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Issue #290 Fix: Detailed Trace Spans & Parent-Child Relationships
Raw
issue_290_trace_showcase.md

Issue #290 Fix: Unified Async Agent Trace

Architecture

  Planner (recruitment-planner)
  │
  ├── asyncio.create_task() → worker-rose      (candidate processing + tools)
  ├── asyncio.create_task() → worker-aurora     (candidate processing + tools)
  ├── asyncio.create_task() → eitl-review       (interview scheduling + tools)
  └── asyncio.create_task() → summary-llm       (LLM-only summary)

Before Fix (Fragmented)

Each asyncio.create_task() worker would get a separate trace_id, producing 5-10 disconnected traces per job — impossible to correlate in App Insights.

After Fix (Unified)

Single trace_id: 607584201bf61e4a4a3f80584b997551
Total spans: 19
Root span: invoke_agent recruitment-planner

Span Summary

# Span Name Operation Kind Duration Parent
1 invoke_agent recruitment-planner invoke_agent CLIENT 3624ms —
2 invoke_agent worker-rose invoke_agent CLIENT 3546ms invoke_agent recruitment-planner
3 invoke_agent eitl-review invoke_agent CLIENT 1974ms invoke_agent recruitment-planner
4 invoke_agent worker-aurora invoke_agent CLIENT 3617ms invoke_agent recruitment-planner
5 invoke_agent summary-llm invoke_agent CLIENT 1083ms invoke_agent recruitment-planner
6 chat gpt-4o-2024-08-06 chat CLIENT 1171ms invoke_agent worker-rose
7 chat gpt-4o-2024-08-06 chat CLIENT 1110ms invoke_agent eitl-review
8 chat gpt-4o-2024-08-06 chat CLIENT 1079ms invoke_agent summary-llm
9 chat gpt-4o-2024-08-06 chat CLIENT 1178ms invoke_agent worker-aurora
10 execute_tool schedule_interview execute_tool INTERNAL 306ms invoke_agent eitl-review
11 execute_tool get_candidate_info execute_tool INTERNAL 505ms invoke_agent worker-rose
12 execute_tool get_candidate_info execute_tool INTERNAL 504ms invoke_agent worker-aurora
13 chat gpt-4o-2024-08-06 chat CLIENT 551ms invoke_agent eitl-review
14 chat gpt-4o-2024-08-06 chat CLIENT 833ms invoke_agent worker-rose
15 chat gpt-4o-2024-08-06 chat CLIENT 964ms invoke_agent worker-aurora
16 execute_tool send_email execute_tool INTERNAL 205ms invoke_agent worker-rose
17 execute_tool send_email execute_tool INTERNAL 205ms invoke_agent worker-aurora
18 chat gpt-4o-2024-08-06 chat CLIENT 822ms invoke_agent worker-rose
19 chat gpt-4o-2024-08-06 chat CLIENT 756ms invoke_agent worker-aurora

Trace Tree (Parent → Child)

● invoke_agent recruitment-planner  [edefa74b]  3624ms  (OK)
  └── invoke_agent worker-rose  [348447bd]  3546ms  (OK)
    └── chat gpt-4o-2024-08-06  [bfdadbb1]  1171ms  (OK)
    └── execute_tool get_candidate_info  [703c1e36]  505ms  (OK)
    └── chat gpt-4o-2024-08-06  [f2cefe31]  833ms  (OK)
    └── execute_tool send_email  [32bee92a]  205ms  (OK)
    └── chat gpt-4o-2024-08-06  [abf77497]  822ms  (OK)
  └── invoke_agent eitl-review  [92720285]  1974ms  (OK)
    └── chat gpt-4o-2024-08-06  [fef7d2cc]  1110ms  (OK)
    └── execute_tool schedule_interview  [bbe64937]  306ms  (OK)
    └── chat gpt-4o-2024-08-06  [54619daf]  551ms  (OK)
  └── invoke_agent worker-aurora  [76a70af5]  3617ms  (OK)
    └── chat gpt-4o-2024-08-06  [faf52052]  1178ms  (OK)
    └── execute_tool get_candidate_info  [60d4e87f]  504ms  (OK)
    └── chat gpt-4o-2024-08-06  [51ac4b91]  964ms  (OK)
    └── execute_tool send_email  [442761d8]  205ms  (OK)
    └── chat gpt-4o-2024-08-06  [5c5abb17]  756ms  (OK)
  └── invoke_agent summary-llm  [a812af7a]  1083ms  (OK)
    └── chat gpt-4o-2024-08-06  [60841d17]  1079ms  (OK)

