Future Enhancements

Roadmap / Future Enhancements (Not Implemented)

The uploaded project does not implement the features below; they are suggested engineering directions.

1. Introduce actual LLM-backed specialized research/planner/executor agents, with explicit message contracts.
2. Add guarded tool execution through LangChain tools or MCP only after defining permissions.
3. Add graph persistence/checkpointing for multi-step resumable workflows.
4. Introduce human approval nodes before side-effectful operations.
5. Add tracing, audit logs, metrics, graph versioning and evaluation datasets.
6. Write tests that run against pinned LangGraph and LangChain versions.
7. Add CI to run formatting, typing, self-tests and Mermaid documentation linting.
8. Add secure secrets handling for non-local deployments.