langgraph
https://github.com/langchain-ai/langgraph
Python
Build resilient language agents as graphs.
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- Issues
- BaseCheckpointSaver silently replaces an explicitly supplied falsey serializer
- config typing warning recommends 'RunnableConfig | None', but that exact annotation triggers the warning (under PEP 563) and silently disables config injection
- ShallowPostgresSaver and AsyncShallowPostgresSaver do not implement delete_thread
- AsyncBatchedBaseStore's public put()/aput() drop the supports_ttl guard, so a ttl is silently discarded instead of rejected
- SqliteStore ignores `TTLConfig.omit_expired`: expired-but-unswept rows are still returned by `get`, `search` and `list_namespaces`
- sdk-py: SyncStreamController._reconnect_shared_stream is defined twice — the locking added by #7829 never took effect
- SABLE: verified external agent execution in ~10 minutes (reusable GitHub Actions path)
- 建议：支持Build resilient agents.，适配无人零售/IoT场景
- When a hired agent doesn’t deliver — has that happened to you?
- Missing test coverage for `before` and `limit` params in InMemorySaver.list()
- Docs
- Python not yet supported