Detailed Span Attributes

invoke_agent recruitment-planner

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id edefa74b8fb64f7c
parent_span_id None (root)
kind CLIENT
status OK
duration 3624ms

Attributes:

Attribute Value
gen_ai.agent.name recruitment-planner
gen_ai.conversation.id job-12345
gen_ai.input.messages [{"role": "user", "parts": [{"type": "text", "content": "Process 2 candidates + review"}]}]
gen_ai.operation.name invoke_agent
gen_ai.output.messages [{"role": "assistant", "parts": [{"type": "text", "content": "Done."}]}]
gen_ai.usage.input_tokens 1059
gen_ai.usage.output_tokens 268
gen_ai.usage.total_tokens 1327

invoke_agent worker-rose

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id 348447bdee54254c
parent_span_id invoke_agent recruitment-planner (edefa74b8fb6…)
kind CLIENT
status OK
duration 3546ms

Attributes:

Attribute Value
gen_ai.agent.name worker-rose
gen_ai.conversation.id job-12345
gen_ai.input.messages [{"role": "user", "parts": [{"type": "text", "content": "Process this candidate."}]}, {"role": "user…
gen_ai.operation.name invoke_agent
gen_ai.output.messages [{"role": "assistant", "parts": [{"type": "text", "content": "Candidate Rose's information has been …
gen_ai.provider.name azure.ai.openai
gen_ai.tool.definitions [{"type": "function", "function": {"name": "get_candidate_info", "description": "Look up candidate i…
gen_ai.usage.input_tokens 415
gen_ai.usage.output_tokens 97
gen_ai.usage.total_tokens 512

invoke_agent eitl-review

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id 9272028567c1cee4
parent_span_id invoke_agent recruitment-planner (edefa74b8fb6…)
kind CLIENT
status OK
duration 1974ms

Attributes:

Attribute Value
gen_ai.agent.name eitl-review
gen_ai.conversation.id job-12345
gen_ai.input.messages [{"role": "user", "parts": [{"type": "text", "content": "Schedule the interview."}]}, {"role": "user…
gen_ai.operation.name invoke_agent
gen_ai.output.messages [{"role": "assistant", "parts": [{"type": "text", "content": "The interview for candidate Rose has b…
gen_ai.provider.name azure.ai.openai
gen_ai.tool.definitions [{"type": "function", "function": {"name": "schedule_interview", "description": "Schedule interview.…
gen_ai.usage.input_tokens 181
gen_ai.usage.output_tokens 44
gen_ai.usage.total_tokens 225

invoke_agent worker-aurora

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id 76a70af5ef339d25
parent_span_id invoke_agent recruitment-planner (edefa74b8fb6…)
kind CLIENT
status OK
duration 3617ms

Attributes:

Attribute Value
gen_ai.agent.name worker-aurora
gen_ai.conversation.id job-12345
gen_ai.input.messages [{"role": "user", "parts": [{"type": "text", "content": "Process this candidate."}]}, {"role": "user…
gen_ai.operation.name invoke_agent
gen_ai.output.messages [{"role": "assistant", "parts": [{"type": "text", "content": "I have processed candidate Aurora. Her…
gen_ai.provider.name azure.ai.openai
gen_ai.tool.definitions [{"type": "function", "function": {"name": "get_candidate_info", "description": "Look up candidate i…
gen_ai.usage.input_tokens 437
gen_ai.usage.output_tokens 118
gen_ai.usage.total_tokens 555

invoke_agent summary-llm

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id a812af7a2be8b37f
parent_span_id invoke_agent recruitment-planner (edefa74b8fb6…)
kind CLIENT
status OK
duration 1083ms

Attributes:

