diff --git a/.github/workflows/loongsuite_test_0.yml b/.github/workflows/loongsuite_test_0.yml
index 73da298f5..47f330d67 100644
--- a/.github/workflows/loongsuite_test_0.yml
+++ b/.github/workflows/loongsuite_test_0.yml
@@ -84,7 +84,7 @@ jobs:
         shell: bash
         env:
           LOONGSUITE_ALL_JOBS: >-
-            [{"name": "py310-test-loongsuite-instrumentation-agentscope-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-agentscope", "python_version": "3.10", "tox_env": "py310-test-loongsuite-instrumentation-agentscope-oldest", "ui_name": "loongsuite-instrumentation-agentscope-oldest 3.10 ARC"}, {"name": "py311-test-loongsuite-instrumentation-agentscope-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-agentscope", "python_version": "3.11", "tox_env": "py311-test-loongsuite-instrumentation-agentscope-oldest", "ui_name": "loongsuite-instrumentation-agentscope-oldest 3.11 ARC"}, {"name": "py312-test-loongsuite-instrumentation-agentscope-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-agentscope", "python_version": "3.12", "tox_env": "py312-test-loongsuite-instrumentation-agentscope-oldest", "ui_name": "loongsuite-instrumentation-agentscope-oldest 3.12 ARC"}, {"name": "py313-test-loongsuite-instrumentation-agentscope-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-agentscope", "python_version": "3.13", "tox_env": "py313-test-loongsuite-instrumentation-agentscope-oldest", "ui_name": "loongsuite-instrumentation-agentscope-oldest 3.13 ARC"}, {"name": "py311-test-loongsuite-instrumentation-agentscope-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-agentscope", "python_version": "3.11", "tox_env": "py311-test-loongsuite-instrumentation-agentscope-latest", "ui_name": "loongsuite-instrumentation-agentscope-latest 3.11 ARC"}, {"name": "py312-test-loongsuite-instrumentation-agentscope-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-agentscope", "python_version": "3.12", "tox_env": "py312-test-loongsuite-instrumentation-agentscope-latest", "ui_name": "loongsuite-instrumentation-agentscope-latest 3.12 ARC"}, {"name": "py313-test-loongsuite-instrumentation-agentscope-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-agentscope", "python_version": "3.13", "tox_env": "py313-test-loongsuite-instrumentation-agentscope-latest", "ui_name": "loongsuite-instrumentation-agentscope-latest 3.13 ARC"}, {"name": "py39-test-loongsuite-instrumentation-dashscope-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-dashscope", "python_version": "3.9", "tox_env": "py39-test-loongsuite-instrumentation-dashscope-oldest", "ui_name": "loongsuite-instrumentation-dashscope-oldest 3.9 ARC"}, {"name": "py39-test-loongsuite-instrumentation-dashscope-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-dashscope", "python_version": "3.9", "tox_env": "py39-test-loongsuite-instrumentation-dashscope-latest", "ui_name": "loongsuite-instrumentation-dashscope-latest 3.9 ARC"}, {"name": "py310-test-loongsuite-instrumentation-dashscope-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-dashscope", "python_version": "3.10", "tox_env": "py310-test-loongsuite-instrumentation-dashscope-oldest", "ui_name": "loongsuite-instrumentation-dashscope-oldest 3.10 ARC"}, {"name": "py310-test-loongsuite-instrumentation-dashscope-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-dashscope", "python_version": "3.10", "tox_env": "py310-test-loongsuite-instrumentation-dashscope-latest", "ui_name": "loongsuite-instrumentation-dashscope-latest 3.10 ARC"}, {"name": "py311-test-loongsuite-instrumentation-dashscope-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-dashscope", "python_version": "3.11", "tox_env": "py311-test-loongsuite-instrumentation-dashscope-oldest", "ui_name": "loongsuite-instrumentation-dashscope-oldest 3.11 ARC"}, {"name": "py311-test-loongsuite-instrumentation-dashscope-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-dashscope", "python_version": "3.11", "tox_env": "py311-test-loongsuite-instrumentation-dashscope-latest", "ui_name": "loongsuite-instrumentation-dashscope-latest 3.11 ARC"}, {"name": "py312-test-loongsuite-instrumentation-dashscope-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-dashscope", "python_version": "3.12", "tox_env": "py312-test-loongsuite-instrumentation-dashscope-oldest", "ui_name": "loongsuite-instrumentation-dashscope-oldest 3.12 ARC"}, {"name": "py312-test-loongsuite-instrumentation-dashscope-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-dashscope", "python_version": "3.12", "tox_env": "py312-test-loongsuite-instrumentation-dashscope-latest", "ui_name": "loongsuite-instrumentation-dashscope-latest 3.12 ARC"}, {"name": "py313-test-loongsuite-instrumentation-dashscope-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-dashscope", "python_version": "3.13", "tox_env": "py313-test-loongsuite-instrumentation-dashscope-oldest", "ui_name": "loongsuite-instrumentation-dashscope-oldest 3.13 ARC"}, {"name": "py313-test-loongsuite-instrumentation-dashscope-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-dashscope", "python_version": "3.13", "tox_env": "py313-test-loongsuite-instrumentation-dashscope-latest", "ui_name": "loongsuite-instrumentation-dashscope-latest 3.13 ARC"}, {"name": "py310-test-loongsuite-instrumentation-claude-agent-sdk-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-claude-agent-sdk", "python_version": "3.10", "tox_env": "py310-test-loongsuite-instrumentation-claude-agent-sdk-oldest", "ui_name": "loongsuite-instrumentation-claude-agent-sdk-oldest 3.10 ARC"}, {"name": "py310-test-loongsuite-instrumentation-claude-agent-sdk-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-claude-agent-sdk", "python_version": "3.10", "tox_env": "py310-test-loongsuite-instrumentation-claude-agent-sdk-latest", "ui_name": "loongsuite-instrumentation-claude-agent-sdk-latest 3.10 ARC"}, {"name": "py311-test-loongsuite-instrumentation-claude-agent-sdk-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-claude-agent-sdk", "python_version": "3.11", "tox_env": "py311-test-loongsuite-instrumentation-claude-agent-sdk-oldest", "ui_name": "loongsuite-instrumentation-claude-agent-sdk-oldest 3.11 ARC"}, {"name": "py311-test-loongsuite-instrumentation-claude-agent-sdk-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-claude-agent-sdk", "python_version": "3.11", "tox_env": "py311-test-loongsuite-instrumentation-claude-agent-sdk-latest", "ui_name": "loongsuite-instrumentation-claude-agent-sdk-latest 3.11 ARC"}, {"name": "py312-test-loongsuite-instrumentation-claude-agent-sdk-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-claude-agent-sdk", "python_version": "3.12", "tox_env": "py312-test-loongsuite-instrumentation-claude-agent-sdk-oldest", "ui_name": "loongsuite-instrumentation-claude-agent-sdk-oldest 3.12 ARC"}, {"name": "py312-test-loongsuite-instrumentation-claude-agent-sdk-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-claude-agent-sdk", "python_version": "3.12", "tox_env": "py312-test-loongsuite-instrumentation-claude-agent-sdk-latest", "ui_name": "loongsuite-instrumentation-claude-agent-sdk-latest 3.12 ARC"}, {"name": "py313-test-loongsuite-instrumentation-claude-agent-sdk-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-claude-agent-sdk", "python_version": "3.13", "tox_env": "py313-test-loongsuite-instrumentation-claude-agent-sdk-oldest", "ui_name": "loongsuite-instrumentation-claude-agent-sdk-oldest 3.13 ARC"}, {"name": "py313-test-loongsuite-instrumentation-claude-agent-sdk-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-claude-agent-sdk", "python_version": "3.13", "tox_env": "py313-test-loongsuite-instrumentation-claude-agent-sdk-latest", "ui_name": "loongsuite-instrumentation-claude-agent-sdk-latest 3.13 ARC"}, {"name": "py310-test-loongsuite-instrumentation-google-adk-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-google-adk", "python_version": "3.10", "tox_env": "py310-test-loongsuite-instrumentation-google-adk-oldest", "ui_name": "loongsuite-instrumentation-google-adk-oldest 3.10 ARC"}, {"name": "py310-test-loongsuite-instrumentation-google-adk-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-google-adk", "python_version": "3.10", "tox_env": "py310-test-loongsuite-instrumentation-google-adk-latest", "ui_name": "loongsuite-instrumentation-google-adk-latest 3.10 ARC"}, {"name": "py311-test-loongsuite-instrumentation-google-adk-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-google-adk", "python_version": "3.11", "tox_env": "py311-test-loongsuite-instrumentation-google-adk-oldest", "ui_name": "loongsuite-instrumentation-google-adk-oldest 3.11 ARC"}, {"name": "py311-test-loongsuite-instrumentation-google-adk-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-google-adk", "python_version": "3.11", "tox_env": "py311-test-loongsuite-instrumentation-google-adk-latest", "ui_name": "loongsuite-instrumentation-google-adk-latest 3.11 ARC"}, {"name": "py312-test-loongsuite-instrumentation-google-adk-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-google-adk", "python_version": "3.12", "tox_env": "py312-test-loongsuite-instrumentation-google-adk-oldest", "ui_name": "loongsuite-instrumentation-google-adk-oldest 3.12 ARC"}, {"name": "py312-test-loongsuite-instrumentation-google-adk-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-google-adk", "python_version": "3.12", "tox_env": "py312-test-loongsuite-instrumentation-google-adk-latest", "ui_name": "loongsuite-instrumentation-google-adk-latest 3.12 ARC"}, {"name": "py313-test-loongsuite-instrumentation-google-adk-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-google-adk", "python_version": "3.13", "tox_env": "py313-test-loongsuite-instrumentation-google-adk-oldest", "ui_name": "loongsuite-instrumentation-google-adk-oldest 3.13 ARC"}, {"name": "py313-test-loongsuite-instrumentation-google-adk-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-google-adk", "python_version": "3.13", "tox_env": "py313-test-loongsuite-instrumentation-google-adk-latest", "ui_name": "loongsuite-instrumentation-google-adk-latest 3.13 ARC"}, {"name": "py39-test-loongsuite-instrumentation-agno_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-agno", "python_version": "3.9", "tox_env": "py39-test-loongsuite-instrumentation-agno", "ui_name": "loongsuite-instrumentation-agno 3.9 ARC"}, {"name": "py310-test-loongsuite-instrumentation-agno_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-agno", "python_version": "3.10", "tox_env": "py310-test-loongsuite-instrumentation-agno", "ui_name": "loongsuite-instrumentation-agno 3.10 ARC"}, {"name": "py311-test-loongsuite-instrumentation-agno_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-agno", "python_version": "3.11", "tox_env": "py311-test-loongsuite-instrumentation-agno", "ui_name": "loongsuite-instrumentation-agno 3.11 ARC"}, {"name": "py312-test-loongsuite-instrumentation-agno_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-agno", "python_version": "3.12", "tox_env": "py312-test-loongsuite-instrumentation-agno", "ui_name": "loongsuite-instrumentation-agno 3.12 ARC"}, {"name": "py313-test-loongsuite-instrumentation-agno_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-agno", "python_version": "3.13", "tox_env": "py313-test-loongsuite-instrumentation-agno", "ui_name": "loongsuite-instrumentation-agno 3.13 ARC"}, {"name": "py39-test-loongsuite-instrumentation-langchain-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-langchain", "python_version": "3.9", "tox_env": "py39-test-loongsuite-instrumentation-langchain-oldest", "ui_name": "loongsuite-instrumentation-langchain-oldest 3.9 ARC"}, {"name": "py39-test-loongsuite-instrumentation-langchain-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-langchain", "python_version": "3.9", "tox_env": "py39-test-loongsuite-instrumentation-langchain-latest", "ui_name": "loongsuite-instrumentation-langchain-latest 3.9 ARC"}, {"name": "py310-test-loongsuite-instrumentation-langchain-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-langchain", "python_version": "3.10", "tox_env": "py310-test-loongsuite-instrumentation-langchain-oldest", "ui_name": "loongsuite-instrumentation-langchain-oldest 3.10 ARC"}, {"name": 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{"name": "py312-test-loongsuite-instrumentation-langchain-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-langchain", "python_version": "3.12", "tox_env": "py312-test-loongsuite-instrumentation-langchain-oldest", "ui_name": "loongsuite-instrumentation-langchain-oldest 3.12 ARC"}, {"name": "py312-test-loongsuite-instrumentation-langchain-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-langchain", "python_version": "3.12", "tox_env": "py312-test-loongsuite-instrumentation-langchain-latest", "ui_name": "loongsuite-instrumentation-langchain-latest 3.12 ARC"}, {"name": "py313-test-loongsuite-instrumentation-langchain-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-langchain", "python_version": "3.13", "tox_env": "py313-test-loongsuite-instrumentation-langchain-oldest", "ui_name": "loongsuite-instrumentation-langchain-oldest 3.13 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{"name": "py310-test-loongsuite-instrumentation-langgraph-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-langgraph", "python_version": "3.10", "tox_env": "py310-test-loongsuite-instrumentation-langgraph-oldest", "ui_name": "loongsuite-instrumentation-langgraph-oldest 3.10 ARC"}, {"name": "py310-test-loongsuite-instrumentation-langgraph-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-langgraph", "python_version": "3.10", "tox_env": "py310-test-loongsuite-instrumentation-langgraph-latest", "ui_name": "loongsuite-instrumentation-langgraph-latest 3.10 ARC"}, {"name": "py311-test-loongsuite-instrumentation-langgraph-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-langgraph", "python_version": "3.11", "tox_env": "py311-test-loongsuite-instrumentation-langgraph-oldest", "ui_name": "loongsuite-instrumentation-langgraph-oldest 3.11 ARC"}, {"name": "py311-test-loongsuite-instrumentation-langgraph-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-langgraph", "python_version": "3.11", "tox_env": "py311-test-loongsuite-instrumentation-langgraph-latest", "ui_name": "loongsuite-instrumentation-langgraph-latest 3.11 ARC"}, {"name": "py312-test-loongsuite-instrumentation-langgraph-oldest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-langgraph", "python_version": "3.12", "tox_env": "py312-test-loongsuite-instrumentation-langgraph-oldest", "ui_name": "loongsuite-instrumentation-langgraph-oldest 3.12 ARC"}, {"name": "py312-test-loongsuite-instrumentation-langgraph-latest_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-langgraph", "python_version": "3.12", "tox_env": "py312-test-loongsuite-instrumentation-langgraph-latest", "ui_name": "loongsuite-instrumentation-langgraph-latest 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"py313-test-loongsuite-instrumentation-widesearch", "ui_name": "loongsuite-instrumentation-widesearch 3.13 ARC"}, {"name": "py310-test-loongsuite-instrumentation-wildtool_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-wildtool", "python_version": "3.10", "tox_env": "py310-test-loongsuite-instrumentation-wildtool", "ui_name": "loongsuite-instrumentation-wildtool 3.10 ARC"}, {"name": "py311-test-loongsuite-instrumentation-wildtool_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-wildtool", "python_version": "3.11", "tox_env": "py311-test-loongsuite-instrumentation-wildtool", "ui_name": "loongsuite-instrumentation-wildtool 3.11 ARC"}, {"name": "py312-test-loongsuite-instrumentation-wildtool_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-wildtool", "python_version": "3.12", "tox_env": "py312-test-loongsuite-instrumentation-wildtool", "ui_name": "loongsuite-instrumentation-wildtool 3.12 ARC"}, {"name": "py313-test-loongsuite-instrumentation-wildtool_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-instrumentation-wildtool", "python_version": "3.13", "tox_env": "py313-test-loongsuite-instrumentation-wildtool", "ui_name": "loongsuite-instrumentation-wildtool 3.13 ARC"}, {"name": "py39-test-loongsuite-distro_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-distro", "python_version": "3.9", "tox_env": "py39-test-loongsuite-distro", "ui_name": "loongsuite-distro 3.9 ARC"}, {"name": "py310-test-loongsuite-distro_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-distro", "python_version": "3.10", "tox_env": "py310-test-loongsuite-distro", "ui_name": "loongsuite-distro 3.10 ARC"}, {"name": "py311-test-loongsuite-distro_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-distro", "python_version": "3.11", "tox_env": "py311-test-loongsuite-distro", "ui_name": "loongsuite-distro 3.11 ARC"}, {"name": "py312-test-loongsuite-distro_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-distro", "python_version": "3.12", "tox_env": "py312-test-loongsuite-distro", "ui_name": "loongsuite-distro 3.12 ARC"}, {"name": "py313-test-loongsuite-distro_loongsuite-python-arc", "os": "loongsuite-python-arc", "package": "loongsuite-distro", "python_version": "3.13", "tox_env": "py313-test-loongsuite-distro", "ui_name": "loongsuite-distro 3.13 ARC"}]
           LOONGSUITE_FULL: ${{ steps.detect.outputs.full }}
           LOONGSUITE_PACKAGES: ${{ steps.detect.outputs.packages }}
         run: |
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/CHANGELOG.md b/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/CHANGELOG.md
index da5f3c297..5b40fb344 100644
--- a/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/CHANGELOG.md
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/CHANGELOG.md
@@ -9,6 +9,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### Fixed
 
