anthropic-v0712.span-tree.txt

span_tree:
└── anthropic-instrumentation-root [task]
    metadata: {
      "scenario": "anthropic-instrumentation",
      "testRunId": "<run:1>"
    }
    ├── anthropic-create-operation
    │   metadata: {
    │     "operation": "create",
    │     "testRunId": "<run:1>"
    │   }
    │   └── anthropic.messages.create [llm]
    │       input: [
    │         {
    │           "content": "Reply with exactly OK.",
    │           "role": "user"
    │         }
    │       ]
    │       output: {
    │         "content": [
    │           {
    │             "text": "OK",
    │             "type": "text"
    │           }
    │         ],
    │         "role": "assistant"
    │       }
    │       metadata: {
    │         "max_tokens": 24,
    │         "model": "claude-haiku-4-5",
    │         "provider": "anthropic",
    │         "stop_reason": "end_turn",
    │         "stop_sequence": null,
    │         "temperature": 0
    │       }
    │       metrics: {
    │         "completion_tokens": 4,
    │         "prompt_cache_creation_tokens": 0,
    │         "prompt_cached_tokens": 0,
    │         "prompt_tokens": 12,
    │         "time_to_first_token": 0,
    │         "tokens": 16
    │       }
    ├── anthropic-system-blocks-operation
    │   metadata: {
    │     "operation": "system-blocks",
    │     "testRunId": "<run:1>"
    │   }
    │   └── anthropic.messages.create [llm]
    │       input: [
    │         {
    │           "content": [
    │             {
    │               "text": "translate to english",
    │               "type": "text"
    │             },
    │             {
    │               "text": "remove all punctuation",
    │               "type": "text"
    │             },
    │             {
    │               "text": "only the answer no other text",
    │               "type": "text"
    │             }
    │           ],
    │           "role": "system"
    │         },
    │         {
    │           "content": "Bonjour mon ami!",
    │           "role": "user"
    │         }
    │       ]
    │       output: {
    │         "content": [
    │           {
    │             "text": "Hello my friend",
    │             "type": "text"
    │           }
    │         ],
    │         "role": "assistant"
    │       }
    │       metadata: {
    │         "max_tokens": 24,
    │         "model": "claude-haiku-4-5",
    │         "provider": "anthropic",
    │         "stop_reason": "end_turn",
    │         "stop_sequence": null,
    │         "temperature": 0
    │       }
    │       metrics: {
    │         "completion_tokens": 6,
    │         "prompt_cache_creation_tokens": 0,
    │         "prompt_cached_tokens": 0,
    │         "prompt_tokens": 30,
    │         "time_to_first_token": 0,
    │         "tokens": 36
    │       }
    ├── anthropic-create-with-response-operation
    │   metadata: {
    │     "operation": "create-with-response",
    │     "testRunId": "<run:1>"
    │   }
    │   └── anthropic.messages.create [llm]
    │       input: [
    │         {
    │           "content": "Reply with exactly WITH_RESPONSE.",
    │           "role": "user"
    │         }
    │       ]
    │       output: {
    │         "content": [
    │           {
    │             "text": "WITH_RESPONSE",
    │             "type": "text"
    │           }
    │         ],
    │         "role": "assistant"
    │       }
    │       metadata: {
    │         "max_tokens": 24,
    │         "model": "claude-haiku-4-5",
    │         "provider": "anthropic",
    │         "stop_reason": "end_turn",
    │         "stop_sequence": null,
    │         "temperature": 0
    │       }
    │       metrics: {
    │         "completion_tokens": 7,
    │         "prompt_cache_creation_tokens": 0,
    │         "prompt_cached_tokens": 0,
    │         "prompt_tokens": 15,
    │         "time_to_first_token": 0,
    │         "tokens": 22
    │       }
    ├── anthropic-attachment-operation
    │   metadata: {
    │     "operation": "attachment",
    │     "testRunId": "<run:1>"
    │   }
    │   └── anthropic.messages.create [llm]
    │       input: [
    │         {
    │           "content": [
    │             {
    │               "text": "Describe the attached image in one short sentence.",
    │               "type": "text"
    │             },
    │             {
    │               "source": {
    │                 "data": {
    │                   "content_type": "image/png",
    │                   "filename": "image.png",
    │                   "key": "<uuid:1>",
    │                   "type": "braintrust_attachment"
    │                 },
    │                 "media_type": "image/png",
