Portable signed proof for agent, API, and MCP interactions
Portable signed proof for AI agent interactions solves real auditability gaps.

Cuts research costs from $10 to pennies by caching prior agent work.
AI agent developers and researchers
LangChain Hub · Hugging Face Datasets
Portable signed proof for AI agent interactions solves real auditability gaps.
Cryptographic agent messaging protocol—clever identity model, tiny audience.
Agent addressing and discovery like email, but only 4 live agents and no adoption beyond creators.
Prevents merge conflicts before code is written, unlike git which detects them after.
Semantic deduplication for multi-agent systems, but corpus is tiny and false positives kill utility.
Distributed benchmarking on Radicle that actually runs experiments on peer hardware.