2026-06-23
  123. Introduction to Agents (agency is a spectrum) — Hugging Face smolagents conceptual guide — accessed 2026-07-09
  124. SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering (Yang et al., 2024) — accessed 2026-07-12
  125. SWE-bench: Can Language Models Resolve Real-World GitHub Issues? — accessed 2026-06-23
  126. Introducing SWE-bench Verified — OpenAI — accessed 2026-06-23
  127. tau-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains — accessed 2026-06-23
  128. The lethal trifecta for AI agents — Simon Willison — accessed 2026-06-23
  129. Prompt injection attacks against GPT-3 — Simon Willison — accessed 2026-06-23