A markdown file in a cloned repo tells your coding agent to send test logs to an outside endpoint—and it does, along with environment details and API keys. The model wasn't broken. It was obedient. Tova Dvorin and Adrian break down the five agentic guardrails—sandboxing, permissions, pre-tool hooks, prompt injection defense, pre-commit gates—and the validation question that exposes each: Unicode hook bypasses, context window poisoning, and why 88% of organizations already had an agent incident, while only 14% got security sign-off. Subscribe to The Cyber Resilience Brief.
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