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Phone cluster control, Apple cluster control, HarmonyOS automation, Android no-root, AI agents and automated testing — browse by topic and find what you care about fast.

48 articles · organized by topic

Phone Cluster ControlControl principles, cloud control, software comparison, compliance

7 posts
Cluster ControlCompliance

Mobile Cluster Control Compliance Guide: Which Scenarios Are Legal and Which Cross the Red Line

A breakdown of the compliance boundaries for phone cluster control and batch automation: legitimate use cases (automated testing, device management, self-operated businesses), gray-market red lines (account farming, fake traffic), and platform risk-control rules, plus a compliance self-check checklist.

14 min read
Cluster ControlSoftware Comparison

2026 Cluster Control Software Review: How to Choose a Phone Cluster Control Tool Without Pitfalls

A hands-on comparison of mainstream phone cluster control software in 2026: stability, feature boundaries, and pricing of local central control, cloud control, and Apple cluster control tools, plus common pitfalls from real-world use and an avoidance checklist.

13 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
iOSWorkflow

Monetizing iOS Automation Workflows: .spk Workflow Packages and .spl License Distribution

A guide to commercializing iOS automation script workflows: packaging .spk workflow packages, distributing .spl licenses, monetization models, and compliance essentials — written for script authors and automation service providers.

12 min read
Cluster ControlCloud Control

Cloud Control System vs Local Cluster Control: Two Deployment Options for Phone Cluster Control

A full comparison of phone cloud control systems and local central control (USB/WiFi): deployment approach, applicable scale, cost structure, stability, and security boundaries, plus selection decision advice for three scenarios and a migration path.

13 min read
iOSApple Cluster Control

Does Apple Cluster Control Need Jailbreak? 2026 iOS No-Jailbreak Automation vs Jailbreak Solutions Compared

Does Apple cluster control (batch control of iPhones/iPads) require jailbreak? Compare the two technical routes — no-jailbreak vs jailbreak: stability, feature boundaries, cost, risks and suitable scenarios, with solution selection advice and compliance notes.

13 min read
Cluster ControlBatch Automation

What Is Phone Cluster Control? Principles, No-Jailbreak Solutions & Real-World Use Cases

A complete guide to phone cluster control: three mainstream technical approaches, whether jailbreak or root is required, five mobile batch automation use cases and solution selection advice, plus no-jailbreak principles and compliance notes.

14 min read

HarmonyOS AutomationHarmonyOS Next automation scripts & cluster control

1 posts

AI Agent AutomationNatural language drives phones to execute tasks

4 posts
AI AgentiOS

AI Agent Chat-Driven Automation: Control Your iPhone with Natural Language

Hands-on AI chat for iOS automation: describe what you want in plain Chinese in the AI agent chat page, pick a device and let AI execute — screenshots, OCR, template matching, VLM visual location, plus fixed commands when no LLM is configured, with ready-to-use phrase examples.

5 min read
AI AgentiOS

AI Agent Workflow Editor Explained: Visually Orchestrate iPhone Automation with Drag & Drop

The complete AI agent workflow editor guide: interface layout, visual and text modes, states/arrows/diamonds, the variable pool, test runs, and AI-assisted flow generation — turning iPhone automation from "writing code" into "dragging nodes".

6 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
iOSAI Agent

AI Agent Phone Automation: Commanding Your iPhone with Natural Language

A complete look at AI-agent-driven iPhone automation: turning natural language instructions into scripts, workflow orchestration, scheduled tasks, and self-healing error recovery — practical ways to combine AI agents with iOS no-jailbreak automation.

11 min read

Android No-Root · ScriptingAccessibility / ADB, platform comparison, tutorials

16 posts
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
AndroidiOS

Network License Verification for Android & iOS Automation Scripts: Device Fingerprint + Heartbeat Fault Tolerance

The complete network license and card-key system for Android and Apple iOS scripts: creating an app in the user center for the appid, generating and binding licenses, device fingerprint verification, heartbeat fault tolerance, cloud variables for remote control, hot-update management, and ecNetCard integration across Android / iOS Center / iOS Offline.

9 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
AndroidHID

Android Automation Script HID Hardware Guide: Bluetooth HID vs OTG HID — Costs, Differences & Setup

A complete guide to HID hardware for Android automation: what HID (human interface devices) is, a full Bluetooth HID vs OTG HID comparison (wireless vs wired, stability, interference), ESP32 dev boards vs HID mini-hosts in cost and selection (dev boards for tens of CNY, mini-hosts around 100 CNY, free firmware), connection setup, capability boundaries (image/color/OCR plus click-swipe only), and suitable scenarios. Includes a hardware comparison table and compliance notes for building an automation rig without accessibility service or USB debugging.

