paperJuly 2026Unreviewed

Democratizing Agent Deployment Safety: A Structural Monitoring Approach

Preeti Ravindra, Rahul Tiwari, Vincent Wolowski

Abstract

AI software development agents are increasingly capable of modifying infrastructure and security critical systems, creating risks where an agent completes its assigned task while covertly weakening safeguards through actions such as broadening permissions, degrading logging, or introducing persistence mechanisms. While frontier laboratories may deploy sophisticated monitoring pipelines, many organizations and individual users adopting coding agents lack the resources and governance maturity requ

Cite

@misc{ravindra2026democratizing,
  title = {{Democratizing Agent Deployment Safety: A Structural Monitoring Approach}},
  author = {Preeti Ravindra and Rahul Tiwari and Vincent Wolowski},
  year = {2026},
  month = jul,
  eprint = {2607.14570},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.14570}
}