    │                 "type": "base64"
    │               },
    │               "type": "image"
    │             }
    │           ],
    │           "role": "user"
    │         }
    │       ]
    │       output: {
    │         "content": [
    │           {
    │             "text": "A majestic sailing ship battles through towering waves and lightning-filled storm clouds in this dramatic seascape.",
    │             "type": "text"
    │           }
    │         ],
    │         "role": "assistant"
    │       }
    │       metadata: {
    │         "max_tokens": 32,
    │         "model": "claude-haiku-4-5",
    │         "provider": "anthropic",
    │         "stop_reason": "end_turn",
    │         "stop_sequence": null,
    │         "temperature": 0
    │       }
    │       metrics: {
    │         "completion_tokens": 27,
    │         "prompt_cache_creation_tokens": 0,
    │         "prompt_cached_tokens": 0,
    │         "prompt_tokens": 1389,
    │         "time_to_first_token": 0,
    │         "tokens": 1416
    │       }
    ├── anthropic-stream-operation
    │   metadata: {
    │     "operation": "stream",
    │     "testRunId": "<run:1>"
    │   }
    │   └── anthropic.messages.create [llm]
    │       input: [
    │         {
    │           "content": "Count from 1 to 3 and include the words one two three.",
    │           "role": "user"
    │         }
    │       ]
    │       output: "1 one\n2 two\n3 three"
    │       metadata: {
    │         "max_tokens": 32,
    │         "model": "claude-haiku-4-5",
    │         "provider": "anthropic",
    │         "stop_details": null,
    │         "stop_reason": "end_turn",
    │         "stop_sequence": null,
    │         "stream": true,
    │         "temperature": 0
    │       }
    │       metrics: {
    │         "completion_tokens": 15,
    │         "prompt_cache_creation_tokens": 0,
    │         "prompt_cached_tokens": 0,
    │         "prompt_tokens": 24,
    │         "time_to_first_token": 0,
    │         "tokens": 39
    │       }
    ├── anthropic-stream-with-response-operation
    │   metadata: {
    │     "operation": "stream-with-response",
    │     "testRunId": "<run:1>"
    │   }
    │   └── anthropic.messages.create [llm]
    │       input: [
    │         {
    │           "content": "Count from 1 to 3 and include the words one two three.",
    │           "role": "user"
    │         }
    │       ]
    │       output: "1 one\n2 two\n3 three"
    │       metadata: {
    │         "max_tokens": 32,
    │         "model": "claude-haiku-4-5",
    │         "provider": "anthropic",
    │         "stop_details": null,
    │         "stop_reason": "end_turn",
    │         "stop_sequence": null,
    │         "stream": true,
    │         "temperature": 0
    │       }
    │       metrics: {
    │         "completion_tokens": 15,
    │         "prompt_cache_creation_tokens": 0,
    │         "prompt_cached_tokens": 0,
    │         "prompt_tokens": 24,
    │         "time_to_first_token": 0,
    │         "tokens": 39
    │       }
    ├── anthropic-stream-tool-operation
    │   metadata: {
    │     "operation": "stream-tool",
    │     "testRunId": "<run:1>"
    │   }
    │   └── anthropic.messages.create [llm]
    │       input: [
    │         {
    │           "content": "Use the get_weather tool for Paris, France. Do not answer from memory.",
    │           "role": "user"
    │         }
    │       ]
    │       output: {
    │         "content": [
    │           {
    │             "id": "<span:1>",
    │             "input": {
    │               "location": "Paris, France"
    │             },
    │             "name": "get_weather",
    │             "type": "tool_use"
    │           }
    │         ],
    │         "role": "assistant"
    │       }
    │       metadata: {
    │         "max_tokens": 128,
    │         "model": "claude-haiku-4-5",
    │         "provider": "anthropic",
    │         "stop_details": null,
    │         "stop_reason": "tool_use",
    │         "stop_sequence": null,
    │         "stream": true,
    │         "temperature": 0,
    │         "tool_choice": {
    │           "disable_parallel_tool_use": true,
    │           "name": "get_weather",
    │           "type": "tool"
    │         },
    │         "tools": [
    │           {
    │             "description": "Get the current weather in a given location",
    │             "input_schema": {
    │               "properties": {
    │                 "location": {
    │                   "description": "The city and state or city and country",
    │                   "type": "string"
    │                 }
    │               },
    │               "required": [