+- Derive AgentScope v2 ReAct rounds from the agent iteration state instead of
+  a `ContextVar` token that could fail when QwenPaw advances a reply stream
+  from different asyncio tasks.
+- Restore Agent, ReAct, and tool span contexts for each stream advance so
+  cross-task QwenPaw handoffs preserve parentage, and treat `GeneratorExit` as
+  a successful stream close instead of a tool failure.
 - Start AgentScope v2 streaming LLM spans before invoking the underlying model
   call so TTFT and stream lifecycle are recorded on the framework LLM span.
 - Capture AgentScope v2 string message content as text parts so LLM input and
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/src/opentelemetry/instrumentation/agentscope/_v2_middleware.py b/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/src/opentelemetry/instrumentation/agentscope/_v2_middleware.py
index 982adf987..9cf186e79 100644
--- a/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/src/opentelemetry/instrumentation/agentscope/_v2_middleware.py
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/src/opentelemetry/instrumentation/agentscope/_v2_middleware.py
@@ -20,9 +20,14 @@
 import json
 import logging
 import timeit
-from collections.abc import AsyncGenerator, Awaitable, Callable, Sequence
-from contextvars import ContextVar
-from dataclasses import asdict, is_dataclass
+from collections.abc import (
+    AsyncGenerator,
+    AsyncIterator,
+    Awaitable,
+    Callable,
+    Sequence,
+)
+from dataclasses import asdict, dataclass, is_dataclass
 from typing import Any
 
 from agentscope.agent import Agent
@@ -31,13 +36,16 @@
 from agentscope.model import ChatModelBase, ChatResponse
 from agentscope.tool import ToolResponse
 
-from opentelemetry.context import get_current
+from opentelemetry import context as otel_context
+from opentelemetry.context import Context, get_current
+from opentelemetry.util.genai import hook_advice
 from opentelemetry.util.genai.extended_handler import ExtendedTelemetryHandler
 from opentelemetry.util.genai.extended_types import (
     ExecuteToolInvocation,
     InvokeAgentInvocation,
     ReactStepInvocation,
 )
+from opentelemetry.util.genai.handler import _safe_detach
 from opentelemetry.util.genai.types import (
     Error,
     FunctionToolDefinition,
@@ -60,6 +68,252 @@
 }
 
 
+@dataclass
+class _AgentState:
+    handler: ExtendedTelemetryHandler
+    invocation: InvokeAgentInvocation
+    context: Context
+    first_token_seen: bool = False
+    last_msg: Msg | None = None
+    finalized: bool = False
+
+
+@dataclass
+class _ActingState:
+    handler: ExtendedTelemetryHandler
+    react_invocation: ReactStepInvocation
+    tool_invocation: ExecuteToolInvocation
+    react_context: Context
+    tool_context: Context
+    last_item: Any = None
+    tool_finalized: bool = False
+    react_finalized: bool = False
+
+
+def _abandon_invocation(invocation: Any) -> None:
+    token = invocation.context_token
+    invocation.context_token = None
+    _safe_detach(token)
+    span = invocation.span
+    if span is not None and span.is_recording():
+        span.end()
+
+
+@hook_advice("agentscope", "start_invoke_agent")
+def _start_agent(
+    handler: ExtendedTelemetryHandler,
+    invocation: InvokeAgentInvocation,
+) -> _AgentState:
+    """Start Agent, save its Context, then detach before yielding ownership."""
+
+    try:
+        handler.start_invoke_agent(invocation)
+        agent_context = get_current()
+    except Exception:
+        _abandon_invocation(invocation)
+        raise
+
+    token = invocation.context_token
+    invocation.context_token = None
+    _safe_detach(token)
+    return _AgentState(
+        handler=handler,
+        invocation=invocation,
+        context=agent_context,
+    )
+
+
+@hook_advice("agentscope", "attach_stream_context")
+def _attach_stream_context(context: Context) -> object:
+    return otel_context.attach(context)
+
+
+@hook_advice("agentscope", "detach_stream_context")
+def _detach_stream_context(token: object | None) -> None:
+    _safe_detach(token)
+
+
+@hook_advice("agentscope", "record_agent_chunk")
+def _record_agent_chunk(state: _AgentState, item: Any) -> None:
+    if not state.first_token_seen and _is_first_token_event(item):
+        state.invocation.monotonic_first_token_s = timeit.default_timer()
+        state.first_token_seen = True
+    if isinstance(item, Msg):
+        state.last_msg = item
+
+
+@hook_advice("agentscope", "finish_invoke_agent")
+def _finish_agent(
+    state: _AgentState,
+    error: BaseException | None = None,
+) -> None:
+    if state.finalized:
+        return
+    state.finalized = True
+
+    invocation = state.invocation
+    if state.last_msg is not None:
+        invocation.output_messages = [_message_to_output(state.last_msg)]
+        if state.last_msg.usage is not None:
+            invocation.input_tokens = state.last_msg.usage.input_tokens
+            invocation.output_tokens = state.last_msg.usage.output_tokens
+
+    token = None
+    span = invocation.span
+    try:
+        token = otel_context.attach(state.context)
+        invocation.context_token = token
+        if error is None or isinstance(error, GeneratorExit):
+            state.handler.stop_invoke_agent(invocation)
+        else:
+            state.handler.fail_invoke_agent(
+                invocation,
+                Error(
+                    message=str(error) or type(error).__name__,
+                    type=type(error),
+                ),
+            )
+    finally:
+        invocation.context_token = None
+        if span is not None and span.is_recording():
+            _safe_detach(token)
+            span.end()
+
+
+@hook_advice("agentscope", "start_acting")
+def _start_acting(
+    handler: ExtendedTelemetryHandler,
+    agent: Agent,
+    tool_call: Any,
+) -> _ActingState:
+    react_invocation = ReactStepInvocation(
+        round=getattr(
+            getattr(agent, "state", None),
+            "cur_iter",
+            0,
+        )
+        + 1
+    )
+    tool_invocation = ExecuteToolInvocation(
+        tool_name=getattr(tool_call, "name", "unknown_tool"),
+        tool_type="function",
+        tool_call_id=getattr(tool_call, "id", None),
+        tool_call_arguments=_loads_json(getattr(tool_call, "input", None)),
+        provider="agentscope",
+    )
+
+    try:
+        handler.start_react_step(react_invocation, context=get_current())
+        react_context = get_current()
+        handler.start_execute_tool(tool_invocation)
+        tool_context = get_current()
+    except Exception:
+        _abandon_invocation(tool_invocation)
+        _abandon_invocation(react_invocation)
+        raise
+
+    tool_token = tool_invocation.context_token
+    tool_invocation.context_token = None
+    _safe_detach(tool_token)
+    react_token = react_invocation.context_token
+    react_invocation.context_token = None
+    _safe_detach(react_token)
+    return _ActingState(
+        handler=handler,
+        react_invocation=react_invocation,
+        tool_invocation=tool_invocation,
+        react_context=react_context,
+        tool_context=tool_context,
+    )
+
+
+@hook_advice("agentscope", "finish_execute_tool")
+def _finish_tool(
+    state: _ActingState,
+    error: BaseException | None = None,
+) -> None:
+    if state.tool_finalized:
+        return
+    state.tool_finalized = True
+
+    invocation = state.tool_invocation
+    if error is None or isinstance(error, GeneratorExit):
+        if isinstance(state.last_item, ToolResponse):
+            invocation.tool_call_result = _jsonable(
+                _blocks_to_parts(state.last_item.content)
+            )
+        elif state.last_item is not None:
+            invocation.tool_call_result = str(state.last_item)
+
+    token = None
+    span = invocation.span
+    try:
+        token = otel_context.attach(state.tool_context)
+        invocation.context_token = token
+        if error is None or isinstance(error, GeneratorExit):
+            state.handler.stop_execute_tool(invocation)
+        else:
+            state.handler.fail_execute_tool(
+                invocation,
+                Error(
+                    message=str(error) or type(error).__name__,
+                    type=type(error),
+                ),
+            )
+    finally:
+        invocation.context_token = None
+        if span is not None and span.is_recording():
+            _safe_detach(token)
+            span.end()
+
+
+@hook_advice("agentscope", "finish_react_step")
+def _finish_react(
+    state: _ActingState,
+    error: BaseException | None = None,
+) -> None:
+    if state.react_finalized:
+        return
+    state.react_finalized = True
+
+    invocation = state.react_invocation
+    token = None
+    span = invocation.span
+    try:
+        token = otel_context.attach(state.react_context)
+        invocation.context_token = token
+        if error is None or isinstance(error, GeneratorExit):
+            invocation.finish_reason = "tool_calls"
+            state.handler.stop_react_step(invocation)
+        else:
+            state.handler.fail_react_step(
+                invocation,
+                Error(
+                    message=str(error) or type(error).__name__,
+                    type=type(error),
+                ),
+            )
+    finally:
+        invocation.context_token = None
+        if span is not None and span.is_recording():
+            _safe_detach(token)
+            span.end()
+
+
+def _finish_acting(
+    state: _ActingState,
+    error: BaseException | None = None,
+) -> None:
+    _finish_tool(state, error)
+    _finish_react(state, error)
+
+
+async def _close_iterator(iterator: AsyncIterator[Any]) -> None:
+    close = getattr(iterator, "aclose", None)
+    if close is not None:
+        await close()
+
+
 def append_loongsuite_middleware(
     args: tuple[Any, ...],
     kwargs: dict[str, Any],
@@ -105,10 +359,6 @@ def __init__(
         self, handler: Callable[[], ExtendedTelemetryHandler | None]
     ) -> None:
         self._handler = handler
-        self._react_round: ContextVar[int] = ContextVar(
-            "loongsuite_agentscope_v2_react_round",
-            default=0,
-        )
 
