LearnPrompt/ai-news-radar

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https://github.com/LearnPrompt/ai-news-radar · scanned 2026-06-05 19:27 UTC (4 days, 16 hours ago) · 10 languages

124 raw signals (58 security + 66 graph) 11/13 scanners ran 71st percentile · Python · small (2-20K LoC) System graph score 92 (lower by 15)

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Complete repo analysis

Last scanned 4 days, 16 hours ago · v2 · 37 actionable findings from 2 signal sources. 29 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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88.9% cov · 29 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	55.0	0.15	8.25
`security_score`	100.0	0.25	25.00
`testing_score`	100.0	0.20	20.00
`documentation_score`	52.0	0.15	7.80
`practices_score`	72.0	0.15	10.80
`code_quality`	53.0	0.10	5.30
Overall		1.00	77.1

security_score may be inflated — optional security scanners were skipped on this fast scan

Severity distribution — click a segment to filter

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Severity: Critical 0 High 1 Medium 4 Low 27 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 8 System graph 29 Crowd 0 Layer: Quality 10 Cicd 2 Software 22 Api 1 Frontend 1 Security 1

Exclude dismissed / FP Exclude test files

Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Duplicates & near-duplicates 1 finding

What it is: Same function copy-pasted into multiple modules with minor variations.

Why it matters: Each copy drifts independently — bug fixes apply to one, miss the others.

How AI causes it: AI completes the same pattern in each file rather than refactoring to a shared helper.

Fix approach: Extract the duplicated logic into the most general module both call sites already import. Add tests at the helper level.

1 matching finding on this repo

low Near-duplicate function bodies in 2 places repo-level

View all duplicates & near-duplicates findings →

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