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OpenAgentFlow: Enabling System-Wide Safety Boundaries for Heterogeneous AI Agent Fleets

Source
arxiv.org
Author
Dongsheng Chen, Xiangyu Zhao, Xin Yao, Xuetao Wei
Date

Context

OpenAgentFlow puts a shared policy check immediately before agents change an environment. It converts pending interface actions, API requests and tool calls into a common event format, then checks each event before execution. Session history and audit records sit alongside the rules, allowing decisions to account for an action’s .

This design lets rules change without modifying every participating . In the authors’ Android implementation, a 30-case policy-update test produced the expected behavior in 27 cases after new rules were installed. That is evidence for a common enforcement mechanism in the tested setting, with some cases still unresolved.

Terms in this piece · Glossary
  • context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
  • AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
  • LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
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