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[langchain] trace=False on agent model node in factory.py prevents callback setup
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上游 issue 正文
### Checked other resources
- [x] This is a bug, not a usage question.
- [x] I added a clear and descriptive title that summarizes this issue.
- [x] I used the GitHub search to find a similar question and didn't find it.
- [x] I am sure that this is a bug in LangChain rather than my code.
- [x] The bug is not resolved by updating to the latest stable version of LangChain (or the specific integration package).
- [x] This is not related to the langchain-community package.
- [x] I posted a self-contained, minimal, reproducible example. A maintainer can copy it and run it AS IS.
### Package (Required)
- [x] langchain
- [ ] langchain-openai
- [ ] langchain-anthropic
- [ ] langchain-classic
- [ ] langchain-core
- [ ] langchain-model-profiles
- [ ] langchain-tests
- [ ] langchain-text-splitters
- [ ] langchain-chroma
- [ ] langchain-deepseek
- [ ] langchain-exa
- [ ] langchain-fireworks
- [ ] langchain-groq
- [ ] langchain-huggingface
- [ ] langchain-mistralai
- [ ] langchain-nomic
- [ ] langchain-ollama
- [ ] langchain-openrouter
- [ ] langchain-perplexity
- [ ] langchain-qdrant
- [ ] langchain-xai
- [ ] Other / not sure / general
### Related Issues / PRs
DeepAgents #2315 - Related callback propagation issue
Langfuse #10721 - Nested traces broken (this issue contributes to that problem)
https://github.com/langchain-ai/langchain/issues/30901 (config propagation in agent nodes)
### Reproduction Steps / Example Code (Python)
```python
"""
Minimal reproducible example showing trace=False prevents callback setup.
When trace=False is set on a RunnableCallable, the on_llm_start callback
is never triggered, breaking Langfuse, OpenTelemetry, and other observability.
"""
import asyncio
from typing import Any, Optional
from langchain.agents import create_react_agent
from langchain_core.callbacks import BaseCallbackHandler
from langchain_core.callbacks.manager import AsyncCallbackManager
from langchain_core.prompts import ChatPromptTemplate
from langchain_core.messages import AIMessa…
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