Universal AI Agent Kernel & Terminal Control Center. Rust-based hardened kernel with Vigils security, real-time observability, and tamper-evident audit ledger.

Local document redaction, measured. A stock quantized Gemma E2B plus deterministic rails remove identifying spans on your own machine; nothing leaves it. Ships with the whole benchmark — 118 real documents, every miss named, and one offline command that recomputes every published number.