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🔥 Score 47.5
search • Confidence 38%

VulnCraftr: LLM Scan Reality Check

Developers relying on inexpensive LLMs to flag code‑base vulnerabilities frequently encounter hallucinated alerts, wasting time and eroding trust. VulnCraftr validates, prioritizes, and filters those findings, delivering a concise, accurate vulnerability report teams can act on.

Quantitative Score Breakdown

complaint frequency
1.5
growth rate
9
competition density
10.5
monetization potential
14.25
technical feasibility
7.5
search interest
4.8

Evidence Signal (1)

Raw Posts
hn • r/hackernews

Comment on: Critical CVE issued for hallucinated SQLite vulnerability

> I suspect the repo in question was generated with a year-old LLMI suspect there are a lot of people running inexpensive models that are searching for vulnerabilities across a lot of projects, probably in an automated w