Ruslan Halil

Have you implemented any automated notification system to alert PR teams when media assets are approaching outdated status or when brand guidelines change?

How does your AI handle state management decisions when generating apps - does it automatically choose between local state, Context API, or Redux based on the app's complexity?

Can development teams customize the performance baselines and severity classifications for different types of applications, or does Digma use a standardized assessment model?

What's your approach to handling multi-factor authentication scenarios, especially for sites that use SMS or authenticator apps as second factors?

What specific safeguards or validation mechanisms are implemented to ensure the AI's automated decisions align with the company's established policies and risk tolerance levels?

What integration capabilities exist for developers to incorporate Gemini's multimodal processing into existing applications while maintaining real-time performance requirements?