15 min read
AndroidImage Recognition

Android Automation Script Image Recognition Guide: OpenCV Template Matching & Multi-Point Color Finding

How image recognition works in Android automation scripts: OpenCV template matching for image finding, single-point and multi-point color finding, color block detection, and why image recognition is more stable than coordinate-based clicking (resolution-independent). Includes an API quick reference, parameter tuning tips, and randomized in-area click techniques — ideal for scripts that must handle game screens, custom-drawn controls, and image-only buttons.

18 min read
AndroidNo-Root

Android No-Root Automation Script Complete Guide: Accessibility Service and ADB as Two Technical Paths

An in-depth look at Android no-root automation: how the two technical paths of Accessibility Service and ADB work, their capability boundaries and stability comparison, plus no-root solution selection advice and answers to common questions.

12 min read
AndroidOCR

Android Automation Script OCR Tutorial: On-Device Offline Text Recognition with Free PPOCR Models

A complete tutorial on OCR for Android automation scripts: why scripts need to "read" on-screen text (game pop-ups, custom-drawn text, image captions), cloud OCR vs on-device OCR trade-offs, how to choose among the fully free offline PPOCR-V4/V5/V6 models, how to call OCR in scripts (init, recognize, release), and parameter tuning (padding / maxSideLen / numThread). On-device recognition works without the network, balancing privacy and speed — with working code examples.

13 min read
AndroidScript Monetization

How to Monetize Android Automation Scripts: Packaging, Hot Updates, Anti-Cracking & Card-Key Licensing

A complete monetization guide for Android automation script authors: local offline packaging (safer — source never uploaded to the cloud), offline standalone distribution, code hot updates for iteration (no APK reinstall), JS obfuscation plus secondary compilation against cracking, and network verification platform for card-key licensing. Includes the full monetization path (package → distribute → iterate → license) and compliance notes for developers and automation service providers who want to turn scripts into products.

14 min read
AndroidAutomation Principles

Android Automation Script Stability Guide: Why Scripts Crash Mid-Run & How to Fix Them

Why do Android automation scripts keep crashing? This guide breaks down four typical failure modes: empty clicks (acting before elements load), element-locating failures (UI upgrades/layout changes), the accessibility service being reclaimed by the system, and resolution/model differences — then gives the engineering fixes: wait-for-node, retry mechanisms, service self-healing, and node-first positioning. Includes a 12-point stability checklist and code examples for running unattended scripts reliably.

15 min read
EasyClickScript Platform

How to Choose a Phone Automation Script Platform? The Complete EasyClick 2026 Selection Guide

How do you choose a phone automation script platform? This article gives six evaluation dimensions: no-root/no-jailbreak ecosystem coverage, cluster control and cloud control capabilities, the script engine, enterprise packaging and distribution, and AI agents—explained point by point using EasyClick as an example, with a selection self-check checklist.

13 min read
ScriptingTutorial

Write Your First Phone Automation Script: Environment Setup, Getting Started Examples, and Publishing to Run

A hands-on getting-started guide to phone automation scripts: environment setup for Android/iOS/HarmonyOS, the complete process of writing your first script, debugging tips, and publishing to run, with common errors and solutions.

12 min read
Automated TestingReal-Device Testing

Mobile Automated Testing Script Solutions: How to Run Real-Device Batch Regression Efficiently

A complete guide to real-device automated testing on phones: the full path from single-device smoke tests to multi-model batch regression, covering test framework selection, real-device cluster execution, report collection, and common issues.

12 min read
Script PlatformPlatform Comparison

How to Choose a Phone Automation Script Platform? EasyClick vs. AnJian vs. Auto.js Compared

A selection guide for phone automation script platforms: a comparison of four mainstream platforms—EasyClick, AnJian, TouchSprite, and Auto.js—covering no-root/no-jailbreak support, iOS/Android/HarmonyOS coverage, enterprise-level capabilities, and learning costs.

13 min read

Apple Cluster Control · iOSNo-jailbreak, proxy/BT/OTG modes, mirroring, batch ops

11 posts
iOSNo-Jailbreak

iOS No-Jailbreak Automation: Proxy Mode vs Bluetooth HID vs OTG HID — How to Choose

A full comparison of the three ways to do iOS no-jailbreak automation: the principles, signing requirements, risk-control differences and selection advice for proxy mode, Bluetooth HID and OTG HID, with a decision table and cost estimates to help you pick the right Apple automation script approach.

11 min read
iOSRisk Control

How to Avoid Risk Control in iOS Automation Scripts: The No-Screen-Mirror Screenshot Principle

How iOS automation scripts can lower the odds of risk control flags: the difference between screen mirroring and no-mirror automated screenshots, how captureFullScreenNoAuto works, and avoiding risk-detection signatures in batch operations — with a checklist of risk-sensitive operations and compliance advice.

