SourceGoogle Cloud outlined 10 critical architectural, scaling, and governance questions startups must answer when migrating AI prototypes to production.
Aug 20, 2026
11d agoKey Details
- Recommends transitioning from Google AI Studio API keys to Gemini Enterprise Agent Platform IAM and Application Default Credentials before onboarding external users.
- Details quota management strategies including regional endpoint pinning and Priority PayGo to prevent HTTP 429 errors.
- Prescribes cost governance controls incorporating Cloud Billing spend caps, Secret Manager, Model Armor prompt screening, and Security Command Center monitoring.