Compare
Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | dsh-context | Beszel | act |
|---|---|---|---|
| Platforms | DeepSeek Harness | Universal | GitHub |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | MIT | MIT |
| Stars | 3473 | 26480 | 72437 |
| Last activity | — | October 20, 2026 | — |
| Install complexity | تثبيت إضافة وتشغيل dsh web | متوسط / Medium | — |
| Category | DevOps | DevOps, Monitoring | Testing, Git, DevOps |
| Best use | For DSH developers diagnosing context growth, tool outputs, and compaction in long sessions. It estimates category composition and does not compact context automatically. | 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. | 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. |