Technical notes from the field
Practical writing on AI agents, DeFi launch readiness, Safe ops, vault workflows, backend automation, and small-business AI automation.
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What an agent reads and prepares, what people approve and what an authorized channel executes, with negative cases to check the matrix.
10 min read
Preparing, signing and executing are three different kinds of authority. This article takes that split down to the level of a Safe operator.
14 min read
Safe operations break down when approvals become a chat ritual instead of a documented, reviewable workflow.
7 min read