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Arko – Real-time AI threat modelling inside Cursor and VS Code

Arko – Real-time AI threat modelling inside Cursor and VS Code

by Sonofg0tham·Mar 16, 2026·3 points·1 comment

AI Analysis

●●SolidSolve My ProblemNiche Gem

Real-time security scanning inside Cursor, but Snyk and SonarQube already do this.

Strengths
  • Hackability Score gives one-number risk assessment for quick ship decisions.
  • Detects AI-specific threats like prompt injection and PII leaks to LLMs.
  • Maps attack paths with business context, not just pattern matching.
Weaknesses
  • Crowded category—Snyk, SonarQube, and GitHub Advanced Security already exist.
  • No mention of false positive rates or how it compares to existing scanners.
Category
Target Audience

Developers using AI coding assistants

Similar To

Snyk · SonarQube · GitHub Copilot Security

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