    │                 "location"
    │               ],
    │               "type": "object"
    │             },
    │             "name": "get_weather"
    │           }
    │         ]
    │       }
    │       metrics: {
    │         "completion_tokens": 26,
    │         "prompt_cache_creation_tokens": 0,
    │         "prompt_cached_tokens": 0,
    │         "prompt_tokens": 687,
    │         "time_to_first_token": 0,
    │         "tokens": 713
    │       }
    ├── anthropic-tool-operation
    │   metadata: {
    │     "operation": "tool",
    │     "testRunId": "<run:1>"
    │   }
    │   └── anthropic.messages.create [llm]
    │       input: [
    │         {
    │           "content": "Use the get_weather tool for Paris, France. Do not answer from memory.",
    │           "role": "user"
    │         }
    │       ]
    │       output: {
    │         "content": [
    │           {
    │             "caller": {
    │               "type": "direct"
    │             },
    │             "id": "<span:1>",
    │             "input": {
    │               "location": "Paris, France"
    │             },
    │             "name": "get_weather",
    │             "type": "tool_use"
    │           }
    │         ],
    │         "role": "assistant"
    │       }
    │       metadata: {
    │         "max_tokens": 128,
    │         "model": "claude-haiku-4-5",
    │         "provider": "anthropic",
    │         "stop_reason": "tool_use",
    │         "stop_sequence": null,
    │         "temperature": 0,
    │         "tools": [
    │           {
    │             "description": "Get the current weather in a given location",
    │             "input_schema": {
    │               "properties": {
    │                 "location": {
    │                   "description": "The city and state or city and country",
    │                   "type": "string"
    │                 }
    │               },
    │               "required": [
    │                 "location"
    │               ],
    │               "type": "object"
    │             },
    │             "name": "get_weather"
    │           }
    │         ]
    │       }
    │       metrics: {
    │         "completion_tokens": 56,
    │         "prompt_cache_creation_tokens": 0,
    │         "prompt_cached_tokens": 0,
    │         "prompt_tokens": 589,
    │         "time_to_first_token": 0,
    │         "tokens": 645
    │       }
    ├── anthropic-server-tool-use-operation
    │   metadata: {
    │     "operation": "server-tool-use",
    │     "testRunId": "<run:1>"
    │   }
    │   └── anthropic.messages.create [llm]
    │       input: [
    │         {
    │           "content": "Use web_search to find one recent AI SDK release headline and return one short sentence.",
    │           "role": "user"
    │         }
    │       ]
    │       output: {
    │         "content": [
    │           {
    │             "id": "<span:1>",
    │             "input": {
    │               "query": "AI SDK release 2026"
    │             },
    │             "name": "web_search",
    │             "type": "server_tool_use"
    │           },
    │           {
    │             "caller": {
    │               "type": "direct"
    │             },
    │             "content": [
    │               {
    │                 "encrypted_content": "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",
    │                 "page_age": null,
    │                 "title": "Releases · vercel/ai",
    │                 "type": "web_search_result",
    │                 "url": "https://github.com/vercel/ai/releases"
    │               },
    │               {
    │                 "encrypted_content": 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    │                 "page_age": null,
    │                 "title": "Release Notes | SAP Cloud SDK for AI",
    │                 "type": "web_search_result",
    │                 "url": "https://sap.github.io/ai-sdk/docs/js/release-notes"
    │               },
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    │                 "page_age": "1 week ago",
    │                 "title": "Vercel AI SDK Updates by Vercel - May 2026 - Releasebot",
    │                 "type": "web_search_result",
    │                 "url": "https://releasebot.io/updates/vercel/vercel-ai"
    │               },
    │               {
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    │                 "page_age": "<timestamp>",
    │                 "title": "The next evolution of the Agents SDK | OpenAI",
    │                 "type": "web_search_result",
    │                 "url": "https://openai.com/index/the-next-evolution-of-the-agents-sdk/"
    │               },
