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

95 articles · organized by topic

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

View all 51 →
ios phone matrixcluster control pitfalls

Why Does an iOS Phone Matrix Keep Breaking? Six Pitfalls to Spot Early

The pitfalls in an ios phone matrix fall into a handful of categories, and every one of them can be spotted before it bites. This lists six in the order they actually occur: unstable device recognition, cables and power, naming and grouping, hard-coded values, missing execution records, and script-to-system mismatches.

5 min read
apple cluster controlWhatsApp messages

Which Parts of a WhatsApp Flow Should Apple Cluster Control Scripts Handle?

Once you break WhatsApp reception into discrete actions, it turns out most of it should not be automated at all. This splits the flow into reading, classifying, replying, and handover: which judgements must stay human, how to handle timeouts and unread messages, and what the records should capture.

5 min read
iOS automation scriptsYouTube publishing

How Do You Batch Publish to YouTube with iOS Automation Scripts?

The hard part of publishing to YouTube is not tapping, it is slow uploads, many fields, and higher failure rates. This covers which actions belong in the script, which values must become parameters, how to set waits and timeouts for large files, how to check a finished batch, and how to retry only what failed.

4 min read
iOS Automation ScriptsAI Automation

Tired of Maintaining iOS Automation Scripts? Three Weeks With AI

Five kinds of flow run both ways, tracking failure points, maintenance frequency and setup time. Which flows belong on AI, and which stay on scripts.

9 min read
iOS Cluster ControlMatrix Comparison

How Do You Build an iOS Cluster Control Matrix? A 2026 Comparison

Five metrics, three connection routes, three approaches scored side by side, four setups and a pitfall list for an ios cluster control matrix in 2026.

13 min read
iOS Phone MatrixScript Development

How Do You Build an iOS Phone Matrix? Scripts, Devices, Network

What stops people building an iOS phone matrix is rarely device count. It is scripts that need twenty edits for one change, and a device list where nobody knows which phone holds which account. Here is how the script, device and network layers fit together.

5 min read

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

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AndroidAndroid automation

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

A full walkthrough of Android automation for batch publishing: getting the PC, phones, accounts, and assets ready, installing central control, connecting devices (USB, ADB WIFI, or LAN WIFI - which channel to pick), grouping and batch-renaming devices, writing a publishing script with external parameters, dispatching tasks in batch, reading execution logs, the troubleshooting order, and what to watch as you scale.

10 min read
AndroidScript Development

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

The complete Android script hot-update workflow: update.json configuration, server response format, auto-update on UI launch and in-script manual update — push new code to user phones without repackaging the APK.

6 min read
AndroidScript Development

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

Android script obfuscation anti-crack tutorial: installing javascript-obfuscator, a field-by-field breakdown of obfuscator.json (control flow flattening, string arrays, RC4 encoding), when to obfuscate, and common pitfalls.

6 min read
AndroidAI Vision

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

Hands-on YOLOv8 object detection on Android: Anaconda environment setup, labelimg data labeling, yolov8s model training, exporting onnx/ncnn, and calling yolov8Api in EC scripts for real-time detection — a complete step-by-step tutorial.

7 min read
AndroidAI

Write Android Automation Scripts with AI Agents: Cursor/Trae + CLI Tutorial (Natural-Language Coding)

A hands-on tutorial for writing Android automation scripts with AI: why automation scripts fit AI programming best (structured docs, a CLI that closes the loop), how to feed your project and documentation to LLMs (SKILL.md, one-click AI DOCS install, doc links), the ec-android-cli closed loop (build / run / screenshot / node capture / OCR), and editing scripts or debugging logs in natural language. Includes a CLI subcommand quick reference and practical workflow, compatible with Cursor, Trae, Claude, ChatGPT and any LLM editor — turn "writing scripts" into "saying what you want".

11 min read
AndroidAutomation Scripts

Android Automation Scripts Guide: The Complete Tech Stack from No-Root to AI Programming

A complete guide to Android automation scripts: no-root principles, control/node selector positioning, image & color and OCR recognition, four execution modes (Accessibility / proxy / Bluetooth HID / OTG HID), offline execution & hot updates, local offline packaging, AI-assisted programming, and scaling with central control & cloud control. Includes execution-mode selection tables, FAQs, and an Android scripting quick-start — for beginners and advanced developers alike.

