~/talk

Building an AI companion with Modern Android Architecture

Talkat droidcon New York 2025 · 2025-06-25..06-26· [ai-assisted-development, android]
name:Amos Gwa
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Builds Microsoft Copilot for Android from scratch using Jetpack Compose, Hilt, Retrofit and Kotlin serialization; ships a modular answer cards framework that isolates UI/data per feature and uses Kotlin polymorphic serializers plus multi‑binding into map/set to load converters at runtime. Uses a convention Gradle plugin to standardize modules, feature flags and client capability flags over a WebSocket for progressive rollout, and a default serializer fallback for unknown cards. Timeline: first PR April 2024, public October, scaling to 12M active devices while maintaining a 99.99% crash‑free rate.

AI-written summary · about

  1. 0:00Building an AI companion
  2. 1:05Copilot features overview
  3. 2:30Project timeline and scaling
  4. 3:35Merge conflicts in chat
  5. 6:45Gradle setup with plugins
  6. 8:12Answer Card framework
  7. 11:41Finance cards implementation
  8. 16:43Data layer design
  9. 20:25AI responses to UI models
  10. 23:17Finance card demo
  11. 25:02User interactions in cards
  12. 26:28Safety with feature flags
  13. 29:19Modular development strategies
  14. 30:01Results and closing
  15. 31:28Q&A
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