     async def on_reply(
         self,
@@ -123,38 +373,52 @@ async def on_reply(
             return
 
         invocation = _create_agent_invocation(agent, input_kwargs)
-        handler.start_invoke_agent(invocation)
-        round_token = self._react_round.set(0)
-        first_token_seen = False
-        last_msg = None
-        closed = False
+        state = _start_agent(handler, invocation)
         try:
-            async for item in next_handler(**input_kwargs):
-                if not first_token_seen and _is_first_token_event(item):
-                    invocation.monotonic_first_token_s = timeit.default_timer()
-                    first_token_seen = True
-                if isinstance(item, Msg):
-                    last_msg = item
+            business_stream = next_handler(**input_kwargs)
+            iterator = business_stream.__aiter__()
+        except BaseException as exc:
+            if state is not None:
+                _finish_agent(state, exc)
+            raise
+        if state is None:
+            try:
+                async for item in iterator:
+                    yield item
+            except GeneratorExit:
+                await _close_iterator(iterator)
+                raise
+            return
+
+        try:
+            while True:
+                token = _attach_stream_context(state.context)
+                try:
+                    item = await iterator.__anext__()
+                except StopAsyncIteration:
+                    break
+                finally:
+                    _detach_stream_context(token)
+
+                _record_agent_chunk(state, item)
                 yield item
+        except GeneratorExit as exc:
+            token = _attach_stream_context(state.context)
+            try:
+                await _close_iterator(iterator)
+            except BaseException as close_error:
+                _finish_agent(state, close_error)
+                raise
+            finally:
+                _detach_stream_context(token)
+            _finish_agent(state, exc)
+            raise
         except BaseException as exc:
-            handler.fail_invoke_agent(
-                invocation,
-                Error(message=str(exc) or type(exc).__name__, type=type(exc)),
-            )
-            closed = True
+            _finish_agent(state, exc)
             raise
-        else:
-            if last_msg is not None:
-                invocation.output_messages = [_message_to_output(last_msg)]
-                if last_msg.usage is not None:
-                    invocation.input_tokens = last_msg.usage.input_tokens
-                    invocation.output_tokens = last_msg.usage.output_tokens
-            handler.stop_invoke_agent(invocation)
-            closed = True
         finally:
-            self._react_round.reset(round_token)
-            if not closed:
-                handler.stop_invoke_agent(invocation)
+            if not state.finalized:
+                _finish_agent(state)
 
     async def on_model_call(
         self,
@@ -239,57 +503,52 @@ async def on_acting(
             return
 
         tool_call = input_kwargs.get("tool_call")
-        react_invocation = ReactStepInvocation(round=self._next_react_round())
-        handler.start_react_step(react_invocation, context=get_current())
-        invocation = ExecuteToolInvocation(
-            tool_name=getattr(tool_call, "name", "unknown_tool"),
-            tool_type="function",
-            tool_call_id=getattr(tool_call, "id", None),
-            tool_call_arguments=_loads_json(getattr(tool_call, "input", None)),
-            provider="agentscope",
-        )
-        handler.start_execute_tool(invocation)
-        last_item = None
-        tool_closed = False
-        react_closed = False
+        state = _start_acting(handler, agent, tool_call)
         try:
-            async for item in next_handler(**input_kwargs):
-                last_item = item
+            business_stream = next_handler(**input_kwargs)
+            iterator = business_stream.__aiter__()
+        except BaseException as exc:
+            if state is not None:
+                _finish_acting(state, exc)
+            raise
+        if state is None:
+            try:
+                async for item in iterator:
+                    yield item
+            except GeneratorExit:
+                await _close_iterator(iterator)
+                raise
+            return
+
+        try:
+            while True:
+                token = _attach_stream_context(state.tool_context)
+                try:
+                    item = await iterator.__anext__()
+                except StopAsyncIteration:
+                    break
+                finally:
+                    _detach_stream_context(token)
+
+                state.last_item = item
                 yield item
+        except GeneratorExit as exc:
+            token = _attach_stream_context(state.tool_context)
+            try:
+                await _close_iterator(iterator)
+            except BaseException as close_error:
+                _finish_acting(state, close_error)
+                raise
+            finally:
+                _detach_stream_context(token)
+            _finish_acting(state, exc)
+            raise
         except BaseException as exc:
-            error = Error(
-                message=str(exc) or type(exc).__name__, type=type(exc)
-            )
-            handler.fail_execute_tool(
-                invocation,
-                error,
-            )
-            tool_closed = True
-            handler.fail_react_step(react_invocation, error)
-            react_closed = True
+            _finish_acting(state, exc)
             raise
-        else:
-            if isinstance(last_item, ToolResponse):
-                invocation.tool_call_result = _jsonable(
-                    _blocks_to_parts(last_item.content)
-                )
-            elif last_item is not None:
-                invocation.tool_call_result = str(last_item)
-            handler.stop_execute_tool(invocation)
-            tool_closed = True
-            react_invocation.finish_reason = "tool_calls"
-            handler.stop_react_step(react_invocation)
-            react_closed = True
         finally:
-            if not tool_closed:
-                handler.stop_execute_tool(invocation)
-            if not react_closed:
-                handler.stop_react_step(react_invocation)
-
-    def _next_react_round(self) -> int:
-        current = self._react_round.get() + 1
-        self._react_round.set(current)
-        return current
+            if not state.tool_finalized or not state.react_finalized:
+                _finish_acting(state)
 
 
 def _create_agent_invocation(
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/tests/requirements.oldest.txt b/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/tests/requirements.oldest.txt
index 6c2358ca2..d570386af 100644
--- a/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/tests/requirements.oldest.txt
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/tests/requirements.oldest.txt
@@ -16,6 +16,7 @@
 # the oldest supported version of external dependencies.
 
 agentscope>=1.0.0,<2.0.0
+mcp<2
 pytest
 pytest-asyncio
 pytest-cov
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/tests/test_v2_instrumentation.py b/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/tests/test_v2_instrumentation.py
index 8b73b572a..0ddcbccb0 100644
--- a/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/tests/test_v2_instrumentation.py
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-agentscope/tests/test_v2_instrumentation.py
@@ -322,6 +322,256 @@ async def stream():
     assert output_messages[0]["parts"][0]["content"] == "done"
 
 
+async def test_v2_reply_stream_survives_cross_task_heartbeat(
+    instrument,
+    tracer_provider,
+    span_exporter,
+):
+    agent = Agent(
+        name="cross_task_agent",
+        system_prompt="Reply briefly.",
+        model=_make_model(stream=False),
+    )
+    middleware = _middleware(agent._reply_middlewares)
+    child_tracer = trace_api.get_tracer(
+        "agentscope-cross-task-test",
+        tracer_provider=tracer_provider,
+    )
+    expected = Msg(
+        name="assistant",
+        role="assistant",
+        content=[TextBlock(text="done")],
+    )
+
+    async def reply_handler(**kwargs):
+        del kwargs
+        with child_tracer.start_as_current_span("reply-child"):
+            pass
+        yield expected
+
+    stream = middleware.on_reply(agent, {"inputs": []}, reply_handler)
+
+    assert await _heartbeat_next(stream) is expected
+    with pytest.raises(StopAsyncIteration):
+        await _heartbeat_next(stream)
+
+    agent_spans = _spans_by_operation(
+        span_exporter.get_finished_spans(),
+        "invoke_agent",
+    )
+    assert len(agent_spans) == 1
+    assert agent_spans[0].status.status_code == StatusCode.UNSET
+    [child_span] = [
+        span
+        for span in span_exporter.get_finished_spans()
+        if span.name == "reply-child"
+    ]
+    assert child_span.parent.span_id == agent_spans[0].context.span_id
+    assert not trace_api.get_current_span().get_span_context().is_valid
+
+
+async def test_v2_reply_stream_preserves_cross_task_business_error(
+    instrument,
+    span_exporter,
+):
+    agent = Agent(
+        name="cross_task_error_agent",
+        system_prompt="Reply briefly.",
+        model=_make_model(stream=False),
+    )
+    middleware = _middleware(agent._reply_middlewares)
+    expected_error = RuntimeError("reply failed")
+
+    async def reply_handler(**kwargs):
+        del kwargs
+        yield Msg(
+            name="assistant",
+            role="assistant",
+            content=[TextBlock(text="partial")],
+        )
+        raise expected_error
+
+    stream = middleware.on_reply(agent, {"inputs": []}, reply_handler)
+
+    await _heartbeat_next(stream)
+    with pytest.raises(RuntimeError, match="reply failed") as caught:
+        await _heartbeat_next(stream)
+
+    assert caught.value is expected_error
+    agent_spans = _spans_by_operation(
+        span_exporter.get_finished_spans(),
+        "invoke_agent",
+    )
+    assert len(agent_spans) == 1
+    assert agent_spans[0].status.status_code == StatusCode.ERROR
+
+
+async def test_v2_reply_start_failure_preserves_business_stream(
+    instrument,
+    span_exporter,
+    monkeypatch,
+):
+    agent = Agent(
+        name="start_failure_agent",
+        system_prompt="Reply briefly.",
+        model=_make_model(stream=False),
+    )
+    middleware = _middleware(agent._reply_middlewares)
+    expected = Msg(
+        name="assistant",
+        role="assistant",
+        content=[TextBlock(text="business result")],
+    )
+    handler = middleware._handler()
+
+    def start_invoke_agent(*args, **kwargs):
+        del args, kwargs
+        raise ValueError("probe start failure")
+
+    monkeypatch.setattr(handler, "start_invoke_agent", start_invoke_agent)
+
+    async def reply_handler(**kwargs):
+        del kwargs
+        yield expected
+
+    results = [
+        item
+        async for item in middleware.on_reply(
+            agent,
+            {"inputs": []},
+            reply_handler,
+        )
+    ]
+
+    assert results == [expected]
+    assert not span_exporter.get_finished_spans()
+    assert not trace_api.get_current_span().get_span_context().is_valid
+
+
+async def test_v2_reply_finish_failure_does_not_replace_business_result(
+    instrument,
+    span_exporter,
+    monkeypatch,
+):
+    agent = Agent(
+        name="finish_failure_agent",
+        system_prompt="Reply briefly.",
+        model=_make_model(stream=False),
+    )
+    middleware = _middleware(agent._reply_middlewares)
+    expected = Msg(
+        name="assistant",
+        role="assistant",
+        content=[TextBlock(text="business result")],
+    )
+    handler = middleware._handler()
+
+    def stop_invoke_agent(*args, **kwargs):
+        del args, kwargs
+        raise ValueError("probe finish failure")
+
+    monkeypatch.setattr(handler, "stop_invoke_agent", stop_invoke_agent)
+
+    async def reply_handler(**kwargs):
+        del kwargs
+        yield expected
+
+    results = [
+        item
+        async for item in middleware.on_reply(
+            agent,
+            {"inputs": []},
+            reply_handler,
+        )
+    ]
+
+    assert results == [expected]
+    assert len(span_exporter.get_finished_spans()) == 1
+    assert not trace_api.get_current_span().get_span_context().is_valid
+
+
+async def test_v2_reply_fail_callback_preserves_original_business_error(
+    instrument,
+    span_exporter,
+    monkeypatch,
+):
+    agent = Agent(
+        name="fail_callback_agent",
+        system_prompt="Reply briefly.",
+        model=_make_model(stream=False),
+    )
+    middleware = _middleware(agent._reply_middlewares)
+    handler = middleware._handler()
+    business_error = RuntimeError("business failure")
+
+    def fail_invoke_agent(*args, **kwargs):
+        del args, kwargs
+        raise ValueError("probe fail callback failure")
+
+    monkeypatch.setattr(handler, "fail_invoke_agent", fail_invoke_agent)
+
+    async def reply_handler(**kwargs):
+        del kwargs
+        yield Msg(
+            name="assistant",
+            role="assistant",
+            content=[TextBlock(text="partial")],
+        )
+        raise business_error
+
+    stream = middleware.on_reply(agent, {"inputs": []}, reply_handler)
+    await _heartbeat_next(stream)
+    try:
+        await _heartbeat_next(stream)
+    except RuntimeError as exc:
+        assert exc is business_error
+    else:
+        pytest.fail("business error was not raised")
+
+    assert len(span_exporter.get_finished_spans()) == 1
+    assert not trace_api.get_current_span().get_span_context().is_valid
+
+
+async def test_v2_reply_stream_preserves_cross_task_cancellation(
+    instrument,
+    span_exporter,
+):
+    agent = Agent(
+        name="cross_task_cancel_agent",
+        system_prompt="Reply briefly.",
+        model=_make_model(stream=False),
+    )
+    middleware = _middleware(agent._reply_middlewares)
+    resumed = asyncio.Event()
+
+    async def reply_handler(**kwargs):
+        del kwargs
+        yield Msg(
+            name="assistant",
+            role="assistant",
+            content=[TextBlock(text="partial")],
+        )
+        resumed.set()
+        await asyncio.Event().wait()
+
+    stream = middleware.on_reply(agent, {"inputs": []}, reply_handler)
+    await _heartbeat_next(stream)
+
+    pending_next = asyncio.create_task(_heartbeat_next(stream))
+    await asyncio.wait_for(resumed.wait(), timeout=1)
+    pending_next.cancel()
+    with pytest.raises(asyncio.CancelledError):
+        await pending_next
+
+    agent_spans = _spans_by_operation(
+        span_exporter.get_finished_spans(),
+        "invoke_agent",
+    )
+    assert len(agent_spans) == 1
+    assert agent_spans[0].status.status_code == StatusCode.ERROR
+    assert agent_spans[0].attributes["error.type"] == "CancelledError"
+
+
 async def test_v2_tool_acting_hook(instrument, span_exporter):
     agent = Agent(
         name="tool_agent",
@@ -356,6 +606,105 @@ async def tool_handler(**kwargs):
     assert tool_span.attributes["gen_ai.tool.type"] == "function"
 
