VectifyAI/OpenKB

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https://github.com/VectifyAI/OpenKB.git · scanned 2026-05-16 04:22 UTC (2 weeks, 6 days ago) · 10 languages

12 findings (1 legacy + 11 scanner) 87th percentile · Python · small (2-20K LoC) Scanner says 96 (lower by 12)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 6 days ago · v1 · 1 finding 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 1 Medium 0 Low 0 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 1 9-layer 0 Crowd 0 Layer: Quality 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.

Fragile runtime 1 finding

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).

1 matching finding on this repo

medium Duplicated implementation block across source files openkb/agent/query.py:132

View all fragile runtime findings →

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