
Agentic payment and asset-management systems have built a control layer to govern what AI agents are authorized to do, but they still lack a risk layer to tell them whether the stablecoins, vaults, and counterparties they're settling into are actually safe at the moment of execution.

Agentic payment and asset-management systems have built a control layer to govern what AI agents are authorized to do, but they still lack a risk layer to tell them whether the stablecoins, vaults, and counterparties they're settling into are actually safe at the moment of execution.

A CTO's H1 recap dissecting six 2026 stablecoin collapses to show that the failure mechanism — not the size of the depeg — determines whether holders recover, and how Webacy built a dedicated pre-price sensor for each way a peg breaks.

Liquidity risk in DeFi is the danger that a token can't be bought or sold without severe price impact, or can't be exited at all, driven by onchain conditions like thin pools, unlocked LP tokens, and concentrated ownership that can change in a single transaction.