13 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

When HarmonyOS cluster control is installed but will not connect, run these seven checks in order: missing components, a path with non-ASCII characters, a central control that will not start, USB debugging left off, service status not reading Yes, the wrong license type, and skipping the restart.

4 min read
HarmonyOS cluster controlHarmonyOS screen mirroring

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

Step by step through HarmonyOS cluster control mirroring: the four steps from connection to picture, how to choose a mirroring scene, how the master control and sync switches relate, proxy versus HID input, image transfer, and where HarmonyOS OCR lives.

4 min read
HarmonyOS automation scriptsHarmonyOS

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

A hands-on breakdown of element finding in HarmonyOS automation scripts: OpenCV initialization and mat format, template cropping and thresholds, single and multi-point color comparison, PPOCR model choice and padding tuning, and the order to debug in.

5 min read
HarmonyOSHarmonyOS automation

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

A from-scratch HarmonyOS automation tutorial for batch publishing on a HarmonyOS Next multi-account matrix: preparing a Windows PC and a HarmonyOS 5.0.0+ device, Developer Mode and USB debugging, installing central control with the product downloader, connecting devices and enabling automation, authorization binding, fleet mirroring, the script sidebar and parameter groups, batch dispatch, log troubleshooting, and the common sticking points.

9 min read
HarmonyOSCluster Control

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

Step-by-step guide on how HarmonyOS Next cluster control works. Compare major platforms support for HarmonyOS, highlight EasyClick as the only platform with full scripting capability for HarmonyOS, plus connection tutorials and pitfalls to avoid.

14 min read
HarmonyOSCluster Control

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

A breakdown of HarmonyOS cluster control (HarmonyOS Next batch device control) solutions: practical paths for HarmonyOS screen mirroring, batch installation, script automation, and cluster management, plus the current state of the HarmonyOS automation ecosystem and recommendations.

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's local MCP can list devices, list device groups, look devices up by group and list workflows — clicking, swiping and running workflows are not in it. This piece draws the line on apple cluster control device management: how far MCP actually goes, which teams get real value from wiring it up, and which teams will just waste an afternoon.

6 min read
AI agentiEasyRun

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

Once your apple cluster control fleet grows, device inspection is about finding out which machine is off as early as possible, not about repairing it. This piece sorts the signals into three kinds — online status, stuck tasks and errors — and explains what iEasyRun chat and workflows can judge for you, and what only a person can decide.

7 min read
AI agentiEasyRun

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

Can you really run apple cluster control without learning to write scripts? This piece puts the two kinds of phone automation tools side by side, explains where the entry barrier actually sits, and looks at which jobs an AI route can carry and which still belong to JavaScript. It also walks through who this path suits, what it is bad at, and whether it is worth spending an afternoon to find out.

6 min read
AI agentiEasyRun

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

Changing a batch of settings, sending one piece of content, exporting data once, running a single verification pass. Are those apple cluster control one-off tasks worth a script? This piece runs the cost arithmetic, sorts out which jobs qualify as one-off and which do not, and explains how to hand a task over without writing anything. It also covers the cases where a script is still the better answer, plus three questions that settle the choice.

6 min read
AI agentiEasyRun

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

Your scripts run fine, so why install another piece of software? This article separates what Apple cluster control does from what iEasyRun does, uses three real-world scenarios to show who handles what, and explains how one set of iPhones can serve both sides at once. It also names the type of team that genuinely does not need it, so you can decide in a few minutes whether the AI execution layer adds anything to your setup.

7 min read
AI AgentAutomation

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

An end-to-end look at combining AI agents with phone automation: how large language models understand tasks, break them into steps, generate scripts, and drive real-device execution, with typical AI Agent phone automation scenarios and implementation advice.

12 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

A mixed-matrix configuration tutorial for running Android and HarmonyOS through one automation system: planning the directory and naming scheme, connecting Android and HarmonyOS devices separately, grouping devices by platform, reusing scripts and parameters across platforms, dispatching tasks and reading execution logs in one place, the troubleshooting order in a mixed environment, and a checklist you can follow directly.