 
+async def test_v2_acting_aclose_is_normal_across_tasks(
+    instrument,
+    span_exporter,
+    caplog,
+):
+    caplog.set_level("DEBUG", logger="opentelemetry.util.genai.handler")
+    agent = Agent(
+        name="cross_task_close_agent",
+        system_prompt="Use tools.",
+        model=_make_model(stream=False),
+    )
+    middleware = _middleware(agent._acting_middlewares)
+    tool_call = SimpleNamespace(
+        name="successful_tool",
+        id="tool-call-close",
+        input="{}",
+    )
+    expected = ToolResponse(content=[TextBlock(text="success")])
+    closed = 0
+
+    async def tool_handler(**kwargs):
+        nonlocal closed
+        del kwargs
+        try:
+            yield expected
+            yield ToolResponse(content=[TextBlock(text="unused")])
+        finally:
+            closed += 1
+
+    stream = middleware.on_acting(
+        agent,
+        {"tool_call": tool_call},
+        tool_handler,
+    )
+    assert await _heartbeat_next(stream) is expected
+    await asyncio.create_task(stream.aclose())
+
+    spans = span_exporter.get_finished_spans()
+    [tool_span] = _spans_by_operation(spans, "execute_tool")
+    [react_span] = _spans_by_operation(spans, "react")
+    assert closed == 1
+    assert tool_span.status.status_code == StatusCode.UNSET
+    assert react_span.status.status_code == StatusCode.UNSET
+    assert "error.type" not in tool_span.attributes
+    assert "error.type" not in react_span.attributes
+    assert not any(
+        "Context detach failed" in record.getMessage()
+        for record in caplog.records
+    )
+    assert not trace_api.get_current_span().get_span_context().is_valid
+
+
+async def test_v2_acting_aclose_error_preserves_original_exception(
+    instrument,
+    span_exporter,
+):
+    agent = Agent(
+        name="cross_task_close_error_agent",
+        system_prompt="Use tools.",
+        model=_make_model(stream=False),
+    )
+    middleware = _middleware(agent._acting_middlewares)
+    tool_call = SimpleNamespace(
+        name="failing_close_tool",
+        id="tool-call-close-error",
+        input="{}",
+    )
+    close_error = ValueError("business close failure")
+
+    async def tool_handler(**kwargs):
+        del kwargs
+        try:
+            yield ToolResponse(content=[TextBlock(text="partial")])
+        finally:
+            raise close_error
+
+    stream = middleware.on_acting(
+        agent,
+        {"tool_call": tool_call},
+        tool_handler,
+    )
+    await _heartbeat_next(stream)
+    try:
+        await asyncio.create_task(stream.aclose())
+    except ValueError as exc:
+        assert exc is close_error
+    else:
+        pytest.fail("business close error was not raised")
+
+    spans = span_exporter.get_finished_spans()
+    [tool_span] = _spans_by_operation(spans, "execute_tool")
+    [react_span] = _spans_by_operation(spans, "react")
+    assert tool_span.status.status_code == StatusCode.ERROR
+    assert react_span.status.status_code == StatusCode.ERROR
+    assert tool_span.attributes["error.type"] == "ValueError"
+    assert react_span.attributes["error.type"] == "ValueError"
+    assert not trace_api.get_current_span().get_span_context().is_valid
+
+
 async def test_v2_tool_result_content_capture(
     instrument_with_content,
     span_exporter,
@@ -421,6 +770,7 @@ async def tool_handler(**kwargs):
             del kwargs
             yield ToolResponse(content=[TextBlock(text=f"result {idx}")])
 
+        agent.state.cur_iter = idx - 1
         results = [
             item
             async for item in middleware.on_acting(
@@ -454,6 +804,52 @@ async def tool_handler(**kwargs):
     assert {span.parent.span_id for span in tool_spans} == react_span_ids
 
 
+async def test_v2_react_concurrent_tools_share_agent_iteration(
+    instrument,
+    span_exporter,
+):
+    agent = Agent(
+        name="concurrent_tool_agent",
+        system_prompt="Use tools.",
+        model=_make_model(stream=False),
+    )
+    middleware = _middleware(agent._acting_middlewares)
+    agent.state.cur_iter = 2
+
+    async def call_tool(idx: int):
+        tool_call = SimpleNamespace(
+            name=f"tool_{idx}",
+            id=f"tool-call-{idx}",
+            input=f'{{"idx": {idx}}}',
+        )
+
+        async def tool_handler(**kwargs):
+            del kwargs
+            await asyncio.sleep(0)
+            yield ToolResponse(content=[TextBlock(text=f"result {idx}")])
+
+        return [
+            item
+            async for item in middleware.on_acting(
+                agent,
+                {"tool_call": tool_call},
+                tool_handler,
+            )
+        ]
+
+    results = await asyncio.gather(*(call_tool(idx) for idx in range(4)))
+
+    assert all(results)
+    react_spans = _spans_by_operation(
+        span_exporter.get_finished_spans(),
+        "react",
+    )
+    assert len(react_spans) == 4
+    assert {span.attributes["gen_ai.react.round"] for span in react_spans} == {
+        3
+    }
+
+
 @pytest.mark.vcr()
 async def test_v2_agent_non_streaming_e2e(instrument, span_exporter):
     model = _make_model(stream=False)
@@ -544,6 +940,15 @@ def _spans_by_operation(spans, operation_name):
     ]
 
 
+async def _heartbeat_next(stream):
+    """Advance an async generator in a fresh Task, like QwenPaw heartbeat."""
+
+    async def advance():
+        return await stream.__anext__()
+
+    return await asyncio.wait_for(asyncio.create_task(advance()), timeout=1)
+
+
 def _middleware(middlewares):
     return next(
         middleware
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/CHANGELOG.md b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/CHANGELOG.md
index 458ca653a..7ed0855dd 100644
--- a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/CHANGELOG.md
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/CHANGELOG.md
@@ -7,6 +7,20 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## Unreleased
 
+### Added
+
+- Added QwenPaw 2 Entry telemetry around each `Runtime.run` request while
+  preserving the QwenPaw 1 and legacy CoPaw entry points.
+- Added task-safe stream context handoff so QwenPaw heartbeat tasks inherit the
+  Entry span without keeping an attached context token across yields.
+- Records QwenPaw 2 Entry TTFT only after user-visible output and preserves
+  business stream cleanup when Entry telemetry setup fails.
+
+### Fixed
+
+- Restore the Entry context while closing downstream streams and preserve
+  downstream `aclose()` errors instead of finalizing the Entry as successful.
+
 ## Version 0.7.0 (2026-07-03)
 
 There are no changelog entries for this release.
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/README.md b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/README.md
index 5ba2eaa47..47f726eba 100644
--- a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/README.md
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/README.md
@@ -5,7 +5,9 @@ LoongSuite instrumentation for
 on AgentScope.
 
 Compatibility note: CoPaw was renamed to QwenPaw. Installations pinned to
-`copaw<=1.0.2` are still supported during the transition.
+`copaw<=1.0.2` are still supported during the transition. QwenPaw 1 uses
+`AgentRunner.query_handler` as its request entry point; QwenPaw 2 uses
+`Runtime.run`.
 
