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docs: add certification report (170+ repos) + HTML leaderboard#62

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hummbl-dev merged 1 commit intomainfrom
feat/claude/pitch-data
Apr 19, 2026
Merged

docs: add certification report (170+ repos) + HTML leaderboard#62
hummbl-dev merged 1 commit intomainfrom
feat/claude/pitch-data

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Summary

Business value

This data powers HUMMBL's pitch: "LangChain scores 95.4 on code quality but only 45 on governance — PROVISIONAL. HUMMBL exists to fix that gap."

🤖 Generated with Claude Code

…derboard

Cross-category certification data from scanning 170+ repos:
- AI governance, LLM frameworks, ML platforms, healthcare, fintech,
  developer tools, cloud infra, web frameworks, observability,
  gaming, education, security, crypto, robotics, cybersec, API platforms
- Key finding: governance is the #1 differentiator, not code quality
- LangChain: 95.4 code, 45 governance → PROVISIONAL
- MONAI: 98.2 overall, 100 governance → highest score tested
- Self-contained HTML leaderboard for deployment

Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>
@hummbl-dev hummbl-dev merged commit 4feb795 into main Apr 19, 2026
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@hummbl-dev hummbl-dev deleted the feat/claude/pitch-data branch April 19, 2026 13:10
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💡 Codex Review

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Reviewed commit: dd1f47eb76

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### 5. The certification threshold works

The 80-point CERTIFIED threshold correctly identifies repos that enterprises would trust. The 60-point PROVISIONAL threshold correctly flags repos that need governance improvement before enterprise adoption.
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P2 Badge Document dependency hard-fail in threshold definition

The report says an overall score of 80+ maps to CERTIFIED (docs/CERTIFICATION_REPORT.md, line 128), but the same file marks Prefect as FAILED at 80.6 (line 47). Without explicitly documenting the extra failure gate in the methodology/threshold section, readers cannot reproduce certification outcomes and may apply the published thresholds incorrectly.

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