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aljefra-compose://c4afc5f6-abb0-4760-b576-4bd19e05aa4e · scanned 2026-05-16 02:44 UTC (2 weeks, 6 days ago) · 10 languages

5 findings

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

5 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

Score breakdown â 2026-05-17-v4 calibration-aware

Component	Sub-score	Weight	Contribution
`structure_score`	0.0	0.15	0.00
`security_score`	100.0	0.25	25.00
`testing_score`	0.0	0.20	0.00
`documentation_score`	0.0	0.15	0.00
`practices_score`	0.0	0.15	0.00
`code_quality`	50.0	0.10	5.00
Overall		1.00	30.0

Severity distribution — click a segment to filter

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Severity: Critical 0 High 1 Medium 1 Low 3 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 5 9-layer 0 Crowd 0 Layer: Software 2 Quality 3

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.

Fragile runtime 3 findings

What it is: Code that runs but breaks under predictable input — division by zero, missing keys, unbounded loops, off-by-one slicing.

Why it matters: Reaches production undetected because happy-path tests pass. First user with a weird input crashes the request.

How AI causes it: AI loves writing the happy path; doesn't probe edge cases unless explicitly asked.

Fix approach: Add property-based tests. Wrap external inputs with explicit validators. Use the framework's typed deserializer (Pydantic, attrs).

3 matching findings on this repo

low Ignored Error (Go) internal/platform/httpclient/retry.go:106
low Ignored Error (Go) internal/adapters/http/middleware/request_id.go:67
low Ignored Error (Go) cmd/server/main.go:179

View all fragile runtime findings →

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