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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | act | superpowers-dsh | Beszel |
|---|---|---|---|
| Platforms | GitHub | DeepSeek Harness | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | MIT | MIT |
| Stars | 72437 | 119 | 26480 |
| Last activity | — | — | October 20, 2026 |
| Install complexity | — | — | متوسط / Medium |
| Category | Testing, Git, DevOps | Multi-Agent, Testing, 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 DSH users who want reusable development workflow skills in their profile. It does not automate model or effort routing. | 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. |