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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | dsh-context | Beszel | restic |
|---|---|---|---|
| Platforms | DeepSeek Harness | Universal | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | MIT | BSD-2-Clause |
| Stars | 3473 | 26480 | 36756 |
| Last activity | — | October 20, 2026 | September 25, 2026 |
| Install complexity | تثبيت إضافة وتشغيل dsh web | متوسط / Medium | متوسط: CLI ومستودع وجدولة منفصلة / Moderate: CLI, repository, and separate scheduling |
| Category | DevOps | DevOps, Monitoring | Security, 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 an individual developer or small team that needs encrypted, testable backups of project files and exported database dumps. It works with local or remote storage and can be scheduled by the operating system. It does not replace application-consistent database exports or recovery testing. |