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Android scripts, Apple/iOS scripts, HarmonyOS automation, no-root / no-jailbreak basics, AI agents and automated testing — browse by topic.

102 articles · organized by topic

Apple Automation Scripts · iOSNo-jailbreak, proxy/BT/OTG modes, mirroring, batch ops

View all 56 →
Apple cluster controlcluster control cost

Buying Too Many Devices: Five Costs in Apple Cluster Control

What does buying too many devices actually cost? Idle stock, non-linear maintenance, accounts lagging, the wrong jobs taken to fill capacity, a slow exit.

7 min read
Apple cluster controlscript stability

Failed Overnight: Setting Up Failure Alerts for Apple Cluster Control

Unattended running does not depend on scripts never failing — it depends on knowing when they do. Make failures visible, push them out, and grade them.

7 min read
How to Write an iOS No-Jailbreak Script: Get One Tap Through First
iosScript Development

How to Write an iOS No-Jailbreak Script: Get One Tap Through First

The script calls startEnv to bring automation up, then clickPoint to tap one coordinate. If the service fails to start, or an old tunnel is still up on iOS 17, the tap never goes out.

2 min read
Driving iOS No-Jailbreak Scripts from Python: Open API Steps and Parameters
iosScript Development

Driving iOS No-Jailbreak Scripts from Python: Open API Steps and Parameters

When do you actually need the API? The address, the request method, and the code/msg return convention, then how to get a deviceId, the USB HID order of open session, set resolution, then tap, what each of the eleven modules covers, and how to handle errors.

8 min read
How to Bulk-List on Facebook Marketplace with Apple Cluster Control: Listing, Enquiry Replies, and Closing Out
iOSBatch Operations

How to Bulk-List on Facebook Marketplace with Apple Cluster Control: Listing, Enquiry Replies, and Closing Out

An execution-side tutorial for multi-account Marketplace: split listing into prep and upload, how to split groups by region, how to sort enquiry messages into ones a fixed reply can handle and ones that need a person, and the three things the evening sweep has to cover. The steps can be followed as written.

5 min read
How to Post Instagram Stories in Bulk with Apple Cluster Control: A Daily Schedule and Sticker Setup
iOSBatch Operations

How to Post Instagram Stories in Bulk with Apple Cluster Control: A Daily Schedule and Sticker Setup

An execution-side tutorial for multi-account Instagram: how to set the times for three posts a day, how to stagger publishing, what extra layer to add when feed content becomes a Story, and how to split location stickers and hashtag stickers into per-account and per-content. The steps can be followed as written.

5 min read

Android Automation ScriptsNo-root / ADB, platform comparison, tutorials

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AndroidAutomation Script Development

Android Script Development: The Full Path from Zero to a Live Run

A full-path guide to Android script development, from choosing a tool, installing the environment, and connecting a device, to writing the first script and deploying it to production. No-root Android automation in JavaScript.

4 min read
AndroidScript Tutorial

Android Scripts for Beginners: How to Write a Phone Script with No Background, What It Can Do, and Which Pits to Avoid

How do you start with Android scripts and phone scripts? In plain language: what they can do, what to leave alone, how to get one phone running, and five pits beginners hit. No root.

5 min read
AndroidAutomation Testing

Android Automation Testing for Beginners: Run Your First UI Test Case on a Phone

A complete guide to Android automation testing: use a real Android phone in place of manual regression, compare it with a traditional Appium setup, and write your first automation test script step by step.

4 min read
AndroidScript Development

Android Automation Script Hot Update: Update Your Code Without Repackaging the APK

Push new Android script code without repackaging the APK: update.json configuration, the server response format, and auto-update on launch.

6 min read
Android Script Obfuscation Against Cracking: javascript-obfuscator Configuration in Detail
AndroidScript Development

Android Script Obfuscation Against Cracking: javascript-obfuscator Configuration in Detail

How do you keep an Android script from being cracked? Installing javascript-obfuscator, a field-by-field look at obfuscator.json (control-flow flattening, string arrays, RC4 encoding), when to obfuscate, and the common pitfalls.

5 min read
AndroidAI Vision

Android Automation Script YOLO Object Detection End-to-End: From Labeling & Training to On-Device ncnn Inference

YOLOv8 object detection on Android: Anaconda setup, labelimg labelling, yolov8s training, exporting onnx/ncnn, and calling yolov8Api in EC scripts.

7 min read

HarmonyOS AutomationHarmonyOS Next automation scripts & setup

5 posts
HarmonyOS cluster controlHarmonyOS

HarmonyOS Cluster Control Connected but No Device? Seven Checks to Run

HarmonyOS cluster control not connecting? Seven checks: missing components, a non-ASCII path, central control that won't start, USB debugging off.