Attribute Value
gen_ai.agent.name summary-llm
gen_ai.conversation.id job-12345
gen_ai.input.messages [{"role": "user", "parts": [{"type": "text", "content": "Summarize the results in 1 sentence."}]}, {…
gen_ai.operation.name invoke_agent
gen_ai.output.messages [{"role": "assistant", "parts": [{"type": "text", "content": "All candidates were processed without …
gen_ai.provider.name azure.ai.openai
gen_ai.usage.input_tokens 26
gen_ai.usage.output_tokens 9
gen_ai.usage.total_tokens 35

chat gpt-4o-2024-08-06

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id bfdadbb15c94bb40
parent_span_id invoke_agent worker-rose (348447bdee54…)
kind CLIENT
status OK
duration 1171ms

Attributes:

Attribute Value
gen_ai.conversation.id job-12345
gen_ai.input.messages [{"role": "user", "parts": [{"type": "text", "content": "Process this candidate."}]}, {"role": "user…
gen_ai.operation.name chat
gen_ai.output.messages [{"role": "assistant", "parts": [{"type": "tool_call", "id": "call_tDKh3v7H7NzDVh41OWScLTf1", "name"…
gen_ai.output.type json
gen_ai.provider.name azure.ai.openai
gen_ai.request.temperature 0.0
gen_ai.response.finish_reasons ["tool_calls"]
gen_ai.response.id chatcmpl-DDwyTm0l7CeKfe0xWsFIKgdf9DbSB
gen_ai.response.model gpt-4o-2024-08-06
gen_ai.tool.definitions [{"type": "function", "function": {"name": "get_candidate_info", "description": "Look up candidate i…
gen_ai.usage.input_tokens 90
gen_ai.usage.output_tokens 16
gen_ai.usage.total_tokens 106
openai.response.system_fingerprint fp_e9b9b028d7
server.address ai-naarkalgaihub999971652049.openai.azure.com

chat gpt-4o-2024-08-06

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id fef7d2ccf89e8697
parent_span_id invoke_agent eitl-review (9272028567c1…)
kind CLIENT
status OK
duration 1110ms

Attributes:

Attribute Value
gen_ai.conversation.id job-12345
gen_ai.input.messages [{"role": "user", "parts": [{"type": "text", "content": "Schedule the interview."}]}, {"role": "user…
gen_ai.operation.name chat
gen_ai.output.messages [{"role": "assistant", "parts": [{"type": "tool_call", "id": "call_7xZIInIBFsh72f3ish5luK1U", "name"…
gen_ai.output.type json
gen_ai.provider.name azure.ai.openai
gen_ai.request.temperature 0.0
gen_ai.response.finish_reasons ["tool_calls"]
gen_ai.response.id chatcmpl-DDwyTX28xMdnEybBDSiYmP5RGfsGH
gen_ai.response.model gpt-4o-2024-08-06
gen_ai.tool.definitions [{"type": "function", "function": {"name": "schedule_interview", "description": "Schedule interview.…
gen_ai.usage.input_tokens 68
gen_ai.usage.output_tokens 25
gen_ai.usage.total_tokens 93
openai.response.system_fingerprint fp_e9b9b028d7
server.address ai-naarkalgaihub999971652049.openai.azure.com

chat gpt-4o-2024-08-06

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id 60841d17da774a63
parent_span_id invoke_agent summary-llm (a812af7a2be8…)
kind CLIENT
status OK
duration 1079ms

Attributes:

Attribute Value
gen_ai.conversation.id job-12345
gen_ai.input.messages [{"role": "user", "parts": [{"type": "text", "content": "Summarize the results in 1 sentence."}]}, {…
gen_ai.operation.name chat
gen_ai.output.messages [{"role": "assistant", "parts": [{"type": "text", "content": "All candidates were processed without …
gen_ai.output.type text
gen_ai.provider.name azure.ai.openai
gen_ai.request.temperature 0.0
gen_ai.response.finish_reasons ["stop"]
gen_ai.response.id chatcmpl-DDwyT2hpm3qo231G7CASEMgjKhHyr
gen_ai.response.model gpt-4o-2024-08-06
gen_ai.usage.input_tokens 26
gen_ai.usage.output_tokens 9
gen_ai.usage.total_tokens 35
openai.response.system_fingerprint fp_e9b9b028d7
server.address ai-naarkalgaihub999971652049.openai.azure.com

chat gpt-4o-2024-08-06

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id faf52052e8fc60f2
parent_span_id invoke_agent worker-aurora (76a70af5ef33…)
kind CLIENT
status OK
duration 1178ms

