Cloudflare open-sources a debugger for privacy protocols used by Apple and Microsoft, with AI agents in mind
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Open-source debugger for privacy protocols with AI agent focus is novel and directly relevant to cloud infrastructure and agent tooling.
Cloudflare open-sourced pvcli, a command-line debugger for Oblivious HTTP (OHTTP) and MASQUE protocols, under Apache 2.0. The tool addresses the inherent debugging difficulty in split-trust privacy systems like Apple's iCloud Private Relay and Microsoft's Edge Secure Network, where no single operator can see both client identity and destination. By providing a ready-made debugging interface, pvcli lowers the barrier for smaller teams to adopt privacy-preserving architectures without deep protocol expertise or custom tooling.