8 min read
TikTokE-commerce Ops

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

A complete TikTok cross-border e-commerce customer service automation guide: the hidden costs of support (time zones, multiple stores, response speed that affects conversions), how scripts monitor comments and DMs — OCR text recognition, keyword rule matching, auto-reply, node locating to fill the input box and send, AI API integration to generate replies, and multi-account data reporting to a cloud-control console. Includes adapted real-world cases (auto-reply tools answering 24/7, an AI customer service bot raising conversions 2.2x), JavaScript examples, and compliance tips (no false promises, no spam, human fallback).

15 min read
TikTokLivestream Operations

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

A plain-language look at TikTok unmanned livestreaming and livestream automation: how unmanned livestreams work and their platform risks (policy boundaries first), and the compliant efficiency uses of scripts in a live room — OCR comment keyword recognition, keyword auto-replies, scene switching, presentation loops, and multi-device livestream matrices managed by central/cloud control. Includes an adapted real-world case (100 devices running unmanned livestreams during a sales festival), JavaScript examples, and compliance red lines (platform policy, human supervision, no fake traffic). This article covers only compliant livestream-assist playbooks.

15 min read
TikTokBatch Automation

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

A practical tutorial on automating TikTok video batch publishing: the time cost of manual uploads (a few minutes per video — how long does 100 take?), adapted real-world cases (multi-account similar-video publishing tools), and how script-based auto-publishing works — node locating to find the upload button, image/color recognition for progress, OCR to read form states, scheduled staggered posting, and retry/status checks on failure. Includes JavaScript examples, a web-tool vs real-device-script comparison table, and compliance tips to help you scale from 10 to 100 posts a day.

16 min read
Batch AutomationShort Video

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

Real-world use cases for mobile batch automation in short video / livestream operations: multi-account matrix management, scheduled publishing, batch comment replies, data collection, and livestream assistance, with efficiency data and compliance red lines.

13 min read
E-commerceBatch Automation

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

Six real-world use cases for mobile batch automation in e-commerce operations: multi-account management, batch listing and delisting, data collection, customer outreach, livestream assistance, and inventory management, with ROI estimates and compliance red lines.

13 min read

Cluster & Cloud ControlControl principles, cloud control, software comparison, compliance

1 posts

More Content

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HarmonyOS cluster controlHarmonyOS Bluetooth HID

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

A step-by-step HarmonyOS Bluetooth HID tutorial: version prerequisites, choosing ESP32-C3 or S3 and welded or non-welded firmware, flashing the board, binding Bluetooth BLE in the central control, testing the link, and the script call order.

5 min read
Android Automation ScriptsTool Comparison

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

Most people searching for Android automation scripts are really choosing a tool. This breaks down the four technical routes (accessibility, ADB and root, image recognition, HID hardware), compares Auto.js, Tasker, RobotHelper, Airtest and others by where they actually fit, and ends with a 30-minute way to test a candidate before committing.

7 min read
douyinmatrix operation

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

The real story about how Douyin detects cluster control operations—and what actually works to keep your accounts safe. Covers device fingerprint spoofing, human-like behavior simulation, random delay setups, account tag maintenance, plus everything I learned the hard way.

10 min read
TikTokcross-border ecommerce

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

Real talk about building a TikTok matrix in 2026—from device selection and network isolation to account nurturing rhythms, content strategies, and why hybrid deployment beats everything else. Lessons learned from crashes.

11 min read
Xiaohongshubatch ops

Phone Cluster Control for Xiaohongshu—My Honest Review After Trying Three Setups

Unvarnished review of using phone cluster control systems for Xiaohongshu batch operations: hardware setup traps, software stability struggles, account isolation realities, content homogenization avoidance strategies, and small-team scaling advice based on real experience.

8 min read
Auto.jsAlternative

Auto.js Alternative & Tutorial: What to Use After Auto.js Stopped Updating? (vs EasyClick)

Some Auto.js versions have stopped maintenance, with no guarantee of new-system compatibility. This article objectively breaks down Auto.js's strengths and risks, compares it with EasyClick across no-root, iOS no-jailbreak, HarmonyOS, and cluster/cloud control, and gives migration steps and a checklist.

8 min read