 ## Getting Started
 
@@ -113,15 +115,17 @@ With Site-bootstrap enabled in the same shell/session, start the app as usual:
 qwenpaw app
 ```
 
-Telemetry for `AgentRunner.query_handler` (Entry span) is then active without
-modifying QwenPaw source code.
+Telemetry for the installed runtime's request entry point
+(`AgentRunner.query_handler` on QwenPaw 1, or `Runtime.run` on QwenPaw 2) is
+then active without modifying QwenPaw source code.
 
 ### Optional: programmatic hook
 
 If you control an embedding process and prefer not to use site-bootstrap, you
 can call `QwenPawInstrumentor().instrument()` (and `uninstrument()` when done)
 before QwenPaw runs in that process—the hook point is still
-`AgentRunner.query_handler`. You must still configure the global
+`AgentRunner.query_handler` on QwenPaw 1 / CoPaw or `Runtime.run` on QwenPaw 2.
+You must still configure the global
 `TracerProvider` / export (for example via OpenTelemetry env vars) consistently
 with the rest of your app.
 
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/__init__.py b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/__init__.py
index a2bc5ffaf..b8cac3ee7 100644
--- a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/__init__.py
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/__init__.py
@@ -15,7 +15,8 @@
 """
 LoongSuite QwenPaw instrumentation.
 
-Instruments ``AgentRunner.query_handler`` with ``ExtendedTelemetryHandler.entry``
+Instruments QwenPaw 1 ``AgentRunner.query_handler`` and QwenPaw 2
+``Runtime.run`` with ``ExtendedTelemetryHandler.entry``
 (``enter_ai_application_system``). Agent / tool / LLM spans come from AgentScope
 and other instrumentations.
 
@@ -42,10 +43,11 @@
 from opentelemetry.instrumentation.qwenpaw.package import (
     _instruments_any,
     get_installed_instrumentation_dependencies,
-    get_installed_runner_modules,
+    get_installed_runtime_targets,
 )
 from opentelemetry.instrumentation.qwenpaw.patch import (
     make_query_handler_wrapper,
+    make_runtime_wrapper,
 )
 from opentelemetry.instrumentation.utils import unwrap
 from opentelemetry.util.genai.extended_handler import ExtendedTelemetryHandler
@@ -76,36 +78,50 @@ def _instrument(self, **kwargs: Any) -> None:
             meter_provider=meter_provider,
             logger_provider=logger_provider,
         )
-        runner_modules = tuple(get_installed_runner_modules())
-        if not runner_modules:
+        runtime_targets = tuple(get_installed_runtime_targets())
+        if not runtime_targets:
             raise ModuleNotFoundError(
                 "No supported QwenPaw runtime package is installed"
             )
 
-        for module_name in runner_modules:
+        for target in runtime_targets:
+            wrapper_factory = (
+                make_runtime_wrapper
+                if target.wrapper_kind == "runtime"
+                else make_query_handler_wrapper
+            )
             wrap_function_wrapper(
-                module_name,
-                "AgentRunner.query_handler",
-                make_query_handler_wrapper(self._handler, module_name),
+                target.module_name,
+                f"{target.class_name}.{target.method_name}",
+                wrapper_factory(self._handler, target.module_name),
             )
             logger.debug(
-                "Instrumented %s.AgentRunner.query_handler", module_name
+                "Instrumented %s.%s.%s",
+                target.module_name,
+                target.class_name,
+                target.method_name,
             )
 
     def _uninstrument(self, **kwargs: Any) -> None:
         del kwargs
         self._handler = None
-        for module_name in get_installed_runner_modules():
+        for target in get_installed_runtime_targets():
             try:
-                runner_module = import_module(module_name)
-                unwrap(runner_module.AgentRunner, "query_handler")
+                runtime_module = import_module(target.module_name)
+                runtime_class = getattr(runtime_module, target.class_name)
+                unwrap(runtime_class, target.method_name)
                 logger.debug(
-                    "Uninstrumented %s.AgentRunner.query_handler", module_name
+                    "Uninstrumented %s.%s.%s",
+                    target.module_name,
+                    target.class_name,
+                    target.method_name,
                 )
             except Exception as exc:
                 logger.warning(
-                    "Failed to uninstrument %s.AgentRunner.query_handler: %s",
-                    module_name,
+                    "Failed to uninstrument %s.%s.%s: %s",
+                    target.module_name,
+                    target.class_name,
+                    target.method_name,
                     exc,
                 )
 
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/_entry_utils.py b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/_entry_utils.py
index 751ec9900..ca9f148b1 100644
--- a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/_entry_utils.py
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/_entry_utils.py
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-"""Build ``EntryInvocation`` from ``AgentRunner.query_handler`` call arguments."""
+"""Build QwenPaw ``EntryInvocation`` objects and message attributes."""
 
 from __future__ import annotations
 
@@ -29,6 +29,16 @@ def _non_empty_str(value: Any) -> str | None:
     return s if s else None
 
 
+def _attribute(value: Any, name: str) -> Any:
+    if isinstance(value, dict):
+        return value.get(name)
+    return getattr(value, name, None)
+
+
+def _enum_value(value: Any) -> Any:
+    return getattr(value, "value", value)
+
+
 def parse_query_handler_call(
     args: tuple[Any, ...],
     kwargs: dict[str, Any],
@@ -47,6 +57,35 @@ def parse_query_handler_call(
     return msgs, request
 
 
+def parse_runtime_call(
+    args: tuple[Any, ...],
+    kwargs: dict[str, Any],
+) -> Any:
+    """Return the QwenPaw 2 ``AgentRequest`` passed to ``Runtime.run``."""
+
+    if args:
+        return args[0]
+    return kwargs.get("request")
+
+
+def _message_text(message: Any) -> str | None:
+    if hasattr(message, "get_text_content"):
+        return _non_empty_str(message.get_text_content())
+
+    content = _attribute(message, "content")
+    if isinstance(content, str):
+        return _non_empty_str(content)
+    if not isinstance(content, (list, tuple)):
+        return None
+
+    texts: list[str] = []
+    for part in content:
+        text = _non_empty_str(_attribute(part, "text"))
+        if text:
+            texts.append(text)
+    return "\n".join(texts) or None
+
+
 def input_messages_from_msgs(msgs: Any) -> list[InputMessage]:
     """Turn AgentScope / runtime message list into ``InputMessage`` entries."""
     if not msgs:
@@ -55,19 +94,24 @@ def input_messages_from_msgs(msgs: Any) -> list[InputMessage]:
         msgs = [msgs]
     out: list[InputMessage] = []
     for m in msgs:
-        role = getattr(m, "role", None) or "user"
-        if hasattr(m, "get_text_content"):
-            text = m.get_text_content()
-            if text:
-                out.append(
-                    InputMessage(
-                        role=role,
-                        parts=[Text(content=text)],
-                    )
+        role = _enum_value(_attribute(m, "role")) or "user"
+        text = _message_text(m)
+        if text:
+            out.append(
+                InputMessage(
+                    role=str(role),
+                    parts=[Text(content=text)],
                 )
+            )
     return out
 
 
+def input_messages_from_runtime_request(request: Any) -> list[InputMessage]:
+    """Map QwenPaw 2 ``AgentRequest.input`` into GenAI input messages."""
+
+    return input_messages_from_msgs(_attribute(request, "input"))
+
+
 def output_message_from_yield_item(item: Any) -> OutputMessage | None:
     """If *item* is ``(Msg, last)`` with an assistant text message, map to output."""
     if not isinstance(item, tuple) or not item:
@@ -89,6 +133,42 @@ def output_message_from_yield_item(item: Any) -> OutputMessage | None:
     )
 
 
+def output_message_from_runtime_item(item: Any) -> OutputMessage | None:
+    """Map a completed QwenPaw 2 response/message envelope."""
+
+    candidates: list[Any]
+    if _attribute(item, "object") == "response":
+        output = _attribute(item, "output")
+        candidates = list(output) if isinstance(output, (list, tuple)) else []
+    else:
+        candidates = [item]
+
+    for message in reversed(candidates):
+        role = _enum_value(_attribute(message, "role"))
+        status = _enum_value(_attribute(message, "status"))
+        if role != "assistant" or status != "completed":
+            continue
+        text = _message_text(message)
+        if text:
+            return OutputMessage(
+                role="assistant",
+                parts=[Text(content=text)],
+                finish_reason="stop",
+            )
+    return None
+
+
+def _entry_attributes(agent_id: str | None, channel: str | None) -> dict:
+    extra_attrs: dict[str, Any] = {}
+    if agent_id:
+        extra_attrs["qwenpaw.agent_id"] = agent_id
+        extra_attrs["copaw.agent_id"] = agent_id
+    if channel:
+        extra_attrs["qwenpaw.channel"] = channel
+        extra_attrs["copaw.channel"] = channel
+    return extra_attrs
+
+
 def build_entry_invocation(
     instance: Any,
     msgs: Any,
@@ -99,23 +179,34 @@ def build_entry_invocation(
     user_id = None
     channel = None
     if request is not None:
-        session_id = _non_empty_str(getattr(request, "session_id", None))
-        user_id = _non_empty_str(getattr(request, "user_id", None))
-        channel = _non_empty_str(getattr(request, "channel", None))
+        session_id = _non_empty_str(_attribute(request, "session_id"))
+        user_id = _non_empty_str(_attribute(request, "user_id"))
+        channel = _non_empty_str(_attribute(request, "channel"))
 
     agent_id = _non_empty_str(getattr(instance, "agent_id", None))
 
-    extra_attrs: dict[str, Any] = {}
-    if agent_id:
-        extra_attrs["qwenpaw.agent_id"] = agent_id
-        extra_attrs["copaw.agent_id"] = agent_id
-    if channel:
-        extra_attrs["qwenpaw.channel"] = channel
-        extra_attrs["copaw.channel"] = channel
-
     return EntryInvocation(
         session_id=session_id,
         user_id=user_id,
         input_messages=input_messages_from_msgs(msgs),
-        attributes=extra_attrs,
+        attributes=_entry_attributes(agent_id, channel),
+    )
+
+
+def build_runtime_entry_invocation(
+    instance: Any,
+    request: Any,
+) -> EntryInvocation:
+    """Build an Entry invocation for QwenPaw 2 ``Runtime.run``."""
+
+    workspace = getattr(instance, "workspace", None)
+    agent_id = _non_empty_str(
+        _attribute(request, "agent_id") or getattr(workspace, "agent_id", None)
+    )
+    channel = _non_empty_str(_attribute(request, "channel"))
+    return EntryInvocation(
+        session_id=_non_empty_str(_attribute(request, "session_id")),
+        user_id=_non_empty_str(_attribute(request, "user_id")),
+        input_messages=input_messages_from_runtime_request(request),
+        attributes=_entry_attributes(agent_id, channel),
     )
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/package.py b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/package.py
index cf5352c64..4f58f473c 100644
--- a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/package.py
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/package.py
@@ -14,6 +14,7 @@
 
 from __future__ import annotations
 
+from dataclasses import dataclass
 from importlib.metadata import PackageNotFoundError, version
 from typing import Collection, Iterator
 
@@ -21,32 +22,71 @@
 
 _instruments = ()
 _instruments_copaw = "copaw >= 0.1.0, <= 1.0.2"
+_instruments_qwenpaw_v1 = "qwenpaw >= 1.1.0, < 2.0.0"
+_instruments_qwenpaw_v2 = "qwenpaw >= 2.0.0"
 _instruments_qwenpaw = "qwenpaw >= 1.1.0"
 _instruments_any = (_instruments_qwenpaw, _instruments_copaw)
+
+
+@dataclass(frozen=True)
+class RuntimeTarget:
+    requirement: str
+    distribution_name: str
+    module_name: str
+    class_name: str
+    method_name: str
+    wrapper_kind: str
+
+
 _runtime_targets = (
-    (_instruments_qwenpaw, "qwenpaw", "qwenpaw.app.runner.runner"),
-    (_instruments_copaw, "copaw", "copaw.app.runner.runner"),
+    RuntimeTarget(
+        _instruments_qwenpaw_v2,
+        "qwenpaw",
+        "qwenpaw.runtime.runtime",
+        "Runtime",
+        "run",
+        "runtime",
+    ),
+    RuntimeTarget(
+        _instruments_qwenpaw_v1,
+        "qwenpaw",
+        "qwenpaw.app.runner.runner",
+        "AgentRunner",
+        "query_handler",
+        "query_handler",
+    ),
+    RuntimeTarget(
+        _instruments_copaw,
+        "copaw",
+        "copaw.app.runner.runner",
+        "AgentRunner",
+        "query_handler",
+        "query_handler",
+    ),
 )
 
 
-def _get_matched_runtime_targets() -> Iterator[tuple[str, str, str]]:
+def get_installed_runtime_targets() -> Iterator[RuntimeTarget]:
