Coding agents make familiar development risks move faster. A forgotten API token, an over-scoped CI credential, or a malicious instruction hidden in content can become actionable as soon as an agent encounters it.

The answer is not simply better prompting. Secure agentic development means treating the agent’s environment as a security boundary: controlling what it can read, what actions it can take, where it can communicate, and which credentials are ever within reach.

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