alibaba-nlp/deepresearch vs bregman-arie/devops-exercises
alibaba-nlp/deepresearch shows stronger signals overall
As of June 2026, deepresearch shows healthier maintenance signals than devops-exercises. deepresearch rates Healthy overall while devops-exercises rates Mixed. deepresearch last saw a commit 4 months ago with 15+ active contributors, while devops-exercises last saw a commit 6 months ago with 80+ active contributors. deepresearch is Apache-2.0-licensed while devops-exercises is Other-licensed. Neither has known critical or high-severity CVEs in its dependency tree.
Informational only. RepoPilot summarises public signals at the time of analysis. Not professional, security, or legal advice.
alibaba-nlp/deepresearch →
Healthy across the board
Permissive license, no critical CVEs, actively maintained — safe to depend on.
Has a license, tests, and CI — clean foundation to fork and modify.
Documented and popular — useful reference codebase to read through.
No critical CVEs, sane security posture — runnable as-is.
- ⚠No CI workflows detected
- ✓Last commit 2mo ago
- ✓15 active contributors
- ✓Distributed ownership (top contributor 45% of recent commits)
- ✓Apache-2.0 licensed
- ✓Tests present
Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests
bregman-arie/devops-exercises →
Slowing — last commit 4mo ago
non-standard license (Other)
Has a license, tests, and CI — clean foundation to fork and modify.
Documented and popular — useful reference codebase to read through.
No critical CVEs, sane security posture — runnable as-is.
- ⚠Slowing — last commit 4mo ago
- ⚠Non-standard license (Other) — review terms
- ✓Last commit 4mo ago
- ✓80+ active contributors
- ✓Distributed ownership (top contributor 7% of recent commits)
- ✓Other licensed
- ✓CI configured
- ✓Tests present
What would improve this?
- →Use as dependency Concerns → Mixed if: clarify license terms
Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests
Signal-by-signal breakdown
| deepresearch | devops-exercises | |
|---|---|---|
| Stars | 18,825 | 82,261 |
| Last commit | 4mo ago | 6mo ago |
| License | Apache-2.0 | Other |
| Open issues | 88 | 46 |
| Has tests | ✓ | ✓ |
| Has CI | — | ✓ |
| Test coverage | 1% | 87% |
| Dependency CVEs | No CVEs | No CVEs |
| Architecture grade | — | — |
| Cycles | — | — |
| Bottom-line | Healthy signals | Mixed signals |
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