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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | dsh-context | Superpowers | Beszel |
|---|---|---|---|
| Platforms | DeepSeek Harness | Claude Code, Codex, Cursor, OpenCode | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | MIT | MIT |
| Stars | 3472 | 304147 | 26480 |
| Last activity | — | — | October 20, 2026 |
| Install complexity | تثبيت إضافة وتشغيل dsh web | — | متوسط / Medium |
| Category | DevOps | Code Review, Multi-Agent, Testing, 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. | Best for a developer or project owner working on a substantial feature or a difficult bug. It helps clarify requirements, approve a plan, and inspect tests and file changes. Its value is a visible path from decision to verification. A small text edit may not need the full workflow. | 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. |