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    │                 "page_age": null,
    │                 "title": "AI SDK",
    │                 "type": "web_search_result",
    │                 "url": "https://ai-sdk.dev/"
    │               },
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    │                 "page_age": "1 week ago",
    │                 "title": "Semantic Kernel: Microsoft's AI SDK Reaches 27,912 Stars in 2026 | is4.ai",
    │                 "type": "web_search_result",
    │                 "url": "https://is4.ai/blog/our-blog-1/semantic-kernel-microsoft-ai-framework-2026-426"
    │               },
    │               {
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xqLHsDr1L3cQVCdyT1CRKxCswE6RJWbl++HXLM5ZF2IaAhw+Z1g34FTFvf2wppc1n8OxK1g+EoLjrCQnS9N7QSpX+a1L+VIsHLVud0a071TzstwoUytMfIk4W7BSldoKohM8CNGSzM5ZSPlnqJXxqhLUECntQCq/FQ2ow2kUWtl183NW9ecgZtcf3qUafKM9Koz5wzh16QzEJX+4ksLTa1BG4lQnydy9/e73cWbXW/MO9za4p5aW7AehTTCOQGI6o/n8X/+GQpeYuTWKHgw+SZ+DCzXZSIf7hUbZyQNkt9aIJZrdUboMiragLbFWV0AENK7gBKd1XVOoDb8Gzo12PVbd9rYS9kd8WAgNOMu8N7kHT6zJN2BgD",
    │                 "page_age": "1 week ago",
    │                 "title": "AI News Digest, <timestamp>: AI SDK Consolidation Hits the Toolchain",
    │                 "type": "web_search_result",
    │                 "url": "https://asanify.com/blog/news/ai-sdk-consolidation-may-19-2026/"
    │               },
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iEl6wCHJ08NF6+5THh388zJ6aq4YY+hJkorYlTpK8R14MuWYEAXjmfIHUlQB5lXYdMSpem2DRQOFQHC/HkPpzcdyHXVahpMOZv+0GhvAINblpJkRsYncMW28y/Hrrt+TChKx3rMTfdEBci/L7IT70tr4yxDTZxBO0y8fuTVAOn8UVnn4XFtIDyM3ZrVuVyCZ2HqkfIKUBLc8kRfOMUPnCgSgUnYZtbiUhCunnsNnkFavP0JCXT+9FJQZ8iWDuAc3e6xgD",
    │                 "page_age": "<timestamp>",
    │                 "title": "Tether Launches QVAC SDK as the AI Universal Building Block that Runs, Trains, and Evolves Intelligence Across any Device and Platform - Tether.io",
    │                 "type": "web_search_result",
    │                 "url": "https://tether.io/news/tether-launches-qvac-sdk-as-the-ai-universal-building-block-that-runs-trains-and-evolves-intelligence-across-any-device-and-platform/"
    │               },
    │               {
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    │                 "page_age": "<timestamp>",
    │                 "title": "AI SDK 5 - Vercel",
    │                 "type": "web_search_result",
    │                 "url": "https://vercel.com/blog/ai-sdk-5"
    │               },
    │               {
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    │                 "page_age": "1 week ago",
    │                 "title": "Anthropic has acquired the dev tools startup used by OpenAI, Google, and Cloudflare | TechCrunch",
    │                 "type": "web_search_result",
    │                 "url": "https://techcrunch.com/<timestamp>/anthropic-has-acquired-the-dev-tools-startup-used-by-openai-google-and-cloudflare/"
    │               }
    │             ],
    │             "tool_use_id": "srvtoolu_01SGczTdT1jPaDZXPfA1Ru3Y",
    │             "type": "web_search_tool_result"
    │           },
    │           {
    │             "citations": [
    │               {
    │                 "cited_text": "[email protected] Original source · <timestamp> · Date parsed from source: <timestamp> · First seen by Releasebot: <timestamp> · Modified by Releas...",
    │                 "encrypted_index": "EpEBCioIEBgCIiQyNzc5NjY2OC03MzUxLTQwYWMtYWNjNC0wMjRhZWU4OTk1YTUSDD0Gx8s37sssj/c0JhoMVwHbqUNZpdCFUvhOIjDvd5KLJTZ7kZ3cfLcyYHfvOhVe3PA4o+FvjPeunZ4kmcCjGvm2oI9Kgl5LTsefSscqFXAA7rf11onrqqaf1yYg4llMpecrSRgE",
    │                 "title": "Vercel AI SDK Updates by Vercel - May 2026 - Releasebot",
    │                 "type": "web_search_result_location",
    │                 "url": "https://releasebot.io/updates/vercel/vercel-ai"
    │               }
    │             ],
    │             "text": "Vercel AI SDK added speech and transcription model support in May 2026.",
    │             "type": "text"
    │           }
    │         ],
    │         "role": "assistant"
    │       }
    │       metadata: {
    │         "max_tokens": 256,
    │         "model": "claude-sonnet-4-5-20250929",
    │         "provider": "anthropic",
    │         "stop_reason": "end_turn",
    │         "stop_sequence": null,
    │         "temperature": 0,
    │         "tool_choice": {
    │           "name": "web_search",
    │           "type": "tool"
    │         },
    │         "tools": [
    │           {
    │             "max_uses": 1,
    │             "name": "web_search",
    │             "type": "web_search_20250305"
    │           }
