Security Risks in AI Coding Agents

AI coding agents have the same access as your engineers: file system, shell, databases, external services via MCP. This technical brief covers the risks observed in production deployments and how to address them.

• Three risk categories: sensitive data exposure, unintended production changes, and MCP attack vectors
• Gaps in existing security tools: EDR, SIEM, secrets management, and DLP systems
• Mitigation strategies: agent monitoring, MCP gateways, sensitive data detection, behavioral baselines

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