back to projects
IBN Guardrails project visual

ai agents / networking

IBN Guardrails

an AI-assisted intent-based networking system with policy validation, simulation, and safer network-change workflows.

featured

overview

IBN Guardrails explores how LLMs can help translate high-level network intent into validated configurations, with guardrails for policy checks, simulation, and safer deployment decisions.

why it matters

network automation needs more than generation. it needs validation, simulation, and policy-aware checks before changes reach real infrastructure.

what i built

  • translated high-level network intent into candidate configurations.
  • added guardrails for policy validation and safer change workflows.
  • used Mininet-style simulation concepts to test network behavior before deployment.
  • explored how LLMs can assist operators without bypassing infrastructure safety checks.