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AI Code Vetting Saves Developer from Phishing Attack
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Software

AI Code Vetting Saves Developer from Phishing Attack

WireByte Staff · June 16, 2026

A Python developer was targeted by a phishing scam, but was saved by his intuition and an AI code vetting tool. The scammer posed as a recruiter from a crypto startup, but the developer's AI tool flagged a suspicious code file containing a backdoor.

Key points

  • Roman Imankulov, a Python developer, was targeted by a phishing scam via LinkedIn from a person claiming to be a recruiter from a small crypto startup.
  • The scammer asked Imankulov to review code for a deprecated Node module, but Imankulov's intuition and AI code vetting tool, Codex, flagged a suspicious file containing a backdoor.
  • The AI tool, running on a Pi coding agent, identified the backdoor in the app/test/index.js file, preventing Imankulov from falling victim to the scam.
  • Imankulov's experience highlights the importance of using AI-powered code vetting tools to detect potential security threats in code reviews.

A recent phishing scam targeting a Python developer highlights the importance of using AI-powered code vetting tools to detect potential security threats in code reviews.

Roman Imankulov, a Python developer, was targeted by a phishing scam via LinkedIn from a person claiming to be a recruiter from a small crypto startup. The scammer asked Imankulov to review code for a deprecated Node module, but Imankulov's intuition and AI code vetting tool, Codex, flagged a suspicious file containing a backdoor.

The AI tool, running on a Pi coding agent, identified the backdoor in the app/test/index.js file, preventing Imankulov from falling victim to the scam. This experience highlights the importance of using AI-powered code vetting tools to detect potential security threats in code reviews.

The use of AI-powered code vetting tools can help developers identify potential security threats in code reviews, preventing them from falling victim to phishing scams like this one. This is especially important in the development of open-source software, where code reviews are often conducted by volunteers or external contributors.

Sources

WireByte Staff — Editorial Team

The WireByte editorial team synthesises technology news from multiple primary sources, verifies the facts, and links every source. Articles are produced with AI assistance and reviewed under our editorial policy.