From Alert Noise to Guard Proposals
A human-in-the-loop workflow that turns DeFi lending alerts into bounded, reversible multisig guard proposals.
#exploit-risk
Borrow Pressure, Liquidation Stress, and Same-Transaction Anomalies
Plain-English Phase 1 scoring factors for DeFi lending: what borrow, liquidation, and same-tx signals can and cannot prove.
Why DeFi Lending Protocols Need Evidence-Backed Risk Scores
Why unexplained DeFi risk scores fail operators, and what evidence, confidence, and freshness a protocol team should require.
Exploit-Risk Intelligence for DeFi Lending Protocols
How lending teams can monitor live stress signals, explain risk changes, and prepare human-reviewed guard responses.