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Dev.to
7/2/2026
The original title is "A practical Android automation workflow: mirror, inspect, generate, then run"

The original title is "A practical Android automation workflow: mirror, inspect, generate, then run"

Original: A practical Android automation workflow: mirror, inspect, generate, then run

Short summary

LaiCai Flow streamlines Android automation by starting from screen observation rather than backend APIs. The workflow mirrors Android to PC, manually confirms the repeated path, generates a Flow via LLM or MCP, reviews in Graph View, then executes with logging. Ideal for QA testing, support reproduction, and e-commerce teams needing visual evidence.

  • Screen-first automation: mirror Android, manually inspect, then automate only the stable paths
  • Multi-path generation: natural language prompts, MCP/Claude integration, or manual Graph View editing
  • Use cases: QA testing, support reproduction, e-commerce verification, app smoke checks

Generated with AI, which can make mistakes.

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