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A Layered Guardrail Architecture for Agentic AI in Cloud-Native DevOps Pipelines: Design, Implementation, and Empirical Evaluation on Live AWS Infrastructure

2026-06-03

Abstract excerpt

<title>Abstract</title> <p>Autonomous AI agents capable of executing cloud 2 infrastructure operations introduce a new class of risk that 3 existing safety mechanisms address incompletely. LLM output 4 filters govern what the model says but not what the agent does; 5 static admission controllers enforce rules at deployment time 6 but not at agent runtime; human oversight mechanisms are 7 decoupled from real-time...

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Literature Corpus work
7270de70-cee1-5251-8fa8-d446ed7e2c77
DOI
10.21203/rs.3.rs-9890341/v1
Open publication

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A Layered Guardrail Architecture for Agentic AI in Cloud-Native DevOps Pipelines: Design, Implementation, and Empirical Evaluation on Live AWS InfrastructureDOI 10.21203/rs.3.rs-9890341/v1
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