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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

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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.

6 min readApple 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 readiOSScript Development

How to Write iOS No-Jailbreak Scripts: From Setup to a First Working Script

The slow part of iOS no-jailbreak scripting is not the logic but what each function returns. Environment, function map, coordinates, debugging, rolling out.

15 min readiOSScript Development

Driving iOS No-Jailbreak Scripts from Python: The Open API Route

Turn device listing, taps, input, albums and start/stop into HTTP calls, so Python or Node can drive the phones — plus the USB HID three-step sequence.

10 min readApple Cluster ControlFacebook

Apple Cluster Control for Facebook Marketplace: Bulk Listings and Inquiry Replies

Marketplace is nothing like posting to a page: one line lists goods, the other answers is-it-still-available. How listings are staged and triaged.

5 min readApple Cluster ControlInstagram

Apple Cluster Control for Instagram Stories: Daily Updates Across Multiple Accounts

Stories are Instagram's daily workhorse and its most fragmented job: three a day across thirty accounts. What separates Stories from the feed.

5 min read

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

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android automation script developmentscript development

Android Automation Script Development: From Zero to a Running Script

Android automation scripting is not app development, and treating it as such is the first mistake. What to have on hand, and a first script in ten minutes.

4 min readandroid automation scriptsno-root

Android Automation Scripts for Beginners: What You Can Do and What to Avoid

A plain-language start for Android automation scripts: what they are, who they suit, what to leave alone, and the five mistakes beginners make.

4 min readAndroidAndroid automation

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

Publishing in bulk: USB, ADB WIFI or LAN WIFI — which channel to pick, how to group devices, dispatch tasks and read the logs.

10 min readAndroidScript 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 readAndroidScript Development

Android Automation Android Automation Script Obfuscation Anti-Crack: javascript-obfuscator Configuration Explained

Android script obfuscation: installing javascript-obfuscator, a field-by-field breakdown of obfuscator.json, when to obfuscate, and the common pitfalls.

6 min readAndroidAI 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

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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 readHarmonyOS cluster controlHarmonyOS screen mirroring

HarmonyOS Cluster Control Mirroring: How to Set Scenes, Master Control, and OCR

HarmonyOS cluster control mirroring step by step: from connection to picture, choosing a scene, master control vs sync, and proxy vs HID input.

4 min readHarmonyOS automation scriptsHarmonyOS

HarmonyOS Automation Scripts in Practice: Combining Image Match, Color, and OCR

Element finding in HarmonyOS scripts: OpenCV initialization, template thresholds, colour comparison, PPOCR model choice and padding tuning.

5 min readHarmonyOSHarmonyOS 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 readHarmonyOSCluster 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 readHarmonyOSCluster Control

How to Do HarmonyOS Cluster Control? A Deep Dive into HarmonyOS Next Batch Device Control and Screen Mirroring

HarmonyOS cluster control: practical paths for HarmonyOS Next screen mirroring, batch installation, script automation and cluster management.

13 min read

AI Agent AutomationNatural language drives phones to execute tasks

6 posts
AI agentiEasyRun

Handing Apple Cluster Control Devices to an AI Assistant: How Far Can MCP Go?

iEasyRun MCP lists devices, groups and workflows — but not clicking, swiping or running them. Where the line sits, and who gains from wiring it up.

6 min readAI agentiEasyRun

Dozens of Apple Cluster Control Devices: Can AI Handle the Inspection?

Once the fleet grows, inspection is about spotting which phone is off early, not repairing it. Online status, stuck tasks, errors — and what AI can judge.

7 min readAI agentiEasyRun

Can You Do Apple Cluster Control Without Scripts? Who iEasyRun Fits

Can you run Apple cluster control without learning to write scripts? Where the entry barrier sits, which jobs an AI route carries, and who this path is for.

7 min readAI agentiEasyRun

One-Off iPhone Tasks: Should You Write a Script or Hand It to AI?

Are one-off iPhone tasks worth writing a script for? Changing settings, sending one post, exporting data once — plus when to hand it over instead.

6 min readAI agentiEasyRun

Already Using Apple Cluster Control Scripts? Do You Still Need iEasyRun?

Your Apple cluster control scripts already run — so why add iEasyRun? Three scenarios show which side handles what, and who genuinely does not need it.

7 min readAI AgentAutomation

AI Agent Phone Automation End-to-End: From AI Agent to Android & Apple Real-Device Execution

Combining AI agents with phone automation: how models understand tasks, break them into steps and drive real devices, with typical scenarios.

13 min read

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

6 posts
Batch automationPlatform matrix

Android + HarmonyOS Automation: A Unified Configuration Tutorial for Mixed Matrices

Running Android and HarmonyOS through one system: directory planning, separate onboarding, platform grouping, shared scripts, one task queue and one log.

9 min readTikTokE-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 readTikTokLivestream 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 readTikTokBatch 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 readBatch AutomationShort Video

Mobile Batch Automation for Short-Video Matrix & Livestream Operations: Multi-Account Efficiency

Batch automation in short video and livestream: multi-account matrix work, scheduled publishing, batch comment replies, and where the time actually goes.

13 min readE-commerceBatch Automation

Mobile Batch Automation for Cross-Border E-commerce: Full-Chain Efficiency from Product Selection to Customer Service

Six real uses for mobile batch automation in e-commerce: multi-account management, batch listing, data collection, outreach, livestream assist.

13 min read

More Content

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Cluster Control ComparisonCost

Android Cluster Control or Apple Cluster Control, Which Earns More?

Someone with both kinds of hardware ran them side by side for six months and then shut down the Android half. Not because Android failed, but because two platforms in one pool made the numbers unreadable. This separates the two: cost structure, revenue structure, and what the same budget buys each way.

5 min readandroid automation testingUI testing

Android Automation Testing: Running Your First UI Test on a Real Phone

Four hours of manual regression against three minutes automated. How the three approaches compare, and moving a case from manual to automated.

4 min readHarmonyOS cluster controlHarmonyOS Bluetooth HID

HarmonyOS Cluster Control Bluetooth HID: Flashing an ESP32 and Testing the Link

HarmonyOS Bluetooth HID step by step: choosing ESP32-C3 or S3, welded vs non-welded firmware, flashing, binding BLE, and testing the link.

5 min readAndroid Automation ScriptsTool Comparison

Which Tool Should You Use for Android Automation Scripts? A Route-by-Route Comparison

The four routes behind Android automation scripts, where Auto.js, Tasker, RobotHelper and Airtest fit, and a 30-minute test before you commit.

8 min readdouyinmatrix operation

Can Phone Cluster Control Run a Douyin Matrix? Real Talk on Staying Safe and Avoiding Bans

How does Douyin detect cluster control — and what actually keeps accounts safe? Device fingerprints, human-like behaviour, random delays, tag upkeep.

11 min readTikTokcross-border ecommerce

How I Actually Build a 2026 TikTok Matrix—True Machines Plus Cloud Phones, No BS

Building a TikTok matrix in 2026: device selection, network isolation, nurturing rhythms, and why a hybrid deployment beats everything else.

11 min read