Technical notes from the field

DeFi & Vault Security

Practical writing on AI agents, DeFi launch readiness, Safe ops, vault workflows, backend automation, and small-business AI automation.

DeFi & Vault Security2026-05-30

AI-powered launch readiness for DeFi protocols: a practical checklist

Launch readiness is not a slogan. It is the discipline of making risky work visible before capital, users and governance depend on it.

DeFilaunch readinessAI agents

9 min read

DeFi & Vault Security2026-05-30

Vault readiness is not only about the token standard. It is about accounting behavior, integrations, monitoring and operator discipline.

ERC-4626vaultstesting

8 min read