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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | act | restic | Miller |
|---|---|---|---|
| Platforms | GitHub | Universal | Universal, MCP, Claude Code, Codex, Cursor |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | MIT | BSD-2-Clause | BSD-2-Clause |
| Stars | 72437 | 36756 | 10049 |
| Last activity | — | September 25, 2026 | October 21, 2026 |
| Install complexity | — | متوسط: CLI ومستودع وجدولة منفصلة / Moderate: CLI, repository, and separate scheduling | EASY |
| Category | Testing, Git, DevOps | Security, DevOps | Workflow, Data |
| 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 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. | Ideal for developers, data analysts, and operators who need to clean a CSV export, inspect JSON Lines, or summarize a large file from the terminal without starting a Python project. Use it for quick, repeatable file processing; concurrent transactions and advanced visual analysis still call for a database or complementary analytics tool. |