deepagents
https://github.com/langchain-ai/deepagents
Python
Deep Agents is an agent harness built on langchain and langgraph. Deep Agents are equipped with a planning tool, a filesystem backend, and the ability to spawn subagents - making them well-equipped to handle complex agentic tasks.
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- Issues
- RFC: generic provider model metadata discovery protocol
- Generalize caching
- Pin eval runs to commit hashes
- async-native Daytona sandbox backend
- `AsyncSubAgentMiddleware` precise resume support for interrupted tasks
- Validate `CompositeBackend` route prefixes at construction time
- Native local sandbox backend (Linux for now, no cloud dependency)
- Provider-native file uploads in `FilesystemMiddleware` / `read_file`
- Preserve full message content from `CompiledSubAgent`
- `RunloopSandbox.download_files`/`upload_files` failure crashes entire batch
- Docs
- Python not yet supported