    │         ]
    │       }
    │       metrics: {
    │         "completion_tokens": 79,
    │         "prompt_cache_creation_tokens": 0,
    │         "prompt_cached_tokens": 0,
    │         "prompt_tokens": 16787,
    │         "server_tool_use_web_fetch_requests": 0,
    │         "server_tool_use_web_search_requests": 1,
    │         "time_to_first_token": 0,
    │         "tokens": 16866
    │       }
    ├── anthropic-stream-thinking-operation
    │   metadata: {
    │     "operation": "stream-thinking",
    │     "testRunId": "<run:1>"
    │   }
    │   └── anthropic.messages.create [llm]
    │       input: [
    │         {
    │           "content": "What is 2+2? Reply with the number only.",
    │           "role": "user"
    │         }
    │       ]
    │       output: {
    │         "content": [
    │           {
    │             "signature": "",
    │             "thinking": "The user is asking me to calculate 2+2 and reply with only the number.\n\n2+2 = 4\n\nI should reply with just \"4\".",
    │             "type": "thinking"
    │           },
    │           {
    │             "text": "4",
    │             "type": "text"
    │           }
    │         ],
    │         "role": "assistant"
    │       }
    │       metadata: {
    │         "max_tokens": 2048,
    │         "model": "claude-sonnet-4-5-20250929",
    │         "provider": "anthropic",
    │         "stop_details": null,
    │         "stop_reason": "end_turn",
    │         "stop_sequence": null,
    │         "stream": true,
    │         "temperature": 1,
    │         "thinking": {
    │           "budget_tokens": 1024,
    │           "type": "enabled"
    │         }
    │       }
    │       metrics: {
    │         "completion_tokens": 48,
    │         "prompt_cache_creation_tokens": 0,
    │         "prompt_cached_tokens": 0,
    │         "prompt_tokens": 49,
    │         "time_to_first_token": 0,
    │         "tokens": 97
    │       }
    ├── anthropic-beta-create-operation
    │   metadata: {
    │     "operation": "beta-create",
    │     "testRunId": "<run:1>"
    │   }
    │   └── anthropic.messages.create [llm]
    │       input: [
    │         {
    │           "content": "Reply with exactly BETA.",
    │           "role": "user"
    │         }
    │       ]
    │       output: {
    │         "content": [
    │           {
    │             "text": "BETA",
    │             "type": "text"
    │           }
    │         ],
    │         "role": "assistant"
    │       }
    │       metadata: {
    │         "max_tokens": 24,
    │         "model": "claude-haiku-4-5",
    │         "provider": "anthropic",
    │         "stop_reason": "end_turn",
    │         "stop_sequence": null,
    │         "temperature": 0
    │       }
    │       metrics: {
    │         "completion_tokens": 5,
    │         "prompt_cache_creation_tokens": 0,
    │         "prompt_cached_tokens": 0,
    │         "prompt_tokens": 13,
    │         "time_to_first_token": 0,
    │         "tokens": 18
    │       }
    ├── anthropic-beta-stream-operation
    │   metadata: {
    │     "operation": "beta-stream",
    │     "testRunId": "<run:1>"
    │   }
    │   └── anthropic.messages.create [llm]
    │       input: [
    │         {
    │           "content": "Count from 1 to 3 and include the words one two three.",
    │           "role": "user"
    │         }
    │       ]
    │       output: "1 one\n2 two\n3 three"
    │       metadata: {
    │         "max_tokens": 32,
    │         "model": "claude-haiku-4-5",
    │         "provider": "anthropic",
    │         "stop_details": null,
    │         "stop_reason": "end_turn",
    │         "stop_sequence": null,
    │         "stream": true,
    │         "temperature": 0
    │       }
    │       metrics: {
    │         "completion_tokens": 15,
    │         "prompt_cache_creation_tokens": 0,
    │         "prompt_cached_tokens": 0,
    │         "prompt_tokens": 24,
    │         "time_to_first_token": 0,
    │         "tokens": 39
    │       }
    ├── anthropic-beta-messages-stream-operation
    │   metadata: {
    │     "operation": "beta-messages-stream",
    │     "testRunId": "<run:1>"
    │   }
    │   └── anthropic.messages.create [llm]
    │       input: [
    │         {
    │           "content": "Count from 1 to 3 and include the words one two three.",
    │           "role": "user"
    │         }
    │       ]
    │       output: "1 one\n2 two\n3 three"
    │       metadata: {
    │         "max_tokens": 32,
    │         "model": "claude-haiku-4-5",
    │         "provider": "anthropic",
    │         "stop_details": null,
    │         "stop_reason": "end_turn",
    │         "stop_sequence": null,
