vasu-devs/JustHireMe

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https://github.com/vasu-devs/JustHireMe.git · scanned 2026-05-16 04:23 UTC (2 weeks, 6 days ago) · 10 languages

252 findings (34 legacy + 218 scanner) 73rd percentile · Python · medium (20-100K LoC) Scanner says 79 (lower by 4)

File as issue Image v2 schema

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 6 days ago · v1 · 28 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

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Severity: Critical 0 High 15 Medium 9 Low 4 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 28 9-layer 0 Crowd 0 Layer: Quality 25 Security 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 25 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 Public web service has no security.txt .well-known/security.txt
medium Public web app has no Content Security Policy index.html
medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … backend/profile/github_ingestor.py:250
medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … backend/discovery/quality_gate.py:93
medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … backend/graph/__init__.py:15
medium [ERR002] Empty Catch Block: Empty catch blocks hide errors. src/shared/hooks/useDueFollowups.ts:11
medium [ERR002] Empty Catch Block: Empty catch blocks hide errors. src/shared/hooks/useLeads.ts:20
medium [ERR002] Empty Catch Block: Empty catch blocks hide errors. website/src/main.jsx:203
medium localStorage write failures are swallowed silently website/src/main.jsx:128
medium Duplicated implementation block across source files website/api/views.js:9
medium Duplicated implementation block across source files backend/ranking/taxonomy.py:1
medium Duplicated implementation block across source files backend/ranking/scoring_engine.py:74

View all fragile runtime findings →

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