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  {
    "id": "autogen-docs-1",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/tutorial/agents.html",
    "excerpt": "AssistantAgent is a built-in agent that uses a language model and has the ability to use tools.",
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  },
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    "id": "autogen-docs-2",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/tutorial/teams.html",
    "excerpt": "RoundRobinGroupChat is a simple yet effective team configuration where all agents share the same context and take turns responding in a round-robin fashion.",
    "fetchedAt": "2026-09-04T21:01:04.827Z"
  },
  {
    "id": "autogen-docs-3",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/tutorial/human-in-the-loop.html",
    "excerpt": "The UserProxyAgent is a special built-in agent that acts as a proxy for a user to provide feedback to the team.",
    "fetchedAt": "2026-09-04T21:01:04.827Z"
  },
  {
    "id": "autogen-docs-4",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/autogenstudio-user-guide/index.html",
    "excerpt": "A visual interface for creating agent teams through declarative specification (JSON) or drag-and-drop",
    "fetchedAt": "2026-09-04T21:01:04.827Z"
  },
  {
    "id": "autogen-docs-5",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/autogenstudio-user-guide/index.html",
    "excerpt": "Export and run teams in python code",
    "fetchedAt": "2026-09-04T21:01:04.827Z"
  },
  {
    "id": "autogen-docs-6",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/index.html",
    "excerpt": "How to migrate from AutoGen 0.2.x to 0.4.x.",
    "fetchedAt": "2026-09-04T21:01:04.827Z"
  },
  {
    "id": "autogen-gh-1",
    "tier": "github",
    "url": "https://github.com/microsoft/autogen",
    "excerpt": "pip install -U \"autogen-agentchat\" \"autogen-ext[openai]\"",
    "fetchedAt": "2026-09-04T21:01:04.827Z"
  },
  {
    "id": "autogen-gh-2",
    "tier": "github",
    "url": "https://github.com/microsoft/autogen",
    "excerpt": "Create a web browsing assistant agent that uses the Playwright MCP server.",
    "fetchedAt": "2026-09-04T21:01:04.827Z"
  },
  {
    "id": "autogen-gh-3",
    "tier": "github",
    "url": "https://github.com/microsoft/autogen",
    "excerpt": "You can use `AgentTool` to create a basic multi-agent orchestration setup.",
    "fetchedAt": "2026-09-04T21:01:04.827Z"
  },
  {
    "id": "autogen-docs-7",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/autogenstudio-user-guide/index.html",
    "excerpt": "Interactive environment for testing and running agent teams",
    "fetchedAt": "2026-09-04T21:02:54.217Z"
  },
  {
    "id": "autogen-docs-8",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/autogenstudio-user-guide/index.html",
    "excerpt": "Central hub for discovering and importing community-created components",
    "fetchedAt": "2026-09-04T21:02:54.217Z"
  },
  {
    "id": "autogen-docs-9",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/installation.html",
    "excerpt": "pip install -U \"autogen-agentchat\"",
    "fetchedAt": "2026-09-04T21:02:54.217Z"
  },
  {
    "id": "autogen-docs-10",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/index.html",
    "excerpt": "Create your own agents with custom behaviors",
    "fetchedAt": "2026-09-04T21:02:54.217Z"
  },
  {
    "id": "autogen-docs-11",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/index.html",
    "excerpt": "Multi-agent coordination through a shared context and centralized, customizable selector",
    "fetchedAt": "2026-09-04T21:02:54.217Z"
  },
  {
    "id": "autogen-docs-12",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/index.html",
    "excerpt": "Multi-agent coordination through a shared context and localized, tool-based selector",
    "fetchedAt": "2026-09-04T21:02:54.217Z"
  },
  {
    "id": "autogen-docs-13",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/index.html",
    "excerpt": "Multi-agent workflows through a directed graph of agents.",
    "fetchedAt": "2026-09-04T21:02:54.217Z"
  },
  {
    "id": "autogen-docs-14",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/index.html",
    "excerpt": "Add memory capabilities to your agents",
    "fetchedAt": "2026-09-04T21:02:54.217Z"
  },
  {
    "id": "autogen-docs-15",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/tutorial/teams.html",
    "excerpt": "SelectorGroupChat: A team that selects the next speaker using a ChatCompletion model after each message.",
    "fetchedAt": "2026-09-16T01:40:06.714Z"
  },
  {
    "id": "autogen-docs-16",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/tutorial/teams.html",
    "excerpt": "Swarm: A team that uses HandoffMessage to signal transitions between agents.",
    "fetchedAt": "2026-09-16T01:40:06.714Z"
  },
  {
    "id": "autogen-docs-17",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/autogenstudio-user-guide/index.html",
