Dev.to
7/4/2026

Android emulator automation is not the same as device automation
Short summary
Emulator automation provides repeatability and debugging capability for workflow development, while physical device testing catches real-world variations, manufacturer behavior, and hardware differences affecting users. Use a sequential approach: build on emulators, then validate on representative devices. LaiCai Flow enables visible, debuggable automation workflows across both environments.
- •Emulator automation excels at repeatability and debugging; physical devices catch real-world hardware, manufacturer UI, and permission variations
- •Sequential workflow: develop and refine on emulators first, then move stable checks to representative physical devices
- •LaiCai Flow provides visible automation that works across both environments while remaining maintainable and reviewable
Generated with AI, which can make mistakes.
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