Attributes:

Attribute Value
gen_ai.conversation.id job-12345
gen_ai.input.messages [{"role": "user", "parts": [{"type": "text", "content": "Process this candidate."}]}, {"role": "user…
gen_ai.operation.name chat
gen_ai.output.messages [{"role": "assistant", "parts": [{"type": "tool_call", "id": "call_0RWeEW1vj0FvNUcVt0JmKf23", "name"…
gen_ai.output.type json
gen_ai.provider.name azure.ai.openai
gen_ai.request.temperature 0.0
gen_ai.response.finish_reasons ["tool_calls"]
gen_ai.response.id chatcmpl-DDwyTX7N7bjw3mwNSU363EnwO2hgr
gen_ai.response.model gpt-4o-2024-08-06
gen_ai.tool.definitions [{"type": "function", "function": {"name": "get_candidate_info", "description": "Look up candidate i…
gen_ai.usage.input_tokens 90
gen_ai.usage.output_tokens 17
gen_ai.usage.total_tokens 107
openai.response.system_fingerprint fp_e9b9b028d7
server.address ai-naarkalgaihub999971652049.openai.azure.com

execute_tool schedule_interview

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id bbe649376fc99cd7
parent_span_id invoke_agent eitl-review (9272028567c1…)
kind INTERNAL
status OK
duration 306ms

Attributes:

Attribute Value
gen_ai.conversation.id job-12345
gen_ai.operation.name execute_tool
gen_ai.provider.name azure.ai.openai
gen_ai.tool.call.arguments {"candidate": "Rose", "date": "2026-03-15"}
gen_ai.tool.call.result {"name": "schedule_interview", "tool_call_id": "call_7xZIInIBFsh72f3ish5luK1U", "content": "Intervie…
gen_ai.tool.description Schedule interview.
gen_ai.tool.name schedule_interview

execute_tool get_candidate_info

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id 703c1e369dc87ee8
parent_span_id invoke_agent worker-rose (348447bdee54…)
kind INTERNAL
status OK
duration 505ms

Attributes:

Attribute Value
gen_ai.conversation.id job-12345
gen_ai.operation.name execute_tool
gen_ai.provider.name azure.ai.openai
gen_ai.tool.call.arguments {"name": "Rose"}
gen_ai.tool.call.result {"name": "get_candidate_info", "tool_call_id": "call_tDKh3v7H7NzDVh41OWScLTf1", "content": "Candidat…
gen_ai.tool.description Look up candidate info.
gen_ai.tool.name get_candidate_info

execute_tool get_candidate_info

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id 60d4e87fa593cf37
parent_span_id invoke_agent worker-aurora (76a70af5ef33…)
kind INTERNAL
status OK
duration 504ms

Attributes:

Attribute Value
gen_ai.conversation.id job-12345
gen_ai.operation.name execute_tool
gen_ai.provider.name azure.ai.openai
gen_ai.tool.call.arguments {"name": "Aurora"}
gen_ai.tool.call.result {"name": "get_candidate_info", "tool_call_id": "call_0RWeEW1vj0FvNUcVt0JmKf23", "content": "Candidat…
gen_ai.tool.description Look up candidate info.
gen_ai.tool.name get_candidate_info

chat gpt-4o-2024-08-06

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id 54619daff13c9656
parent_span_id invoke_agent eitl-review (9272028567c1…)
kind CLIENT
status OK
duration 551ms

Attributes:

Attribute Value
gen_ai.conversation.id job-12345
gen_ai.input.messages [{"role": "user", "parts": [{"type": "text", "content": "Schedule the interview."}]}, {"role": "user…
gen_ai.operation.name chat
gen_ai.output.messages [{"role": "assistant", "parts": [{"type": "text", "content": "The interview for candidate Rose has b…
gen_ai.output.type text
gen_ai.provider.name azure.ai.openai
gen_ai.request.temperature 0.0
gen_ai.response.finish_reasons ["stop"]
gen_ai.response.id chatcmpl-DDwyUmsKZaVacAxs93Ni56AgmQidw
gen_ai.response.model gpt-4o-2024-08-06
gen_ai.tool.definitions [{"type": "function", "function": {"name": "schedule_interview", "description": "Schedule interview.…
gen_ai.usage.input_tokens 113
gen_ai.usage.output_tokens 19
gen_ai.usage.total_tokens 132
openai.response.system_fingerprint fp_e9b9b028d7
server.address ai-naarkalgaihub999971652049.openai.azure.com

chat gpt-4o-2024-08-06

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id f2cefe314886777e
parent_span_id invoke_agent worker-rose (348447bdee54…)
kind CLIENT
status OK
duration 833ms

