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 practitioner's guide to building a complete PO agent system — named subagents with defined roles, a shared brain connecting them, an interface layer for interaction, and a self-improvement loop that makes the system compound over time.
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