A practitioner's guide to defensive AI agent design — thin-slice expert watchers that monitor quality, scope, and consistency dimensions with defined trigger conditions, evaluation criteria, and response actions.
A composable three-tier decision hierarchy — axiom, principle, rule — that codifies your judgment into structured context AI agents can traverse. Distilled from real PO practice, not academic theory.
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