Attributes:

Attribute Value
gen_ai.conversation.id job-12345
gen_ai.input.messages [{"role": "user", "parts": [{"type": "text", "content": "Process this candidate."}]}, {"role": "user…
gen_ai.operation.name chat
gen_ai.output.messages [{"role": "assistant", "parts": [{"type": "tool_call", "id": "call_9SAyKpRKsKp0mD3axFj9vzDQ", "name"…
gen_ai.output.type json
gen_ai.provider.name azure.ai.openai
gen_ai.request.temperature 0.0
gen_ai.response.finish_reasons ["tool_calls"]
gen_ai.response.id chatcmpl-DDwyUdKknkQVZCZBPWDkkvlop0Ehu
gen_ai.response.model gpt-4o-2024-08-06
gen_ai.tool.definitions [{"type": "function", "function": {"name": "get_candidate_info", "description": "Look up candidate i…
gen_ai.usage.input_tokens 125
gen_ai.usage.output_tokens 59
gen_ai.usage.total_tokens 184
openai.response.system_fingerprint fp_e9b9b028d7
server.address ai-naarkalgaihub999971652049.openai.azure.com

chat gpt-4o-2024-08-06

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id 51ac4b91422dc1f6
parent_span_id invoke_agent worker-aurora (76a70af5ef33…)
kind CLIENT
status OK
duration 964ms

Attributes:

Attribute Value
gen_ai.conversation.id job-12345
gen_ai.input.messages [{"role": "user", "parts": [{"type": "text", "content": "Process this candidate."}]}, {"role": "user…
gen_ai.operation.name chat
gen_ai.output.messages [{"role": "assistant", "parts": [{"type": "tool_call", "id": "call_YUFaaYyI1uWy8CUKsN78dkXH", "name"…
gen_ai.output.type json
gen_ai.provider.name azure.ai.openai
gen_ai.request.temperature 0.0
gen_ai.response.finish_reasons ["tool_calls"]
gen_ai.response.id chatcmpl-DDwyUDuUJuGmYIYE2tgccqRuHV2eF
gen_ai.response.model gpt-4o-2024-08-06
gen_ai.tool.definitions [{"type": "function", "function": {"name": "get_candidate_info", "description": "Look up candidate i…
gen_ai.usage.input_tokens 126
gen_ai.usage.output_tokens 78
gen_ai.usage.total_tokens 204
openai.response.system_fingerprint fp_e9b9b028d7
server.address ai-naarkalgaihub999971652049.openai.azure.com

execute_tool send_email

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id 32bee92a4a127c15
parent_span_id invoke_agent worker-rose (348447bdee54…)
kind INTERNAL
status OK
duration 205ms

Attributes:

Attribute Value
gen_ai.conversation.id job-12345
gen_ai.operation.name execute_tool
gen_ai.provider.name azure.ai.openai
gen_ai.tool.call.arguments {"to": "rose@example.com", "subject": "Application Confirmation", "body": "Dear Rose,\n\nThank you f…
gen_ai.tool.call.result {"name": "send_email", "tool_call_id": "call_9SAyKpRKsKp0mD3axFj9vzDQ", "content": "Email sent to ro…
gen_ai.tool.description Send email.
gen_ai.tool.name send_email

execute_tool send_email

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id 442761d82cd97ff9
parent_span_id invoke_agent worker-aurora (76a70af5ef33…)
kind INTERNAL
status OK
duration 205ms

Attributes:

Attribute Value
gen_ai.conversation.id job-12345
gen_ai.operation.name execute_tool
gen_ai.provider.name azure.ai.openai
gen_ai.tool.call.arguments {"to": "aurora@example.com", "subject": "Application Status", "body": "Dear Aurora,\n\nThank you for…
gen_ai.tool.call.result {"name": "send_email", "tool_call_id": "call_YUFaaYyI1uWy8CUKsN78dkXH", "content": "Email sent to au…
gen_ai.tool.description Send email.
gen_ai.tool.name send_email

chat gpt-4o-2024-08-06

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id abf77497a5bf1e90
parent_span_id invoke_agent worker-rose (348447bdee54…)
kind CLIENT
status OK
duration 822ms

