Nine systems. Eight Problem Classes

A shared, live world model for parallel coding agents, kept in one graph.

The loop that makes an agent's "done" something it has to prove, not just say.

The organizational control plane for agents that hold money.

NIM-backed accountability for small groups. Commit, show up, earn, repeat.

Privacy as a wallet primitive. Shielded notes, private sends, and prediction markets on Stellar.

DeFi with memory. Polkadot's on-chain credit layer.

The Mantle-native gateway bridging the RWA liquidity gap.

Cross-border payroll and treasury, built for crypto-native teams.

Privacy-preserving payment & identity mixing on Stellar.