policy

Open-source platform for governing AI agents across clouds and stacks, with a control plane, sidecar-based data plane, policy enforcement, observability, and audit trails.

Open-source control plane and proxy for managing multiple MCP servers behind one endpoint, with routing, policy, auth, logging, and rate limiting.

A Python package that adds Conduct Guard as a LiteLLM guardrail to enforce runtime policy on LLM calls. The page explains install, proxy wiring, verdict behavior, session tracking, fail modes, and configuration options.

A local control plane for coding agents that gates risky actions, records structured traces, and can replay sessions under different policies.

A position paper arguing that AI alignment methods can be repurposed for censorship and manipulation, with examples across pre-training, post-training, and inference-time controls.

arXiv paper describing AVA, a GenAI platform for policy and development research built on 4,000+ World Bank reports. The abstract highlights multilingual support, evidence-based synthesis, citation verifiability, and reasoned abstention when queries cannot be supported.