    "excerpt": "Export and run teams in python code\n\n*   Setup and test endpoints based on a team configuration\n\n*   Run teams in a docker container",
    "fetchedAt": "2026-09-16T01:40:06.714Z"
  },
  {
    "id": "autogen-docs-18",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/index.html",
    "excerpt": "GraphFlow: Multi-agent workflows through a directed graph of agents.",
    "fetchedAt": "2026-09-16T01:40:06.714Z"
  },
  {
    "id": "autogen-docs-19",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/index.html",
    "excerpt": "Memory: Add memory capabilities to your agents",
    "fetchedAt": "2026-09-16T01:40:06.714Z"
  },
  {
    "id": "autogen-docs-20",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/index.html",
    "excerpt": "Serialize Components: Serialize and deserialize components",
    "fetchedAt": "2026-09-16T01:40:06.714Z"
  },
  {
    "id": "autogen-docs-21",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/index.html",
    "excerpt": "Logging: Log traces and internal messages",
    "fetchedAt": "2026-09-16T01:40:06.714Z"
  },
  {
    "id": "autogen-docs-22",
    "tier": "claimed-docs",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/index.html",
    "excerpt": "Migration Guide: How to migrate from AutoGen 0.2.x to 0.4.x.",
    "fetchedAt": "2026-09-16T01:40:06.714Z"
  },
  {
    "id": "autogen-comm-1",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=37926741",
    "excerpt": "Are these 'safer' than using langchain-based agents that directly execute (arbitrary!) Python code? That was always my main issue with langchain",
    "fetchedAt": "2026-09-04T21:04:17.860Z"
  },
  {
    "id": "autogen-comm-2",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=37926741",
    "excerpt": "i noticed autogen creates a new docker container each time code is executed by agents (default behaviour, can be turned off), so it's safe as you think docker is safe",
    "fetchedAt": "2026-09-04T21:04:17.860Z"
  },
  {
    "id": "autogen-comm-3",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=37926741",
    "excerpt": "Have been working with this and very impressed so far - it's a step ahead of LangChain agents and seems to be receiving more attention/development than LangChain was interested in committing to agents.",
    "fetchedAt": "2026-09-04T21:04:17.860Z"
  },
  {
    "id": "autogen-comm-4",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=37926741",
    "excerpt": "FWIW the 'group research' and 'chess' examples from the notebooks folder in their repo have been the best for explaining the utility of this tech to others - the meme generator does a good job showing functions stripped down but misses a lot of the important bits",
    "fetchedAt": "2026-09-04T21:04:17.860Z"
  },
  {
    "id": "autogen-comm-5",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=37926741",
    "excerpt": "Anyone trying this - Please note the python package is called pyautogen",
    "fetchedAt": "2026-09-04T21:04:17.860Z"
  },
  {
    "id": "autogen-comm-6",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=37926741",
    "excerpt": "However from his examples (and his own admission) it seems that AutoGen isn't benefitting from full GPT4-level performance even tho he's pointed it directly at OpenAI GPT4 (and other LLMs). The back and forth between the agents does not produce great results even tho similar prompts pumped directly into ChatGPT seem to give better results.",
    "fetchedAt": "2026-09-04T21:04:17.860Z"
  },
  {
    "id": "autogen-comm-7",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=37926741",
    "excerpt": "The breakthrough I've had is realizing how important it is to control the conversation between agents. Just like in our work environments and in our relationships, HOW conversations occur largely determines the impact of the conversation. With or without AutoGen",
    "fetchedAt": "2026-09-04T21:04:17.860Z"
  },
  {
    "id": "autogen-probe-1",
    "tier": "probe",
    "url": "https://microsoft.github.io/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 404 at https://microsoft.github.io/llms.txt",
    "fetchedAt": "2026-09-16T01:40:07.812Z"
  },
  {
    "id": "autogen-probe-2",
    "tier": "probe",
    "url": "https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/index.html.md",
    "excerpt": "PROBE docs-md: HTTP 404 at https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/index.html.md",
    "fetchedAt": "2026-09-16T01:40:07.812Z"
  },
  {
    "id": "autogen-probe-3",
    "tier": "probe",
    "url": "https://microsoft.github.io/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://microsoft.github.io/openapi.json, https://microsoft.github.io/swagger.json, https://microsoft.github.io/api/openapi.json, https://microsoft.github.io/.well-known/openapi.json)",
    "fetchedAt": "2026-09-16T01:40:07.812Z"
  }
]