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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | dsh-context | dsh-session-archive | Beszel |
|---|---|---|---|
| Platforms | DeepSeek Harness | DeepSeek Harness | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | Apache-2.0 | MIT |
| Stars | 3473 | 9384 | 26480 |
| Last activity | — | September 26, 2026 | October 20, 2026 |
| Install complexity | تثبيت إضافة وتشغيل dsh web | Easy | متوسط / Medium |
| Category | DevOps | Memory, Security, Workflow | DevOps, Monitoring |
| 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. | Use it when DSH sessions pile up and you need to identify old work, archive it first, then safely remove what is no longer needed while protecting running sessions. It fits recurring cleanup and finished projects; do not enable automatic deletion before previewing the policy and checking backups. | 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. |