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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | dsh-task-board | ntfy | Beszel |
|---|---|---|---|
| Platforms | DeepSeek Harness | Universal | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | Apache-2.0 / GPL-2.0 | MIT |
| Stars | 9384 | 35017 | 26480 |
| Last activity | — | September 29, 2026 | October 20, 2026 |
| Install complexity | Intermediate | سهل للتجربة، متوسط للاستضافة الآمنة / Easy to try, moderate to self-host securely | متوسط / Medium |
| Category | Multi-Agent, Workflow | Workflow, DevOps | DevOps, Monitoring |
| Best use | Best for a developer or small team using DSH for recurring or connected work and wanting task state and execution evidence in one record. It pins the project, agent preset, and permission, then runs manually or through Host cron with a human gate for elevated access. It is not a fit for a frequently sleeping machine or unreviewed sensitive automation. | Best for an individual developer or small team that wants backup, deployment, and scheduled-job alerts without building a notification app. It starts with one HTTP request and can be self-hosted with users and ACLs. It is not a complete incident-management or log-retention system. | Best for an individual developer or small team running a VPS, home server, or a few Docker hosts and needing a simple dashboard, history, and alerts. Its value is combining host and container metrics in a self-hosted hub. It is not a full logs-and-traces observability platform. |