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ChatAnthropic streaming on thinking-by-default models (claude-opus-5/sonnet-5) yields malformed content; replaying it 400s the next turn
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### Submission checklist
- [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)
- [ ] langchain
- [ ] langchain-openai
- [x] 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
https://github.com/langchain-ai/langchain/issues/34406 and https://github.com/langchain-ai/langchain/issues/35442 report adjacent streaming symptoms but a different root cause.
The closed thinking-replay family (https://github.com/langchain-ai/langchain/issues/38977, https://github.com/langchain-ai/langchain/issues/38639, https://github.com/langchain-ai/langchain/issues/39055, https://github.com/langchain-ai/langchain/issues/38638) fixed explicit-thinking replay; this report is about implicit thinking, which those fixes don't cover.
### Reproduction Steps / Example Code (Python)
```python
from langchain_anthropic import ChatAnthropic
llm = ChatAnthropic(model="claude-opus-5") # thinking runs by default on this model
final = None
for chunk in llm.stream("In one word, what is the capital of France?"):
final = chunk if fi…
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