     for runtime_target in _runtime_targets:
-        requirement, distribution_name, _ = runtime_target
         try:
-            installed_version = version(distribution_name)
+            installed_version = version(runtime_target.distribution_name)
         except PackageNotFoundError:
             continue
-        if Requirement(requirement).specifier.contains(installed_version):
+        if Requirement(runtime_target.requirement).specifier.contains(
+            installed_version
+        ):
             yield runtime_target
 
 
 def get_installed_instrumentation_dependencies() -> Collection[str]:
     return tuple(
-        requirement for requirement, _, _ in _get_matched_runtime_targets()
+        target.requirement for target in get_installed_runtime_targets()
     )
 
 
 def get_installed_runner_modules() -> Collection[str]:
+    """Return matched module names for compatibility with older callers."""
+
     return tuple(
-        module_name for _, _, module_name in _get_matched_runtime_targets()
+        target.module_name for target in get_installed_runtime_targets()
     )
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/patch.py b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/patch.py
index cb041914d..e13986074 100644
--- a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/patch.py
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/src/opentelemetry/instrumentation/qwenpaw/patch.py
@@ -12,33 +12,260 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-"""Wrap ``AgentRunner.query_handler`` with LoongSuite Entry telemetry."""
+"""Wrap QwenPaw request streams with task-safe LoongSuite Entry telemetry."""
 
 from __future__ import annotations
 
 import logging
 import timeit
-from typing import Any, Callable
+from dataclasses import dataclass
+from typing import Any, AsyncIterator, Callable
 
+from opentelemetry import context as otel_context
+from opentelemetry.context import Context
+from opentelemetry.util.genai import hook_advice
 from opentelemetry.util.genai.extended_handler import ExtendedTelemetryHandler
-from opentelemetry.util.genai.types import Error
+from opentelemetry.util.genai.extended_types import EntryInvocation
+from opentelemetry.util.genai.handler import _safe_detach
+from opentelemetry.util.genai.types import Error, OutputMessage
 
 from ._entry_utils import (
     build_entry_invocation,
+    build_runtime_entry_invocation,
+    output_message_from_runtime_item,
     output_message_from_yield_item,
     parse_query_handler_call,
+    parse_runtime_call,
 )
 
 logger = logging.getLogger(__name__)
 
-_PATCH_TARGET = "AgentRunner.query_handler"
+
+@dataclass
+class _EntryState:
+    handler: ExtendedTelemetryHandler
+    invocation: EntryInvocation
+    context: Context
+    saw_first_token: bool = False
+    last_assistant: OutputMessage | None = None
+    finalized: bool = False
+
+
+@hook_advice("qwenpaw", "build_entry")
+def _build_entry(
+    factory: Callable[..., EntryInvocation],
+    *args: Any,
+) -> EntryInvocation:
+    return factory(*args)
+
+
+def _build_query_handler_entry(
+    instance: Any,
+    args: Any,
+    kwargs: Any,
+) -> EntryInvocation:
+    msgs, request = parse_query_handler_call(args, kwargs)
+    return build_entry_invocation(instance, msgs, request)
+
+
+def _build_runtime_entry(
+    instance: Any,
+    args: Any,
+    kwargs: Any,
+) -> EntryInvocation:
+    request = parse_runtime_call(args, kwargs)
+    return build_runtime_entry_invocation(instance, request)
+
+
+@hook_advice("qwenpaw", "start_entry")
+def _start_entry(
+    handler: ExtendedTelemetryHandler,
+    invocation: EntryInvocation,
+) -> _EntryState:
+    """Start Entry, save its Context, then detach before stream ownership moves."""
+
+    try:
+        handler.start_entry(invocation)
+        entry_context = otel_context.get_current()
+    except Exception:
+        token = invocation.context_token
+        invocation.context_token = None
+        _safe_detach(token)
+        span = invocation.span
+        if span is not None and span.is_recording():
+            span.end()
+        raise
+
+    token = invocation.context_token
+    invocation.context_token = None
+    _safe_detach(token)
+    return _EntryState(
+        handler=handler,
+        invocation=invocation,
+        context=entry_context,
+    )
+
+
+@hook_advice("qwenpaw", "attach_entry")
+def _attach_entry(state: _EntryState) -> object:
+    return otel_context.attach(state.context)
+
+
+@hook_advice("qwenpaw", "detach_entry")
+def _detach_entry(token: object | None) -> None:
+    _safe_detach(token)
+
+
+@hook_advice("qwenpaw", "record_entry_first_token")
+def _record_entry_first_token(
+    state: _EntryState,
+    item: Any,
+    first_token_predicate: Callable[[Any], bool],
+) -> None:
+    if not state.saw_first_token and first_token_predicate(item):
+        state.invocation.response_time_to_first_token = int(
+            (timeit.default_timer() - state.invocation.monotonic_start_s)
+            * 1_000_000_000
+        )
+        state.saw_first_token = True
+
+
+@hook_advice("qwenpaw", "record_entry_output")
+def _record_entry_output(
+    state: _EntryState,
+    item: Any,
+    output_mapper: Callable[[Any], OutputMessage | None],
+) -> None:
+    output = output_mapper(item)
+    if output is not None:
+        state.last_assistant = output
+
+
+def _is_query_handler_first_token(item: Any) -> bool:
+    del item
+    return True
+
+
+def _is_runtime_first_token(item: Any) -> bool:
+    """Ignore QwenPaw protocol envelopes until user-visible output arrives."""
+
+    if getattr(item, "delta", False) is True:
+        text = getattr(item, "text", None)
+        if isinstance(text, str) and text:
+            return True
+
+        data = getattr(item, "data", None)
+        if isinstance(data, dict):
+            arguments = data.get("arguments")
+            if isinstance(arguments, str) and arguments:
+                return True
+
+    return output_message_from_runtime_item(item) is not None
+
+
+@hook_advice("qwenpaw", "finish_entry")
+def _finish_entry(
+    state: _EntryState,
+    error: BaseException | None = None,
+) -> None:
+    """Finalize once, with cleanup even if handler post-processing fails."""
+
+    if state.finalized:
+        return
+    state.finalized = True
+
+    invocation = state.invocation
+    if state.last_assistant is not None:
+        invocation.output_messages = [state.last_assistant]
+
+    token = None
+    span = invocation.span
+    try:
+        token = otel_context.attach(state.context)
+        invocation.context_token = token
+        if error is None or isinstance(error, GeneratorExit):
+            state.handler.stop_entry(invocation)
+        else:
+            state.handler.fail_entry(
+                invocation,
+                Error(
+                    message=str(error) or type(error).__name__,
+                    type=type(error),
+                ),
+            )
+    finally:
+        invocation.context_token = None
+        if span is not None and span.is_recording():
+            _safe_detach(token)
+            span.end()
+
+
+async def _close_iterator(iterator: AsyncIterator[Any]) -> None:
+    close = getattr(iterator, "aclose", None)
+    if close is not None:
+        await close()
+
+
+async def _entry_stream(
+    wrapped: Any,
+    args: Any,
+    kwargs: Any,
+    handler: ExtendedTelemetryHandler,
+    invocation: EntryInvocation,
+    first_token_predicate: Callable[[Any], bool],
+    output_mapper: Callable[[Any], OutputMessage | None],
+) -> AsyncIterator[Any]:
+    """Advance one business item per same-Context Entry attach/detach pair."""
+
+    business_stream = wrapped(*args, **kwargs)
+    iterator = business_stream.__aiter__()
+    state = _start_entry(handler, invocation)
+    if state is None:
+        try:
+            async for item in iterator:
+                yield item
+        except GeneratorExit:
+            await _close_iterator(iterator)
+            raise
+        return
+
+    try:
+        while True:
+            token = _attach_entry(state)
+            try:
+                item = await iterator.__anext__()
+            except StopAsyncIteration:
+                break
+            finally:
+                _detach_entry(token)
+
+            _record_entry_first_token(state, item, first_token_predicate)
+            _record_entry_output(state, item, output_mapper)
+            yield item
+    except GeneratorExit as exc:
+        token = _attach_entry(state)
+        try:
+            await _close_iterator(iterator)
+        except BaseException as close_error:
+            _finish_entry(state, close_error)
+            raise
+        finally:
+            _detach_entry(token)
+        _finish_entry(state, exc)
+        raise
+    except BaseException as exc:
+        _finish_entry(state, exc)
+        raise
+    finally:
+        if not state.finalized:
+            _finish_entry(state)
 
 
 def make_query_handler_wrapper(
     handler: ExtendedTelemetryHandler,
     module_name: str,
 ) -> Callable[..., Any]:
-    """Factory for ``wrapt`` wrapper bound to *handler*."""
+    """Wrap QwenPaw 1 / CoPaw ``AgentRunner.query_handler``."""
 
     def query_handler_wrapper(
         wrapped: Any,
@@ -46,52 +273,57 @@ def query_handler_wrapper(
         args: Any,
         kwargs: Any,
     ) -> Any:
-        async def _aiter():
-            msgs, request = parse_query_handler_call(args, kwargs)
-            invocation = build_entry_invocation(instance, msgs, request)
-            handler.start_entry(invocation)
-            monotonic_start = timeit.default_timer()
-            saw_first_token = False
-            last_assistant = None
-            try:
-                agen = wrapped(*args, **kwargs)
-                async for item in agen:
-                    if not saw_first_token:
-                        invocation.response_time_to_first_token = int(
-                            (timeit.default_timer() - monotonic_start)
-                            * 1_000_000_000
-                        )
-                        saw_first_token = True
-                    out = output_message_from_yield_item(item)
-                    if out is not None:
-                        last_assistant = out
-                    yield item
-            except BaseException as exc:
-                if isinstance(exc, GeneratorExit):
-                    if last_assistant is not None:
-                        invocation.output_messages = [last_assistant]
-                    handler.stop_entry(invocation)
-                    raise
-                logger.debug(
-                    "%s.%s raised %s",
-                    module_name,
-                    _PATCH_TARGET,
-                    type(exc).__name__,
-                    exc_info=True,
-                )
-                handler.fail_entry(
-                    invocation,
-                    Error(
-                        message=str(exc) or type(exc).__name__,
-                        type=type(exc),
-                    ),
-                )
-                raise
-            else:
-                if last_assistant is not None:
-                    invocation.output_messages = [last_assistant]
-                handler.stop_entry(invocation)
-
-        return _aiter()
+        invocation = _build_entry(
+            _build_query_handler_entry,
+            instance,
+            args,
+            kwargs,
+        )
+        if invocation is None:
+            return wrapped(*args, **kwargs)
+        logger.debug("Tracing %s.AgentRunner.query_handler", module_name)
+        return _entry_stream(
+            wrapped,
+            args,
+            kwargs,
+            handler,
+            invocation,
+            _is_query_handler_first_token,
+            output_message_from_yield_item,
+        )
 
     return query_handler_wrapper
+
+
+def make_runtime_wrapper(
+    handler: ExtendedTelemetryHandler,
+    module_name: str,
+) -> Callable[..., Any]:
+    """Wrap QwenPaw 2 ``Runtime.run`` as one Entry span per request."""
+
+    def runtime_wrapper(
+        wrapped: Any,
+        instance: Any,
+        args: Any,
+        kwargs: Any,
+    ) -> Any:
+        invocation = _build_entry(
+            _build_runtime_entry,
+            instance,
+            args,
+            kwargs,
+        )
+        if invocation is None:
+            return wrapped(*args, **kwargs)
+        logger.debug("Tracing %s.Runtime.run", module_name)
+        return _entry_stream(
+            wrapped,
+            args,
+            kwargs,
+            handler,
+            invocation,
+            _is_runtime_first_token,
+            output_message_from_runtime_item,
+        )
+
+    return runtime_wrapper
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/conftest.py b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/conftest.py
index f3b541696..b6ad1ac56 100644
--- a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/conftest.py
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/conftest.py
@@ -69,3 +69,11 @@ def _import_runner_module():
