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Up to three tools. The table shows the data as-is, without picking a “best”.
| Field | Hurl | DuckDB | dsh-better-sidebar |
|---|---|---|---|
| Platforms | Universal | Universal | DeepSeek Harness |
| Local support | Yes | Yes | Yes |
| Paid API | No | No | No |
| License | Apache-2.0 | MIT | MIT |
| Stars | 19271 | 42451 | 4477 |
| Last activity | October 17, 2026 | September 28, 2026 | September 23, 2026 |
| Install complexity | Easy; API and CLI knowledge required | سهل — حزمة Python أو ملف CLI تنفيذي واحد | سهل / Easy |
| Category | Testing, DevOps | Database | Code Review, Git, Workflow, UI |
| Best use | 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. | 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 a developer using DeepSeek Harness who wants session files, changes, and parallel jobs visible beside the conversation. It adds session-specific context and separates Side Chat questions from the main flow. It is not a standalone full IDE and requires a compatible DSH release. |