Creative Systems & UGC
Ship ideas weekly without burning teams.
Context
Where this fits in your stack and how to pilot quickly.
Architecture
Components, data contracts, and responsibilities. Focus on auditability and cost control.
Playbook
- Define events and SLIs
- Ship a minimal slice
- Harden with tests and incident drills
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