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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | act | DuckDB | restic |
|---|---|---|---|
| Platforms | GitHub | Universal | Universal |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | MIT | BSD-2-Clause |
| Stars | 72437 | 42451 | 36756 |
| Last activity | — | September 28, 2026 | September 25, 2026 |
| Install complexity | — | سهل — حزمة Python أو ملف CLI تنفيذي واحد | متوسط: CLI ومستودع وجدولة منفصلة / Moderate: CLI, repository, and separate scheduling |
| Category | Testing, Git, DevOps | Database | Security, DevOps |
| Best use | 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 analyst, developer, or small team that needs to inspect and join large data files and rerun analysis locally. It adds reviewable SQL without database-server setup. It is not a multi-user transactional database for many small concurrent writes from separate processes. | 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. |