WhatA tool that audits AI coding assistants and dev tools for data exfiltration, telemetry, and prompt routing — giving developers a trust score before they adopt a tool.
SignalDevelopers are discovering that open-source AI tools they assumed were safe are actually routing prompts through third-party servers and logging data without clear consent, creating real anxiety about code and IP leakage.
Why NowThe explosion of AI coding tools in 2025-2026 means developers are installing dozens of assistants without vetting their data practices, and enterprise security teams are starting to crack down on unauthorized AI tool usage.
MarketEnterprise security teams and privacy-conscious developers; adjacent to the software supply chain security market (~$3B); no direct competitor focused specifically on AI tool telemetry auditing.
MoatContinuously updated database of tool behaviors and data flows becomes a trusted reference that is expensive to replicate, similar to how VirusTotal built authority in malware detection.
DeepClaude – Claude Code agent loop with DeepSeek V4 ProView discussion ↗ · Article ↗ · 544 pts · May 3, 2026
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