- • AAAS factory: zero new cost, no one-way door, matches roles exactly
- • only builds needed: agency-bridge (in flight) + factory designation
- • single Mac ceiling ≈ tens of clients — fine for launch
- • 3→4 when one Mac saturates: lift STATE to your own VPS, keep Claude compute on Max-seat Macs (kills sync disease AND the seat ceiling)
- • 4→5 at ~100+ clients: shard into cells behind a control plane
- • each step is additive — no cutover cliff anywhere
- • 2 as-specced: custody on someone else's box, everyone-stops-at-once, 24/7 Max seat gray-zone
- • 1 long-term: 4-writer sync class keeps generating incidents
- • any topology: publish/spend/brand-DNA stay HUMAN-gated