Compare
Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | Superpowers | act | Beszel |
|---|---|---|---|
| Platforms | Claude Code, Codex, Cursor, OpenCode | GitHub | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | MIT | MIT |
| Stars | 304170 | 72437 | 26480 |
| Last activity | — | — | October 20, 2026 |
| Install complexity | — | — | متوسط / Medium |
| Category | Code Review, Multi-Agent, Testing, Workflow | Testing, Git, DevOps | DevOps, Monitoring |
| Best use | 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 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 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. |