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jazzenchen/VibeAround

https://github.com/jazzenchen/VibeAround · scanned 2026-05-15 05:00 UTC (3 weeks ago) · 10 languages

79 findings (21 legacy + 58 scanner) 8th percentile · Rust · medium (20-100K LoC) Scanner says 67 (lower by 9)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 3 weeks ago · v1 · 18 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
69.5
/100
Repobility
72
18 legacy
9-layer
67
88.9% cov · 0 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-17-v4 calibration-aware
Component Sub-score Weight Contribution
structure_score 65.0 0.15 9.75
security_score 94.0 0.25 23.50
testing_score 0.0 0.20 0.00
documentation_score 60.0 0.15 9.00
practices_score 65.0 0.15 9.75
code_quality 60.0 0.10 6.00
Overall 1.00 58.0
Calibrated penalty buckets (security_score): agent: 1.1 · journey: 4.9
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 16 Medium 1 Low 0 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 18 9-layer 0 Crowd 0 Layer: Security 4 Quality 13 Software 1

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 12 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).
12 matching findings on this repo
  • medium [ERR002] Empty Catch Block: Empty catch blocks hide errors. src/desktop-ui/src/Onboarding/hooks/useChannelAut…:145
  • medium Duplicated implementation block across source files src/web/vite.config.ts:31
  • medium Duplicated implementation block across source files src/web/src/hooks/useSessions.ts:197
  • medium Duplicated implementation block across source files src/web/src/components/ui/dropdown-menu.tsx:1
  • medium Duplicated implementation block across source files src/web/src/components/LanguageMenu.tsx:24
  • medium Duplicated implementation block across source files src/shared/ui/src/dropdown-menu.tsx:222
  • medium Duplicated implementation block across source files src/server/src/web_server/ws_domains.rs:29
  • medium Duplicated implementation block across source files src/server/src/openai_proxy/providers/zai.rs:29
  • medium Duplicated implementation block across source files src/desktop/src/profiles/launcher/codex.rs:90
  • medium Duplicated implementation block across source files src/desktop/src/onboarding/plugin_install.rs:20
  • medium Duplicated implementation block across source files src/desktop-ui/src/Launch/WorkspacePicker.tsx:75
  • medium Duplicated implementation block across source files src/core/src/profiles/render.rs:218
View all fragile runtime findings →
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