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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | act | dsh-task-board | Beszel |
|---|---|---|---|
| Platforms | GitHub | DeepSeek Harness | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | Apache-2.0 | MIT |
| Stars | 72437 | 9384 | 26480 |
| Last activity | — | — | October 20, 2026 |
| Install complexity | — | Intermediate | متوسط / Medium |
| Category | Testing, Git, DevOps | Multi-Agent, Workflow | DevOps, Monitoring |
| Best use | Best for a developer or small team that repeatedly edits GitHub Actions workflows and wants to test a job before pushing. It provides a local run log, while a final GitHub check remains necessary. It is not suitable when exact hosted-runner parity is required. | 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 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. |