11 min read
iOSOffline Activator

Apple Cluster Control iPhone Batch Operations: Initialize 100 Devices at Once with the Offline Activator

A hands-on guide to iPhone batch operations: batch initialization with the offline activator, pairing certificate generation and push, developer disk image flashing, and one-click self-activation workflow, plus BundleId configuration and license management for hosted-service and cluster-control operations.

12 min read
iOSBluetooth HID

iOS No-Jailbreak Bluetooth HID Automation: Run Scripts Without a Proxy IPA

A complete guide to iOS no-jailbreak automation via Bluetooth HID: an ESP32C3 dev board delivers no-signature, proxy-free control, with no-screen-mirror screenshots to reduce risk control detection. Covers firmware selection, pairing configuration, keyboard shortcuts, and troubleshooting.

11 min read
iOSApple Cluster Control

Apple Cluster Control Device Capacity: How Many iPhones Can One PC Handle

An in-depth look at Apple (iPhone) cluster control device capacity: the key bottlenecks that determine how many iPhones one PC can stably control (USB ports/bandwidth, CPU/memory, signing concurrency, Wi-Fi environment), real-world test data and scaling plans, plus a device capacity self-check checklist.

13 min read
iOSShortcuts

Three-Level Text Input for iOS Automation Scripts: Proxy, Keyboard, and Shortcuts

A detailed look at three ways to input text in iOS automation scripts: inputText via a proxy IPA, the imeApi keyboard of the EC offline main program, and the Shortcuts assistant paste method. Includes a requirement comparison, configuration walkthrough, and no-signature scenarios.

10 min read
iOSNo-Jailbreak

iOS No-Jailbreak Automation Screen Mirroring Explained: Three Ways to Mirror an iPhone to a PC

How iOS no-jailbreak screen mirroring works: compare the principles, latency and stability of three technical approaches to mirroring an iPhone/iPad to a PC (system mirroring, wired mirroring, protocol-level mirroring), plus a no-jailbreak batch device control solution.

12 min read
iOSNo-Jailbreak

iOS No-Jailbreak Automation Without Paid Signing: The Offline Main Program Explained

How to run iOS no-jailbreak automation without paid signing: the EC offline main program combined with i4Tools free signing or TrollStore delivers proxy-free input, screenshot recognition and automated execution, with a free-signing comparison and limitation notes.

11 min read
iOSOTG HID

iOS No-Jailbreak OTG HID Automation: No-Signature on iOS 17+ Without Bluetooth Interference

A complete guide to iOS no-jailbreak automation via OTG HID: an ESP32S3 dev board connects by wire, delivering no-signature, proxy-free control immune to Bluetooth interference. Covers firmware flashing, network configuration, enabling wireless debugging, and troubleshooting.

10 min read
iOSProxy Mode

iOS Automation Script Proxy Mode Tutorial: From Signed IPA to Your First Working Script

The complete zero-to-one proxy mode workflow for iOS automation scripts: IPA signing, developer disk image flashing, license binding, starting the automation service and running your first script, plus signing option comparison and common error troubleshooting — ideal for beginners in Apple automation scripts.

12 min read
iOSShortcuts

Advanced iOS Automation Scripts: Shortcuts and Full Keyboard Access in Action

Advanced techniques for iOS automation scripts: binding Full Keyboard Access commands, automating Shortcuts, and using keyboard shortcuts to trigger scripts — turning the iPhone into a programmable device. Includes configuration examples and script invocation methods.

11 min read

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

5 posts
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

More Content

4 posts
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
TouchSpriteAlternative

TouchSprite Alternative: TouchSprite vs EasyClick Comparison & Migration Guide

People searching "TouchSprite alternative" mostly want no-jailbreak, batch, or cross-platform options. This article objectively breaks down TouchSprite's strengths and limits, compares it with EasyClick across iOS no-jailbreak, HarmonyOS, and cluster/cloud control, and gives migration steps and a checklist.

8 min read
AnJianAlternative

AnJian Alternative: AnJian vs EasyClick Comparison & Migration Guide

People searching "AnJian alternative" usually want no-root, iOS no-jailbreak, or batch cluster options. This article objectively breaks down AnJian's strengths and limits, compares it with EasyClick across no-root Android, iOS no-jailbreak, HarmonyOS, and cluster/cloud control, and gives a migration checklist.

8 min read
TikTokPhone Cluster Control

How to Do TikTok Cluster Control? Multi-Account Matrix Operation & Android Real-Device Setup

A practical guide to TikTok cross-border multi-account matrix operations: why you need a matrix (spreading risk, multiple stores/markets), a three-route comparison of fingerprint browsers / cloud phones / Android real-device cluster control (environment authenticity, cost, scalability), and how to set up real-device cluster control — LAN central control screen-mirroring (about 100 devices per host) and cloud control (about 500 devices per host, with task dispatch and data collection). Includes adapted real-world cases (a 500-account matrix team), batch task examples, and compliance red lines (platform rules, environment isolation, human-like behavior).

19 min read