karpathy/autoresearch vs satwikkansal/wtfpython
Both showing Mixed signals — pick on fit, not health
As of June 2026, autoresearch and wtfpython both show mixed maintenance signals. autoresearch last saw a commit 2 months ago with 9+ active contributors, while wtfpython last saw a commit 5 months ago with 5+ active contributors. 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.
karpathy/autoresearch →
Missing license — unclear to depend on
no license — legally unclear; no tests detected…
no license — can't legally use code; no tests detected…
Documented and popular — useful reference codebase to read through.
no license — can't legally use code; no CI workflows detected
- ⚠Concentrated ownership — top contributor handles 78% of recent commits
- ⚠No license — legally unclear to depend on
- ⚠No CI workflows detected
- ⚠No test directory detected
- ✓Last commit 6w ago
- ✓9 active contributors
What would improve this?
- →Use as dependency Concerns → Mixed if: publish a permissive license (MIT, Apache-2.0, etc.)
- →Fork & modify Concerns → Mixed if: add a LICENSE file
- →Deploy as-is Concerns → Mixed if: add a LICENSE file
Maintenance signals: commit recency, contributor breadth, bus factor, license, CI, tests
satwikkansal/wtfpython →
Slowing — last commit 4mo ago
non-standard license (WTFPL); no tests detected
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 (WTFPL) — review terms
- ⚠No test directory detected
- ✓Last commit 4mo ago
- ✓5 active contributors
- ✓Distributed ownership (top contributor 47% of recent commits)
- ✓WTFPL licensed
- ✓CI configured
What would improve this?
- →Use as dependency Concerns → Mixed if: clarify license terms
Maintenance signals: commit recency, contributor breadth, bus factor, license, CI, tests
Signal-by-signal breakdown
| autoresearch | wtfpython | |
|---|---|---|
| Stars | 79,838 | 36,926 |
| Last commit | 2mo ago | 5mo ago |
| License | — | WTFPL |
| Open issues | 186 | 70 |
| Has tests | — | — |
| Has CI | — | ✓ |
| Test coverage | 0% | 0% |
| Dependency CVEs | No CVEs | No CVEs |
| Architecture grade | — | — |
| Cycles | — | — |
| Bottom-line | Mixed signals | Mixed signals |
Want the full analysis? karpathy/autoresearch · satwikkansal/wtfpython
Ask AI about karpathy/autoresearch vs satwikkansal/wtfpython
Open the chat with a comparison question pre-filled.