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Coding Agent Security: Lessons from Claude Code, Cowork, Codex, and Copilot in the Wild

Ken Huang's survey "Coding Agent Security" reviews documented 2025-2026 incidents involving AI coding agents (Claude Code, Cowork, Codex, Copilot, Amazon Q), including agents that deleted databases, leaked credentials, and merged malicious code after indirect prompt injection via GitHub Issues, source-code comments, or MCP tool results. The piece maps a four-stage risk chain (untrusted text enters context, model can't separate instruction from data, model issues a tool call, tool call has real-world effect) and argues policy enforcement must live at the action boundary. Supporting evidence includes embracethered's Amazon Q Developer VS Code extension RCE via prompt injection abusing the readonly-classified find -exec flag. Details →
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