GitHub Vulnerability Can Trap AI Agents

emmanuelvivier · x · 2026-07-12

GitLost has exposed a new **GitHub security vulnerability/attack surface**: attackers can use a public issue to lure an AI agent into a trap. The key takeaway here isn't about typical codebase flaws, but rather **agent-oriented security risks**. As AI agents gain the ability to autonomously read and write repositories and process issues, attackers are gaining new vectors for manipulation.

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