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AI App Security Scanner

0.55
已归档1 次浏览0 次认可5/9/2026
AI SecurityDeveloper ToolsSaaS Founders
来源平台: idea-spark
A command-line tool that automatically scans AI-generated applications built with frameworks like LangChain or LlamaIndex for common, dangerous security misconfigurations and prompt injection vulnerabilities, providing a simple pass/fail report.
目标用户

Solo developers and small teams (1-3 people) who are building AI-powered SaaS products or agents using frameworks like LangChain, LlamaIndex, or OpenAI's Assistants API.

核心差异点

It is NOT a general-purpose code linter; it is hyper-focused on the specific, critical security anti-patterns introduced when developers hastily glue together AI components without security training.

解决方案
Develop a Python CLI tool that parses a project's dependencies and source code (focusing on AI framework config files and main logic). It uses a set of heuristic rules and pattern matching to flag high-risk patterns: hardcoded API keys, overly permissive system prompts, lack of user input sanitization, and insecure external tool permissions. Outputs a plain-text report with severity ratings and specific code references.
关联痛点
Founders building with AI tools are shipping products with serious common security vulnerabilities without realizing it.
MVP 范围
CLI tool that scans for hardcoded API keys/credentials in project files
Detection of common prompt injection vulnerabilities in defined system prompts
Basic report generation listing vulnerabilities with file and line number references

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