The Risk of LLM-Generated Administrative Scripts in Privileged Environments

Technical report on risks that arise when LLM-generated administrative scripts are executed in privileged environments, with practical mitigations for “code vibing” failure modes. Scope note: This work does not claim to eliminate hallucinations or prompt injection. It aims to reduce the likelihood and impact of high-regret failures in privileged execution contexts.

Keywords

privileged access, governance, administrative automation, prompt injection, change management, code vibing, RAG security, LLM Safety, security engineering

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