4 min read
Finding elements in HarmonyOS scripts: combining image match, color, and OCR
HarmonyOS scriptsHarmonyOS

Finding elements in HarmonyOS scripts: combining image match, color, and OCR

How does a HarmonyOS script find elements? OpenCV initialization and switching to the mat format, template screenshots and threshold choice, single-point color comparison and multi-point color matching, PPOCR and padding, and when YOLO is worth it.

5 min read
HarmonyOSHarmonyOS automation

HarmonyOS Automation Batch Publishing Tutorial: Getting Started with a HarmonyOS Next Multi-Account Matrix

HarmonyOS batch publishing from scratch: Developer Mode and USB debugging, installing central control, authorization binding, batch dispatch, log triage.

9 min read
HarmonyOSCluster Control

What Is HarmonyOS Cluster Control? A Complete Guide to HarmonyOS Next Device Management

How does HarmonyOS Next cluster control actually work, how well do the major platforms support it, and which setup pitfalls should you avoid?

15 min read
How Does HarmonyOS Cluster Control Work? Batch Phone Control and Screen Mirroring for HarmonyOS Automation
HarmonyOS Cluster ControlHarmonyOS

How Does HarmonyOS Cluster Control Work? Batch Phone Control and Screen Mirroring for HarmonyOS Automation

A look at HarmonyOS cluster control (batch control of HarmonyOS Next phones): workable paths for device mirroring, batch install, script automation, and cluster management, plus where the ecosystem stands and what to do next.

7 min read

AI Agent AutomationNatural language drives phones to execute tasks

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Handing Apple Cluster Control to an AI Assistant: iEasyRun MCP Setup Steps
AI agentiEasyRun

Handing Apple Cluster Control to an AI Assistant: iEasyRun MCP Setup Steps

How do you connect iEasyRun devices to an AI assistant such as Claude or WorkBuddy? Confirm the devices are online, copy the local MCP address, write it into the client config, and verify the link with four query tools, plus the order to check when devices do not show up.

5 min read
How do you inspect Apple cluster control devices? Steps in iEasyRun for offline and stuck phones
AI agentiEasyRun

How do you inspect Apple cluster control devices? Steps in iEasyRun for offline and stuck phones

Practical steps for inspecting Apple cluster control devices: first name the three signals you need (online or not, stuck or not, an error or not), then cover adding devices and grouping them, walking online status on the Devices page, asking in chat which devices look suspicious, and using execution history to see which step they stopped on. The end covers how to schedule daily checks and periodic checks.

6 min read
How Do You Do Apple Cluster Control If You Cannot Write Scripts? Getting Started with iEasyRun
AI agentiEasyRun

How Do You Do Apple Cluster Control If You Cannot Write Scripts? Getting Started with iEasyRun

An iEasyRun getting-started tutorial for people who do not write scripts: from download and install, scanning phones into the Devices page, giving tasks in plain language on the chat page, switching to AI refine mode when you need it, and saving steps that already run cleanly as a workflow, then how to open the execution log when it gets stuck. These steps can be followed directly in apple cluster control.

6 min read
How Do You Handle a One-Off Task in Apple Cluster Control? iEasyRun Steps Without Writing a Script
AI agentiEasyRun

How Do You Handle a One-Off Task in Apple Cluster Control? iEasyRun Steps Without Writing a Script

Do not rush to write a script for a one-off task. This walks through iEasyRun in five steps: decide whether it really is one-off, add the devices to the library and confirm they are online, describe the task clearly in chat, check the execution log after the run, and save it as a workflow if it needs to repeat. The steps in this piece are based on an actual apple cluster control setup.

5 min read
How Do Apple Cluster Control Scripts and AI Split the Work? How iEasyRun Is Set Up
AI agentiEasyRun

How Do Apple Cluster Control Scripts and AI Split the Work? How iEasyRun Is Set Up

How a team already using Apple cluster control scripts connects iEasyRun: sort out the split between the central control and the AI workstation first, then what each side has to prepare, how to make them see the same batch of devices, how to choose between two ways of doing the same task, and a troubleshooting order for when something goes wrong.

7 min read
AI Agent Workflow Editor: Save and Export .spk
AI AgentWorkflow

AI Agent Workflow Editor: Save and Export .spk

After you change the canvas, tap Save, or press Ctrl+S. On a Mac that is Cmd+S. When you hand a flow to someone else to run and they must leave the steps unchanged, export the root workflow as .spk.

