Tenuo in the Wild

End-to-end warrant gating for MCP tool calls on Kubernetes, with Tenuo Cloud handling trigger minting and cross-cluster audit. Scope-gated rollout across 16 agents, multi-hop delegation at depth 2 and 3, and a live prompt injection the warrant catches.

Survey of emerging standards for multi-hop agent delegation. The AAT Internet-Draft is cited as a standards-track approach to offline-verifiable attenuation chains.

Technical paper on privacy-preserving authorization for AI agents. The AAT Internet-Draft is surveyed as the primary prior art on delegation-chain attenuation, with an accurate technical comparison of the disclosure models.

Individual Internet-Draft published in the IETF OAuth Working Group defining Attenuating Authorization Tokens for agentic delegation chains. Tenuo is the canonical reference implementation.

Talk by Niki Aimable Niyikiza. Ranked #3 of 12 must-see talks at Unprompted 2026. Includes a live demo where a prompt injection is stopped at the execution layer without touching the model.