Sample-first AI secretary proof for mailbox triage, draft-only replies, and human confirmation queues.
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Updated
May 12, 2026 - Python
Sample-first AI secretary proof for mailbox triage, draft-only replies, and human confirmation queues.
Decision gate that stops AI agents from burning tokens on subagents that can't deliver
Practical baseline for running AI agents on-prem. Checklists, safe defaults, and operator field notes for local-first deployments.
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