# FUTURE_WORKS.md

> **Purpose**: Track future work candidates for the `advanced_multi_agent` project.
> For completed items, see `DONE.md`.
> **Last Updated**: 2026-06-21

---

## Future Improvements Roadmap

Below is the list of pending future work items. These items were proposed based on the security and concurrency analysis in the `Understand_Anything_Analysis.md` report.

| ID | Task | Priority | Effort | Domain / Description | Dependencies |
|---|---|---|---|---|---|
| **FW-L4** | Migrate Job Registry to SQLite to overcome NFS flock limitations | P3 (Low) | Large | **Concurrency/Infrastructure Scalability**: Similar to the Session Registry, migrate the individual JSON file lock (`fcntl.flock`) registry structure into an integrated SQLite database transaction structure, guaranteeing full reliability in distributed/network file systems like NFS. | **Conditional** (commence only when multi-host/NFS deployment is required) |

---

### Detailed Discussion Results & Directions (Reviewer Consensus)

1. **Conditional Deferral of SQLite Integration (FW-L4)**:
   * Unlike the session registry, maintaining individual job data in JSON files is highly intuitive for management and debugging. Since the current deployment is constrained to a single-host local file system, `fcntl.flock` locks are sufficient. Thus, this is assigned a low priority (P3) and will be tackled conditionally.