    │         "stream": true,
    │         "temperature": 0
    │       }
    │       metrics: {
    │         "completion_tokens": 15,
    │         "prompt_cache_creation_tokens": 0,
    │         "prompt_cached_tokens": 0,
    │         "prompt_tokens": 24,
    │         "time_to_first_token": 0,
    │         "tokens": 39
    │       }
    ├── anthropic-beta-stream-tool-operation
    │   metadata: {
    │     "operation": "beta-stream-tool",
    │     "testRunId": "<run:1>"
    │   }
    │   └── anthropic.messages.create [llm]
    │       input: [
    │         {
    │           "content": "Use the get_weather tool for Paris, France. Do not answer from memory.",
    │           "role": "user"
    │         }
    │       ]
    │       output: {
    │         "content": [
    │           {
    │             "id": "<span:1>",
    │             "input": {
    │               "location": "Paris, France"
    │             },
    │             "name": "get_weather",
    │             "type": "tool_use"
    │           }
    │         ],
    │         "role": "assistant"
    │       }
    │       metadata: {
    │         "max_tokens": 128,
    │         "model": "claude-haiku-4-5",
    │         "provider": "anthropic",
    │         "stop_details": null,
    │         "stop_reason": "tool_use",
    │         "stop_sequence": null,
    │         "stream": true,
    │         "temperature": 0,
    │         "tool_choice": {
    │           "disable_parallel_tool_use": true,
    │           "name": "get_weather",
    │           "type": "tool"
    │         },
    │         "tools": [
    │           {
    │             "description": "Get the current weather in a given location",
    │             "input_schema": {
    │               "properties": {
    │                 "location": {
    │                   "description": "The city and state or city and country",
    │                   "type": "string"
    │                 }
    │               },
    │               "required": [
    │                 "location"
    │               ],
    │               "type": "object"
    │             },
    │             "name": "get_weather"
    │           }
    │         ]
    │       }
    │       metrics: {
    │         "completion_tokens": 26,
    │         "prompt_cache_creation_tokens": 0,
    │         "prompt_cached_tokens": 0,
    │         "prompt_tokens": 687,
    │         "time_to_first_token": 0,
    │         "tokens": 713
    │       }
    └── anthropic-beta-tool-runner-operation
        metadata: {
          "operation": "beta-tool-runner",
          "testRunId": "<run:1>"
        }
        └── anthropic.beta.messages.toolRunner [task]
            input: [
              {
                "content": "Use the get_weather tool exactly once for Paris, France. After you receive the tool result, reply with exactly that tool result text and do not call any tools again.",
                "role": "user"
              }
            ]
            output: {
              "content": [
                {
                  "text": "The weather in Paris, France is 18C and sunny.",
                  "type": "text"
                }
              ],
              "role": "assistant"
            }
            metadata: {
              "anthropic_tool_runner_iterations": 2,
              "max_iterations": 3,
              "max_tokens": 128,
              "model": "claude-haiku-4-5",
              "operation": "toolRunner",
              "provider": "anthropic",
              "stop_reason": "end_turn",
              "stop_sequence": null,
              "temperature": 0,
              "tool_names": [
                "get_weather"
              ]
            }
            metrics: {
              "completion_tokens": 72,
              "prompt_cache_creation_tokens": 0,
              "prompt_cached_tokens": 0,
              "prompt_tokens": 1294,
              "time_to_first_token": 0,
              "tokens": 1366
            }
            ├── anthropic.messages.create [llm]
            │   input: [
            │     {
            │       "content": "Use the get_weather tool exactly once for Paris, France. After you receive the tool result, reply with exactly that tool result text and do not call any tools again.",
            │       "role": "user"
            │     }
            │   ]
            │   output: {
            │     "content": [
            │       {
            │         "caller": {
            │           "type": "direct"
            │         },
            │         "id": "<span:1>",
            │         "input": {
            │           "location": "Paris, France"
            │         },
            │         "name": "get_weather",
