CoSig – WebAuthn co-signing for MCP tool calls
WebAuthn decorators add YubiKey approval gates to MCP tools, but alpha-stage and requires external cloud server.

Physical titanium key plates eliminate digital key-at-rest vulnerabilities entirely.
Bitcoin holders and security enthusiasts
Ledger · Trezor · Coldcard
WebAuthn decorators add YubiKey approval gates to MCP tools, but alpha-stage and requires external cloud server.
Server-side transaction construction keeps keys safe, but there's no SDK to install.
Agent auth via key-signing beats API keys and OAuth for autonomous systems.
Hardware-signed photos via C2PA on mobile—solves real insurance and marketplace fraud detection.
This reads like a GPU engineer's field notes — one ~3,400-line CUDA file implements a full per-thread crypto pipeline (key gen → EC multiply → SHA-256 → RIPEMD-160) and a two-stage bloom+binary-search matcher to check ~3,100 targets at ~100M keys per batch. The article digs into concrete low-level choices (LUT layout, memory hierarchy, __ldg reads, atomicCAS reporting, and per-mode keygen strategies), which is rare in public writeups; downside is it's closed-source and the dual-use/ethical implications should be called out more explicitly.
Swap software PRNG for hardware entropy in vLLM sampling, but niche use case with steep setup cost.