 @pytest.fixture(name="runner_module")
 def fixture_runner_module():
     return _import_runner_module()
+
+
+@pytest.fixture(name="runtime_module")
+def fixture_runtime_module():
+    try:
+        return importlib.import_module("qwenpaw.runtime.runtime")
+    except ImportError:
+        pytest.skip("QwenPaw 2 runtime is not installed")
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/requirements.latest.txt b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/requirements.latest.txt
index 0d6b211fb..0c905102b 100644
--- a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/requirements.latest.txt
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/requirements.latest.txt
@@ -12,10 +12,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# This variant of the requirements aims to test the system using
-# the latest supported QwenPaw runtime.
+# This variant tests the latest supported QwenPaw 2 runtime.
 
-qwenpaw==1.1.12.post3
+qwenpaw==2.0.1
 pytest
 pytest-asyncio
 wrapt<2.0.0
@@ -24,5 +23,6 @@ opentelemetry-sdk
 opentelemetry-semantic-conventions
 opentelemetry-instrumentation
 
+-e instrumentation-loongsuite/loongsuite-instrumentation-agentscope
 -e instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw
 -e util/opentelemetry-util-genai
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/requirements.oldest.txt b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/requirements.oldest.txt
index 79481ca1b..d9ec1ad6e 100644
--- a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/requirements.oldest.txt
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/requirements.oldest.txt
@@ -16,6 +16,7 @@
 # the last supported legacy runtime.
 
 copaw==1.0.2
+mcp<2
 pytest
 pytest-asyncio
 wrapt
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/requirements.v1.txt b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/requirements.v1.txt
new file mode 100644
index 000000000..53b19c512
--- /dev/null
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/requirements.v1.txt
@@ -0,0 +1,28 @@
+# Copyright The OpenTelemetry Authors
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# This variant tests the latest supported QwenPaw 1 runtime.
+
+qwenpaw==1.1.12.post3
+mcp<2
+pytest
+pytest-asyncio
+wrapt<2.0.0
+opentelemetry-api
+opentelemetry-sdk
+opentelemetry-semantic-conventions
+opentelemetry-instrumentation
+
+-e instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw
+-e util/opentelemetry-util-genai
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/test_compatibility.py b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/test_compatibility.py
index 6d4e826b6..b71a509c8 100644
--- a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/test_compatibility.py
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/test_compatibility.py
@@ -26,6 +26,7 @@
 from opentelemetry.instrumentation.qwenpaw.package import (
     get_installed_instrumentation_dependencies,
     get_installed_runner_modules,
+    get_installed_runtime_targets,
 )
 
 
@@ -41,6 +42,12 @@ def _fake_copaw_version(name):
     raise importlib.metadata.PackageNotFoundError
 
 
+def _fake_qwenpaw_v2_version(name):
+    if name == "qwenpaw":
+        return "2.0.0.post4"
+    raise importlib.metadata.PackageNotFoundError
+
+
 def test_runtime_detection_prefers_installed_qwenpaw(monkeypatch):
     monkeypatch.setattr(
         "opentelemetry.instrumentation.qwenpaw.package.version",
@@ -48,13 +55,29 @@ def test_runtime_detection_prefers_installed_qwenpaw(monkeypatch):
     )
 
     assert get_installed_instrumentation_dependencies() == (
-        "qwenpaw >= 1.1.0",
+        "qwenpaw >= 1.1.0, < 2.0.0",
     )
     assert get_installed_runner_modules() == ("qwenpaw.app.runner.runner",)
     assert CoPawInstrumentor().instrumentation_dependencies() == (
-        "qwenpaw >= 1.1.0",
+        "qwenpaw >= 1.1.0, < 2.0.0",
+    )
+
+
+def test_runtime_detection_uses_qwenpaw_v2_runtime(monkeypatch):
+    monkeypatch.setattr(
+        "opentelemetry.instrumentation.qwenpaw.package.version",
+        _fake_qwenpaw_v2_version,
     )
 
+    assert get_installed_instrumentation_dependencies() == (
+        "qwenpaw >= 2.0.0",
+    )
+    [target] = get_installed_runtime_targets()
+    assert target.module_name == "qwenpaw.runtime.runtime"
+    assert target.class_name == "Runtime"
+    assert target.method_name == "run"
+    assert target.wrapper_kind == "runtime"
+
 
 def test_runtime_detection_falls_back_to_legacy_copaw(monkeypatch):
     monkeypatch.setattr(
@@ -77,8 +100,8 @@ def test_uninstrument_handles_qwenpaw_runner(monkeypatch):
     unwrap_calls = []
 
     monkeypatch.setattr(
-        "opentelemetry.instrumentation.qwenpaw.get_installed_runner_modules",
-        lambda: ("qwenpaw.app.runner.runner",),
+        "opentelemetry.instrumentation.qwenpaw.package.version",
+        _fake_qwenpaw_version,
     )
     monkeypatch.setattr(
         "opentelemetry.instrumentation.qwenpaw.import_module",
diff --git a/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/test_runtime_v2.py b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/test_runtime_v2.py
new file mode 100644
index 000000000..be6766317
--- /dev/null
+++ b/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/test_runtime_v2.py
@@ -0,0 +1,670 @@
+# Copyright The OpenTelemetry Authors
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""QwenPaw 2 ``Runtime.run`` Entry lifecycle and isolation tests."""
+
+from __future__ import annotations
+
+import asyncio
+import json
+from types import SimpleNamespace
+
+import pytest
+
+pytest.importorskip(
+    "opentelemetry.instrumentation.agentscope._v2_middleware",
+    reason="QwenPaw 2 runtime tests require AgentScope v2 instrumentation",
+)
+
+from agentscope.message import TextBlock
+from agentscope.model import ChatModelBase, ChatResponse
+from agentscope.tool import ToolResponse
+
+from opentelemetry import trace
+from opentelemetry.instrumentation.agentscope._v2_middleware import (
+    AgentScopeV2Middleware,
+)
+from opentelemetry.instrumentation.qwenpaw import QwenPawInstrumentor
+from opentelemetry.semconv._incubating.attributes import (
+    gen_ai_attributes as GenAI,
+)
+from opentelemetry.util.genai.extended_semconv.gen_ai_extended_attributes import (
+    GEN_AI_RESPONSE_TIME_TO_FIRST_TOKEN,
+    GEN_AI_SESSION_ID,
+    GEN_AI_USER_ID,
+)
+
+
+def _request(session_id: str, text: str = "hello"):
+    return SimpleNamespace(
+        session_id=session_id,
+        user_id=f"user-{session_id}",
+        channel="console",
+        input=[
+            SimpleNamespace(
+                role="user",
+                content=[SimpleNamespace(text=text)],
+            )
+        ],
+    )
+
+
+def _completed_message(text: str):
+    return SimpleNamespace(
+        object="message",
+        role="assistant",
+        status="completed",
+        content=[SimpleNamespace(text=text)],
+    )
+
+
+def _runtime(runtime_module, agent_id: str = "v2-agent"):
+    return runtime_module.Runtime(
+        workspace=SimpleNamespace(agent_id=agent_id),
+        app_services=None,
+    )
+
+
+def _instrument(tracer_provider):
+    instrumentor = QwenPawInstrumentor()
+    instrumentor.instrument(
+        skip_dep_check=True,
+        tracer_provider=tracer_provider,
+    )
+    return instrumentor
+
+
+async def _task_next(stream):
+    async def advance():
+        return await stream.__anext__()
+
+    return await asyncio.create_task(advance())
+
+
+def _entry_spans(span_exporter):
+    return [
+        span
+        for span in span_exporter.get_finished_spans()
+        if span.name == "enter_ai_application_system"
+    ]
+
+
+@pytest.mark.asyncio
+async def test_runtime_entry_parents_heartbeat_child_across_tasks(
+    runtime_module,
+    tracer_provider,
+    span_exporter,
+    monkeypatch,
+):
+    child_tracer = trace.get_tracer(
+        "qwenpaw-v2-test",
+        tracer_provider=tracer_provider,
+    )
+    expected = _completed_message("done")
+
+    async def fake_run(self, request):
+        del self, request
+
+        async def heartbeat_child():
+            with child_tracer.start_as_current_span("invoke_agent"):
+                return expected
+
+        yield await asyncio.create_task(heartbeat_child())
+
+    monkeypatch.setattr(runtime_module.Runtime, "run", fake_run)
+    instrumentor = _instrument(tracer_provider)
+    try:
+        stream = (
+            _runtime(runtime_module).run(_request("session-1")).__aiter__()
+        )
+        assert await _task_next(stream) is expected
+        with pytest.raises(StopAsyncIteration):
+            await _task_next(stream)
+    finally:
+        instrumentor.uninstrument()
+
+    spans = span_exporter.get_finished_spans()
+    [entry] = [
+        span for span in spans if span.name == "enter_ai_application_system"
+    ]
+    [agent] = [span for span in spans if span.name == "invoke_agent"]
+    assert agent.context.trace_id == entry.context.trace_id
+    assert agent.parent.span_id == entry.context.span_id
+    assert not trace.get_current_span().get_span_context().is_valid
+    assert entry.attributes[GEN_AI_SESSION_ID] == "session-1"
+    assert entry.attributes[GEN_AI_USER_ID] == "user-session-1"
+    assert entry.attributes["qwenpaw.agent_id"] == "v2-agent"
+    assert entry.attributes["qwenpaw.channel"] == "console"
+
+
+@pytest.mark.asyncio
+async def test_runtime_sequential_requests_finish_as_separate_traces(
+    runtime_module,
+    tracer_provider,
+    span_exporter,
+    monkeypatch,
+):
+    child_tracer = trace.get_tracer(
+        "qwenpaw-v2-test",
+        tracer_provider=tracer_provider,
+    )
+
+    async def fake_run(self, request):
+        del self
+        with child_tracer.start_as_current_span("invoke_agent"):
+            yield _completed_message(request.session_id)
+
+    monkeypatch.setattr(runtime_module.Runtime, "run", fake_run)
+    instrumentor = _instrument(tracer_provider)
+    try:
+        runtime = _runtime(runtime_module)
+        for session_id in ("session-a", "session-b"):
+            chunks = [item async for item in runtime.run(_request(session_id))]
+            assert len(chunks) == 1
+            assert len(_entry_spans(span_exporter)) == (
+                1 if session_id == "session-a" else 2
+            )
+    finally:
+        instrumentor.uninstrument()
+
+    entries = _entry_spans(span_exporter)
+    assert len(entries) == 2
+    assert len({span.context.trace_id for span in entries}) == 2
+
+
+@pytest.mark.asyncio
+async def test_runtime_entry_captures_v2_input_and_output(
+    runtime_module,
+    tracer_provider,
+    span_exporter,
+    monkeypatch,
+):
+    monkeypatch.setenv(
+        "OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT",
+        "SPAN_ONLY",
+    )
+    expected = _completed_message("v2-output")
+
+    async def fake_run(self, request):
+        del self, request
+        yield expected
+
+    monkeypatch.setattr(runtime_module.Runtime, "run", fake_run)
+    instrumentor = _instrument(tracer_provider)
+    try:
+        chunks = [
+            item
+            async for item in _runtime(runtime_module).run(
+                _request("content-session", "v2-input")
+            )
+        ]
+        assert chunks == [expected]
+    finally:
+        instrumentor.uninstrument()
+
+    [entry] = _entry_spans(span_exporter)
+    input_messages = json.loads(entry.attributes[GenAI.GEN_AI_INPUT_MESSAGES])
+    output_messages = json.loads(
+        entry.attributes[GenAI.GEN_AI_OUTPUT_MESSAGES]
+    )
+    assert input_messages[0]["parts"][0]["content"] == "v2-input"
+    assert output_messages[0]["parts"][0]["content"] == "v2-output"
+
+
+@pytest.mark.asyncio
+async def test_runtime_ttft_ignores_protocol_and_heartbeat_envelopes(
+    runtime_module,
+    tracer_provider,
+    span_exporter,
+    monkeypatch,
+):
+    created = SimpleNamespace(object="response", status="created", output=[])
+    heartbeat = SimpleNamespace(
+        object="response",
+        status="in_progress",
+        output=[],
+    )
+    first_delta = SimpleNamespace(delta=True, text="first token")
+    expected = _completed_message("done")
+
+    async def fake_run(self, request):
+        del self, request
+        yield created
+        yield heartbeat
+        yield first_delta
+        yield expected
+
+    timer_values = iter((10.0, 10.5, 11.0))
+    monkeypatch.setattr(
+        "opentelemetry.instrumentation.qwenpaw.patch.timeit.default_timer",
+        lambda: next(timer_values),
+    )
+    monkeypatch.setattr(runtime_module.Runtime, "run", fake_run)
+    instrumentor = _instrument(tracer_provider)
+    try:
+        chunks = [
+            item
+            async for item in _runtime(runtime_module).run(
+                _request("ttft-session")
+            )
+        ]
+    finally:
+        instrumentor.uninstrument()
+
+    assert chunks == [created, heartbeat, first_delta, expected]
+    [entry] = _entry_spans(span_exporter)
+    assert entry.attributes[GEN_AI_RESPONSE_TIME_TO_FIRST_TOKEN] == 500_000_000
+
+
+@pytest.mark.asyncio
+async def test_runtime_preserves_business_error_when_fail_callback_fails(
