DittoMation
Android automation framework with smart element detection and natural language commands.
Try the Interactive Demo
Experience DittoMation with our interactive Android simulator. Type natural language commands and watch them execute in real-time.
Why DittoMation?
Most Android automation tools break when the UI changes. They rely on:
- Fixed coordinates - break on different screen sizes
- Hardcoded XPaths - break when layouts shift
- Exact element IDs - break when developers rename them
DittoMation solves this with smart element location that adapts to UI changes.
Quick Start
Installation
Natural Language Commands
Record & Replay
# Record your interactions
ditto record --output workflow.json
# Replay anywhere
ditto run workflow.json
Python API
from core import Android
android = Android()
# Smart element detection
android.tap("Login") # by text
android.tap(id="btn_submit") # by ID
android.tap(desc="Send") # by content-description
# Natural gestures
android.swipe("up")
android.scroll("down")
android.long_press("Settings")
Key Features
| Feature | Description |
|---|---|
| Smart Locator | Falls back through multiple strategies to find elements |
| Natural Language | Control devices with plain English commands |
| Record & Replay | Capture interactions and replay with smart matching |
| Control Flow | Variables, loops, and conditionals for complex workflows |
| Ad Filtering | Automatically skips ad elements |
| Cloud Ready | AWS Device Farm & Firebase Test Lab support |
Benchmark Results
Tested across 4 UI versions (original, layout shift, redesign, tablet):
| Metric | Coordinate-based | DittoMation |
|---|---|---|
| Success Rate | 70% | 100% |
| Maintenance fixes | 6 | 0 |