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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | Jujutsu (jj) | act | Hurl |
|---|---|---|---|
| Platforms | Universal | GitHub | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | MIT | Apache-2.0 |
| Stars | 32275 | 72471 | 19282 |
| Last activity | October 28, 2026 | — | October 17, 2026 |
| Install complexity | CLI | — | Easy; API and CLI knowledge required |
| Category | Git, Workflow | Testing, Git, DevOps | Testing, DevOps |
| Best use | For developers reviewing features as small changes and revisiting earlier steps. Start with a separate practice clone to learn working copies and Bookmarks; delay team adoption until compatibility with required Git tooling is checked. | 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 a developer or small team that wants repeatable API checks with explicit conditions stored beside the code. It links request data and identifies failing assertions without repeating manual inspection. It does not replace browser tests or test-environment setup; curl may be enough for a one-off request. |