An assistant is a system, not a vibe. This one ships with drawings: every behaviour measured, every tolerance stated, and the eyes annotate themselves in real time while they watch you.
Confidence thresholds, escalation rules and refusal boundaries written down before launch, not discovered after.
Which model, which data, which tools, which permissions. A bill of materials for every conversation.
Transcripts, audit events and weekly quality reviews. The system stays measurable after it ships.
Short brief is fine. We reply within one working day with fit, next steps, and any risks we can already see.