2 min read

Batch Ops · Automated TestingE-commerce, short-video, livestream & real-device testing

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batch automationplatform matrix

Android Automation + HarmonyOS Automation: A Unified Setup Tutorial for a Mixed Matrix

A setup tutorial for a mixed Android and HarmonyOS matrix: one automation system for two platforms. It covers directory and naming for the mixed matrix, connecting Android and HarmonyOS devices separately, grouping devices by platform, reusing scripts and parameters, dispatching tasks from one place and reading execution logs, the troubleshooting order in a mixed environment, and a checklist you can follow directly.

7 min read
TikTokE-commerce Ops

TikTok Customer Service Automation Script Tutorial: 24/7 Auto-Replies for Comments and DMs

TikTok cross-border customer service: how scripts watch comments and DMs, auto-reply by keyword rules, and hand off to a human — plus the hidden cost.

15 min read
TikTokLivestream Operations

TikTok Unmanned Livestreaming Guide: Script Automation for Comment Replies & Scene Switching

TikTok unmanned livestreaming: how material loops plus automated replies work, what scripts do in a live room, and where the platform policy line sits.

15 min read
TikTokBatch Automation

TikTok Batch Video Publishing Tutorial: From 10 Manual Posts to 100 a Day with Scripts

Automating TikTok video batch publishing: find the upload button by node, read the form state by OCR, stagger the schedule — and what 100 posts cost in time.

16 min read
How to Write a Stable Mobile Automation Test Script: Locators, Waits, Assertions, and Working Backwards from a Failure
automated testingreal-device testing

How to Write a Stable Mobile Automation Test Script: Locators, Waits, Assertions, and Working Backwards from a Failure

Execution-side notes from real-device batch regression: a case has to pass locator, assertion, layering, and reproduction. Why a wait cannot be a fixed sleep, which four things to capture at the moment of failure, the order for working backwards through five failure symptoms, and how to design the rerun.

6 min read
Batch Automation for a Short-Video Matrix and Livestreams: One Job This Week
batch automationshort video operations

Batch Automation for a Short-Video Matrix and Livestreams: One Job This Week

This week does one job. Finished videos go out on schedule, and that is a publish batch. Someone is live, and after they go off you need to keep the viewer count and the comments, and that is livestream assist. Do not write both into the same script.

3 min read

More Content

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Cluster Control ComparisonCost

Android Cluster Control or Apple Cluster Control: Which Is Easier to Make Money With?

Someone who had both kinds of hardware ran them for more than half a year and then shut down the Android half. Android was working. The two platforms sat in one pool and the books would not close. This piece keeps the two sides separate: where the cost structures differ, where the revenue structures differ, and what the same budget buys in each layout.

2 min read
HarmonyOS cluster control Bluetooth HID: flashing an ESP32 and testing the bind
HarmonyOS cluster controlHarmonyOS Bluetooth HID

HarmonyOS cluster control Bluetooth HID: flashing an ESP32 and testing the bind

A step-by-step HarmonyOS cluster control Bluetooth HID tutorial: version requirements, how to choose ESP32-C3 or S3 and welded or non-welded firmware, flashing, binding BLE in the central control, and testing the path, plus troubleshooting for a link that will not connect and taps that land in the wrong place.

6 min read
HarmonyOS cluster control mirroring: master control sync, text input, and OCR
HarmonyOS cluster controlHarmonyOS screen mirroring

HarmonyOS cluster control mirroring: master control sync, text input, and OCR

Step-by-step HarmonyOS cluster control mirroring: the four-step path from the new central control into group mirroring, how to pick a mirroring scene, how master control relates to the sync switches, how proxy input differs from HID, where image transfer and HarmonyOS OCR live, and the order for checking a stuttering picture.

4 min read
iOS scriptsYouTube publishing

How Do You Batch-Publish to YouTube with an iOS Script? One Script, Many Accounts

The hard part of publishing to YouTube is the slow upload, the number of fields, and the failure rate. This covers which actions to hard-code, which values must be parameters, how to set the wait and timeout for large-file uploads, and how to check and rerun after a batch finishes.

4 min read
Android ScriptsTool Comparison

Which Tool Should You Use for Android Scripts? A Side-by-Side Look at the Mainstream Options and the Technical Routes

People who search "Android scripts" are really choosing a tool. First the capability boundary of four routes, accessibility, ADB, image recognition, and HID hardware, then Auto.js, Tasker, RobotHelper, and Airtest one by one, plus a 30-minute verification method.

5 min read
Android automationPlatform matrix

Android Automation Batch Publishing Tutorial: How to Set Up and Run a Multi-Account Matrix

From gathering a computer, Android phones, accounts, and assets, through installing central control and connecting devices (how to choose among USB, ADB WIFI, and LAN WIFI), device grouping and batch rename, writing the publish script with parameters pulled out, and batch dispatch plus reading the log.

7 min read