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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | dsh-agent-teams | Gatus | Beszel |
|---|---|---|---|
| Platforms | DeepSeek Harness | Universal | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | Apache-2.0 | MIT |
| Stars | 2386 | 12381 | 26480 |
| Last activity | — | September 24, 2026 | October 20, 2026 |
| Install complexity | يتطلب إصدار DSH متوافقًا وإعادة تشغيل | سهل إلى متوسط / Easy to moderate | متوسط / Medium |
| Category | Multi-Agent, Workflow | Security, DevOps | DevOps, Monitoring |
| Best use | For development work that can be divided into dependent tasks and reviewed as a plan before agents start. Monitor outputs and model costs; team state is not coordinated across separate processes. | Best for an individual developer or small team that wants self-hosted website, API, DNS, and certificate checks with a status page and threshold-based alerts. It combines active checks and simple history in one service. It does not replace resource monitoring, logs, or distributed tracing. | 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. |