LocalAudit — Local Data-Flow Audit for AI Coding Tools
Helps developers verify what AI coding tools actually send and where
- Problem
- ZCode was reported to silently package the entire workspace—including full .git history—encrypt it, and upload it to Alibaba Cloud OSS after login, with the decryption key held only server-side; a user confirmed the directory exists on their own machine. Worse, even developers using third-party model APIs asked whether their working directories were uploaded too. Today people rely on blog posts and ad-hoc checks; there is no general local tool to inspect AI coding tools' data flows.
- Solution
- A local desktop tool that scans common AI coding tools' caches, checkpoint directories, telemetry folders, and network config to show which directories are written, what data may be exfiltrated, and which toggles do not actually disable the behavior. It generates a readable privacy audit report and can lock sensitive directories as mitigation.
- Users
- Privacy-sensitive developers, security engineers vetting AI tools at companies, freelancers
- MVP
- Built-in signature path library for common AI coding tools; scan and surface suspicious local snapshots and encrypted bundles; check actual state of telemetry and indexing toggles; generate a privacy report; provide directory lock and recovery guidance
- Revenue
- Personal one-time purchase or annual subscription; enterprise per-seat with policy templates and audit export; partner with security/compliance consultants for lead gen
- Why now
- Data-upload controversies around AI coding tools are erupting now and user anxiety is immediate; big vendors will not build cross-tool auditors, and a local tool requires no code hosting, making it fast for an indie to launch
Source discussions · 5
- V2EX[分享发现] 作者称 ZCode 会静默上传 Git 全历史,弥补了中国没有 a\的遗憾0↑ 5
- V2EX[程序员] 解包了 ZCode 上传的加密包0↑ 6
- V2EX[程序员] 在 zcode 里使用第三方模型的 API 会不会泄漏?0↑ 2
- V2EX[程序员] 怎么看待“ZCode 静默上传”的操作,有啥说法吗?0↑ 22
- V2EX[程序员] 各位的 Zcode 中招了没?0↑ 10