+    runtime_module,
+    tracer_provider,
+    span_exporter,
+    monkeypatch,
+):
+    business_error = RuntimeError("business failure")
+
+    async def fake_run(self, request):
+        del self, request
+        yield _completed_message("partial")
+        raise business_error
+
+    monkeypatch.setattr(runtime_module.Runtime, "run", fake_run)
+    instrumentor = _instrument(tracer_provider)
+
+    def fail_entry(*args, **kwargs):
+        del args, kwargs
+        raise ValueError("probe failure")
+
+    monkeypatch.setattr(instrumentor._handler, "fail_entry", fail_entry)
+    try:
+        stream = _runtime(runtime_module).run(_request("error-session"))
+        iterator = stream.__aiter__()
+        await iterator.__anext__()
+        try:
+            await iterator.__anext__()
+        except RuntimeError as exc:
+            assert exc is business_error
+        else:
+            pytest.fail("business error was not raised")
+    finally:
+        instrumentor.uninstrument()
+
+    assert len(_entry_spans(span_exporter)) == 1
+
+
+@pytest.mark.asyncio
+async def test_runtime_start_failure_preserves_business_chunks(
+    runtime_module,
+    tracer_provider,
+    span_exporter,
+    monkeypatch,
+):
+    expected = _completed_message("business-result")
+    calls = 0
+
+    async def fake_run(self, request):
+        nonlocal calls
+        del self, request
+        calls += 1
+        yield expected
+
+    monkeypatch.setattr(runtime_module.Runtime, "run", fake_run)
+    instrumentor = _instrument(tracer_provider)
+    original_start_entry = instrumentor._handler.start_entry
+
+    def start_entry(*args, **kwargs):
+        del args, kwargs
+        raise ValueError("probe start failure")
+
+    monkeypatch.setattr(instrumentor._handler, "start_entry", start_entry)
+    try:
+        chunks = [
+            item
+            async for item in _runtime(runtime_module).run(
+                _request("start-failure")
+            )
+        ]
+        monkeypatch.setattr(
+            instrumentor._handler,
+            "start_entry",
+            original_start_entry,
+        )
+        clean_chunks = [
+            item
+            async for item in _runtime(runtime_module).run(
+                _request("clean-sibling")
+            )
+        ]
+    finally:
+        instrumentor.uninstrument()
+
+    assert calls == 2
+    assert chunks == [expected]
+    assert clean_chunks == [expected]
+    assert len(_entry_spans(span_exporter)) == 1
+
+
+@pytest.mark.asyncio
+async def test_runtime_start_failure_aclose_closes_business_stream_once(
+    runtime_module,
+    tracer_provider,
+    span_exporter,
+    monkeypatch,
+):
+    expected = _completed_message("first")
+    closed = 0
+
+    async def fake_run(self, request):
+        nonlocal closed
+        del self, request
+        try:
+            yield expected
+            yield _completed_message("second")
+        finally:
+            closed += 1
+
+    monkeypatch.setattr(runtime_module.Runtime, "run", fake_run)
+    instrumentor = _instrument(tracer_provider)
+
+    def start_entry(*args, **kwargs):
+        del args, kwargs
+        raise ValueError("probe start failure")
+
+    monkeypatch.setattr(instrumentor._handler, "start_entry", start_entry)
+    try:
+        stream = _runtime(runtime_module).run(_request("start-failure-close"))
+        assert await stream.__anext__() is expected
+        await asyncio.create_task(stream.aclose())
+    finally:
+        instrumentor.uninstrument()
+
+    assert closed == 1
+    assert len(_entry_spans(span_exporter)) == 0
+    assert not trace.get_current_span().get_span_context().is_valid
+
+
+@pytest.mark.asyncio
+async def test_runtime_mapping_and_stop_failures_preserve_business_chunks(
+    runtime_module,
+    tracer_provider,
+    span_exporter,
+    monkeypatch,
+):
+    expected = _completed_message("business-result")
+
+    async def fake_run(self, request):
+        del self, request
+        yield expected
+
+    def map_output(item):
+        del item
+        raise ValueError("probe mapping failure")
+
+    monkeypatch.setattr(runtime_module.Runtime, "run", fake_run)
+    monkeypatch.setattr(
+        "opentelemetry.instrumentation.qwenpaw.patch."
+        "output_message_from_runtime_item",
+        map_output,
+    )
+    instrumentor = _instrument(tracer_provider)
+
+    def stop_entry(*args, **kwargs):
+        del args, kwargs
+        raise ValueError("probe stop failure")
+
+    monkeypatch.setattr(instrumentor._handler, "stop_entry", stop_entry)
+    try:
+        chunks = [
+            item
+            async for item in _runtime(runtime_module).run(
+                _request("stop-failure")
+            )
+        ]
+    finally:
+        instrumentor.uninstrument()
+
+    assert chunks == [expected]
+    assert len(_entry_spans(span_exporter)) == 1
+
+
+@pytest.mark.asyncio
+async def test_runtime_cancellation_finishes_entry(
+    runtime_module,
+    tracer_provider,
+    span_exporter,
+    monkeypatch,
+):
+    started = asyncio.Event()
+    never = asyncio.Event()
+
+    async def fake_run(self, request):
+        del self, request
+        started.set()
+        await never.wait()
+        yield None
+
+    monkeypatch.setattr(runtime_module.Runtime, "run", fake_run)
+    instrumentor = _instrument(tracer_provider)
+    try:
+        stream = _runtime(runtime_module).run(_request("cancel-session"))
+        task = asyncio.create_task(stream.__anext__())
+        await started.wait()
+        task.cancel()
+        with pytest.raises(asyncio.CancelledError):
+            await task
+    finally:
+        instrumentor.uninstrument()
+
+    assert len(_entry_spans(span_exporter)) == 1
+
+
+@pytest.mark.asyncio
+async def test_runtime_aclose_closes_business_stream_once(
+    runtime_module,
+    tracer_provider,
+    span_exporter,
+    monkeypatch,
+):
+    expected = _completed_message("first")
+    closed = 0
+
+    async def fake_run(self, request):
+        nonlocal closed
+        del self, request
+        try:
+            yield expected
+            yield _completed_message("second")
+        finally:
+            closed += 1
+
+    monkeypatch.setattr(runtime_module.Runtime, "run", fake_run)
+    instrumentor = _instrument(tracer_provider)
+    try:
+        stream = _runtime(runtime_module).run(_request("close-session"))
+        assert await stream.__anext__() is expected
+        await asyncio.create_task(stream.aclose())
+    finally:
+        instrumentor.uninstrument()
+
+    assert closed == 1
+    assert len(_entry_spans(span_exporter)) == 1
+    assert not trace.get_current_span().get_span_context().is_valid
+
+
+@pytest.mark.asyncio
+async def test_runtime_aclose_preserves_agentscope_tree_and_success_status(
+    runtime_module,
+    tracer_provider,
+    span_exporter,
+    monkeypatch,
+    caplog,
+):
+    caplog.set_level("DEBUG", logger="opentelemetry.util.genai.handler")
+    model = object.__new__(ChatModelBase)
+    model.model = "test-model"
+    model.parameters = None
+    agent = SimpleNamespace(
+        name="combined-agent",
+        model=model,
+        state=SimpleNamespace(cur_iter=0, session_id="combined-session"),
+        _system_prompt="Use the tool.",
+    )
+    tool_call = SimpleNamespace(
+        name="successful_tool",
+        id="tool-call-combined",
+        input="{}",
+    )
+    agent_middleware = None
+
+    async def model_handler(**kwargs):
+        del kwargs
+        return ChatResponse(
+            content=[TextBlock(text="Use the tool.")],
+            is_last=True,
+        )
+
+    async def tool_handler(**kwargs):
+        del kwargs
+        yield ToolResponse(content=[TextBlock(text="success")])
+        yield ToolResponse(content=[TextBlock(text="unused")])
+
+    async def reply_handler(**kwargs):
+        del kwargs
+        assert agent_middleware is not None
+        await agent_middleware.on_model_call(
+            agent,
+            {
+                "current_model": model,
+                "messages": [],
+            },
+            model_handler,
+        )
+        acting_stream = agent_middleware.on_acting(
+            agent,
+            {"tool_call": tool_call},
+            tool_handler,
+        )
+        try:
+            async for item in acting_stream:
+                yield item
+        except GeneratorExit:
+            await acting_stream.aclose()
+            raise
+
+    async def fake_run(self, request):
+        del self, request
+        assert agent_middleware is not None
+        reply_stream = agent_middleware.on_reply(
+            agent,
+            {"inputs": []},
+            reply_handler,
+        )
+        try:
+            async for item in reply_stream:
+                yield item
+        except GeneratorExit:
+            await reply_stream.aclose()
+            raise
+
+    monkeypatch.setattr(runtime_module.Runtime, "run", fake_run)
+    instrumentor = _instrument(tracer_provider)
+    monkeypatch.setattr(
+        instrumentor._handler,
+        "process_multimodal_stop",
+        lambda *args, **kwargs: False,
+    )
+    agent_middleware = AgentScopeV2Middleware(lambda: instrumentor._handler)
+    try:
+        stream = _runtime(runtime_module).run(
+            _request("combined-runtime-close")
+        )
+        first = await asyncio.create_task(stream.__anext__())
+        assert isinstance(first, ToolResponse)
+        await asyncio.create_task(stream.aclose())
+    finally:
+        instrumentor.uninstrument()
+
+    spans = span_exporter.get_finished_spans()
+    [entry] = _entry_spans(span_exporter)
+    [agent_span] = [
+        span
+        for span in spans
+        if span.attributes.get("gen_ai.operation.name") == "invoke_agent"
+    ]
+    [llm_span] = [
+        span
+        for span in spans
+        if span.attributes.get("gen_ai.operation.name") == "chat"
+    ]
+    [react_span] = [
+        span
+        for span in spans
+        if span.attributes.get("gen_ai.operation.name") == "react"
+    ]
+    [tool_span] = [
+        span
+        for span in spans
+        if span.attributes.get("gen_ai.operation.name") == "execute_tool"
+    ]
+
+    assert agent_span.parent.span_id == entry.context.span_id
+    assert llm_span.parent.span_id == agent_span.context.span_id
+    assert react_span.parent.span_id == agent_span.context.span_id
+    assert tool_span.parent.span_id == react_span.context.span_id
+    for span in (entry, agent_span, llm_span, react_span, tool_span):
+        assert span.status.status_code.name == "UNSET"
+        assert "error.type" not in span.attributes
+    assert not any(
+        "Context detach failed" in record.getMessage()
+        or "Failed to detach context" in record.getMessage()
+        for record in caplog.records
+    )
+    assert not trace.get_current_span().get_span_context().is_valid
+
+
+@pytest.mark.asyncio
+async def test_runtime_aclose_error_still_finishes_entry(
+    runtime_module,
+    tracer_provider,
+    span_exporter,
+    monkeypatch,
+):
+    close_error = ValueError("business close failure")
+
+    async def fake_run(self, request):
+        del self, request
+        try:
+            yield _completed_message("first")
+        finally:
+            raise close_error
+
+    monkeypatch.setattr(runtime_module.Runtime, "run", fake_run)
+    instrumentor = _instrument(tracer_provider)
+    try:
+        stream = _runtime(runtime_module).run(_request("close-error"))
+        await stream.__anext__()
+        try:
+            await stream.aclose()
+        except ValueError as exc:
+            assert exc is close_error
+        else:
+            pytest.fail("business close error was not raised")
+    finally:
+        instrumentor.uninstrument()
+
+    [entry] = _entry_spans(span_exporter)
+    assert entry.status.status_code.name == "ERROR"
+    assert entry.attributes["error.type"] == "ValueError"
diff --git a/tox-loongsuite.ini b/tox-loongsuite.ini
index 1c64bb97e..51ccf7b06 100644
--- a/tox-loongsuite.ini
+++ b/tox-loongsuite.ini
@@ -96,7 +96,8 @@ envlist =
     lint-loongsuite-instrumentation-crewai
 
     ; loongsuite-instrumentation-qwenpaw
-    py3{10,11,12,13}-test-loongsuite-instrumentation-qwenpaw-{latest,legacy}
+    py3{11,12,13}-test-loongsuite-instrumentation-qwenpaw-latest
+    py3{10,11,12,13}-test-loongsuite-instrumentation-qwenpaw-{v1,legacy}
     lint-loongsuite-instrumentation-qwenpaw
 
     ; loongsuite-instrumentation-algotune
@@ -233,6 +234,7 @@ deps =
   crewai: -r {toxinidir}/instrumentation-loongsuite/loongsuite-instrumentation-crewai/tests/test-requirements.txt
 
   qwenpaw-latest: -r {toxinidir}/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/requirements.latest.txt
+  qwenpaw-v1: -r {toxinidir}/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/requirements.v1.txt
   qwenpaw-legacy: -r {toxinidir}/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/requirements.oldest.txt
   lint-loongsuite-instrumentation-qwenpaw: -r {toxinidir}/instrumentation-loongsuite/loongsuite-instrumentation-qwenpaw/tests/requirements.latest.txt