            │         "type": "tool_use"
            │       }
            │     ],
            │     "role": "assistant"
            │   }
            │   metadata: {
            │     "max_tokens": 128,
            │     "model": "claude-haiku-4-5",
            │     "provider": "anthropic",
            │     "stop_reason": "tool_use",
            │     "stop_sequence": null,
            │     "stream": false,
            │     "temperature": 0,
            │     "tools": [
            │       {
            │         "description": "Get the current weather in a given location",
            │         "input_schema": {
            │           "properties": {
            │             "location": {
            │               "description": "The city and state or city and country",
            │               "type": "string"
            │             }
            │           },
            │           "required": [
            │             "location"
            │           ],
            │           "type": "object"
            │         },
            │         "name": "get_weather"
            │       }
            │     ]
            │   }
            │   metrics: {
            │     "completion_tokens": 56,
            │     "prompt_cache_creation_tokens": 0,
            │     "prompt_cached_tokens": 0,
            │     "prompt_tokens": 607,
            │     "time_to_first_token": 0,
            │     "tokens": 663
            │   }
            ├── tool: get_weather [tool]
            │   input: {
            │     "location": "Paris, France"
            │   }
            │   output: "The weather in Paris, France is 18C and sunny."
            │   metadata: {
            │     "gen_ai.tool.name": "get_weather",
            │     "provider": "anthropic"
            │   }
            │   └── get_weather.lookup
            └── anthropic.messages.create [llm]
                input: [
                  {
                    "content": "Use the get_weather tool exactly once for Paris, France. After you receive the tool result, reply with exactly that tool result text and do not call any tools again.",
                    "role": "user"
                  },
                  {
                    "content": [
                      {
                        "caller": {
                          "type": "direct"
                        },
                        "id": "<span:1>",
                        "input": {
                          "location": "Paris, France"
                        },
                        "name": "get_weather",
                        "type": "tool_use"
                      }
                    ],
                    "role": "assistant"
                  },
                  {
                    "content": [
                      {
                        "content": "The weather in Paris, France is 18C and sunny.",
                        "tool_use_id": "toolu_014vsaMcxKjve6ejPAMTwVaz",
                        "type": "tool_result"
                      }
                    ],
                    "role": "user"
                  }
                ]
                output: {
                  "content": [
                    {
                      "text": "The weather in Paris, France is 18C and sunny.",
                      "type": "text"
                    }
                  ],
                  "role": "assistant"
                }
                metadata: {
                  "max_tokens": 128,
                  "model": "claude-haiku-4-5",
                  "provider": "anthropic",
                  "stop_reason": "end_turn",
                  "stop_sequence": null,
                  "stream": false,
                  "temperature": 0,
                  "tools": [
                    {
                      "description": "Get the current weather in a given location",
                      "input_schema": {
                        "properties": {
                          "location": {
                            "description": "The city and state or city and country",
                            "type": "string"
                          }
                        },
                        "required": [
                          "location"
                        ],
                        "type": "object"
                      },
                      "name": "get_weather"
                    }
                  ]
                }
                metrics: {
                  "completion_tokens": 16,
                  "prompt_cache_creation_tokens": 0,
                  "prompt_cached_tokens": 0,
                  "prompt_tokens": 687,
                  "time_to_first_token": 0,
                  "tokens": 703
                }