Attributes:

Attribute Value
gen_ai.conversation.id job-12345
gen_ai.input.messages [{"role": "user", "parts": [{"type": "text", "content": "Process this candidate."}]}, {"role": "user…
gen_ai.operation.name chat
gen_ai.output.messages [{"role": "assistant", "parts": [{"type": "text", "content": "Candidate Rose's information has been …
gen_ai.output.type text
gen_ai.provider.name azure.ai.openai
gen_ai.request.temperature 0.0
gen_ai.response.finish_reasons ["stop"]
gen_ai.response.id chatcmpl-DDwyVYptIlr7ufc62LRQ0AdzNefm3
gen_ai.response.model gpt-4o-2024-08-06
gen_ai.tool.definitions [{"type": "function", "function": {"name": "get_candidate_info", "description": "Look up candidate i…
gen_ai.usage.input_tokens 200
gen_ai.usage.output_tokens 22
gen_ai.usage.total_tokens 222
openai.response.system_fingerprint fp_e9b9b028d7
server.address ai-naarkalgaihub999971652049.openai.azure.com

chat gpt-4o-2024-08-06

Field Value
trace_id 607584201bf61e4a4a3f80584b997551
span_id 5c5abb170e69e4f4
parent_span_id invoke_agent worker-aurora (76a70af5ef33…)
kind CLIENT
status OK
duration 756ms

Attributes:

Attribute Value
gen_ai.conversation.id job-12345
gen_ai.input.messages [{"role": "user", "parts": [{"type": "text", "content": "Process this candidate."}]}, {"role": "user…
gen_ai.operation.name chat
gen_ai.output.messages [{"role": "assistant", "parts": [{"type": "text", "content": "I have processed candidate Aurora. Her…
gen_ai.output.type text
gen_ai.provider.name azure.ai.openai
gen_ai.request.temperature 0.0
gen_ai.response.finish_reasons ["stop"]
gen_ai.response.id chatcmpl-DDwyWsO6s0iqY9w8sESEVry6CKsNP
gen_ai.response.model gpt-4o-2024-08-06
gen_ai.tool.definitions [{"type": "function", "function": {"name": "get_candidate_info", "description": "Look up candidate i…
gen_ai.usage.input_tokens 221
gen_ai.usage.output_tokens 23
gen_ai.usage.total_tokens 244
openai.response.system_fingerprint fp_e9b9b028d7
server.address ai-naarkalgaihub999971652049.openai.azure.com

GenAI Semantic Convention Compliance

Attributes follow OpenTelemetry GenAI Semantic Conventions.

Convention Attribute Status Notes
gen_ai.operation.name ✅ Required invoke_agent, chat, execute_tool
gen_ai.agent.name ✅ On all invoke_agent spans
gen_ai.agent.id ✅ Conditionally set when provided
gen_ai.agent.description ✅ Conditionally set when provided
gen_ai.request.model ✅ On chat spans
gen_ai.response.model ✅ On chat spans
gen_ai.response.id ✅ On chat spans
gen_ai.response.finish_reasons ✅ On chat spans
gen_ai.usage.input_tokens ✅ On chat + propagated to invoke_agent
gen_ai.usage.output_tokens ✅ On chat + propagated to invoke_agent
gen_ai.conversation.id ✅ Thread/session ID
gen_ai.input.messages ✅ opt-in When content recording enabled
gen_ai.output.messages ✅ opt-in When content recording enabled
gen_ai.system_instructions ✅ opt-in When content recording enabled
gen_ai.tool.definitions ✅ opt-in On chat spans with tools
gen_ai.tool.name ✅ On execute_tool spans
gen_ai.tool.call.id ✅ On execute_tool spans
gen_ai.tool.call.arguments ✅ opt-in When content recording enabled
gen_ai.tool.call.result ✅ opt-in When content recording enabled
gen_ai.provider.name ✅ azure.ai.openai
server.address ✅ Azure OpenAI endpoint
server.port ✅ Conditionally set
error.type ✅ On error spans
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