Plan screens and backend behavior together
A mobile journey spans the screen, network request and saved state. We account for weak connections, interrupted sessions and different device sizes. Login, account recovery and the first successful task should have clear feedback rather than leaving users unsure whether an action completed.
Cross-platform or native development
A shared codebase can reduce duplicated interface work when the platforms have similar requirements. Native implementation can be appropriate for specialized device features or platform-specific interaction. The trade-off includes plugin quality, accessibility, maintenance and testing effort; the project scope identifies the supported devices.
Notifications and release preparation
Push notifications need permission flows, useful content and deep links to the right screen. Releases require signing credentials, store assets and test builds. Backend compatibility should allow older installed versions to continue working while users move to a new release.
What the scope can include
- Screen flows and platform recommendation
- App features connected to documented APIs
- Device-test plan and agreed release support
The final deliverables, schedule, ownership and maintenance terms are agreed for your project before implementation.
A relevant engineering reference
The CEO’s portfolio describes a multi-model platform with routing, debate workflows and usage-based billing. The reference is relevant to integrating model calls with application interfaces and account usage.
Explore MetaLLMPublic CEO portfolio reference. We will discuss which experience and components are relevant to your requirements.
Questions & answers
Should I choose native or cross-platform mobile development?
Choose based on required device features, interface differences and maintenance capacity. Cross-platform development suits many shared workflows, while native development may fit deeper platform integrations. We assess the specific requirements before recommending a stack.
Can you connect a mobile app to my existing backend?
Yes, when the backend exposes suitable APIs. We review authentication, data contracts, rate limits and missing endpoints, then agree on any backend changes needed for mobile use.