iPhone Use enables natural-language control of a real iPhone via USB by exposing 17 tools through a local MCP service to Codex, with fallback screenshot-based tapping when element location fails, optimistic execution to reduce model round-trips, and compact observation outputs.
Google has released stable AndroidX Security State libraries enabling apps to programmatically query device security patch levels across three dimensions—current, published, and available—while also supporting supplemental CVE reporting and OTA update availability checks, complementing Play Integrity for high-security applications.
OlliteRT lets you run large language models on Android phones with 6GB+ RAM, exposing an OpenAI-compatible API for network clients, supporting model management, multimodal inference, and Home Assistant integration, though limited to .litertlm format and single-model loading.
DiPlay is an open-source Android APK that enables CarPlay on BYD DiLink infotainment systems by implementing the CarPlay protocol via xcertplay and reusing a Carlinkit accessory identity, offering HUD navigation, battery data, and video playback without hardware dongles, though it carries risks of iOS updates breaking compatibility.
Dewu's engineering team details their end-to-end pipeline for turning single photos into interactive 3D spatial images using 3D Gaussian Splatting, covering model generation, perceptual quality evaluation, 81.5% model compression, and mobile GPU optimizations that achieve stable 60FPS rendering on iOS and Android.
Mobile MCP is an open-source MCP server that lets AI agents automate iOS and Android devices by reading native accessibility trees instead of relying on vision models, providing 32 unified tools for testing, data extraction, and debugging across simulators, emulators, and real devices.
Huawei details its dual-engine AI coding strategy for HarmonyOS — DevEco Code with a three-loop Harness (syntax, compile, UI intent) and DevEco CLI with atomic commands, a 20M-token knowledge base, 70+ Skills, and a four-level Skill router — plus a four-layer verification stack achieving 80%+ crash-fix rates.
This article presents a complete HarmonyOS solution for eliminating white blocks during fast scrolling in image-heavy lists by combining dynamic prefetching via the prefetcher library with ImageKnife image caching, demonstrating two implementations using LazyForEach and Repeat components with performance benchmarks showing under 5% white block rate and minimal memory overhead.
OlliteRT is an open-source Android app that runs large language models locally via Google's LiteRT runtime, exposing an OpenAI-compatible API over LAN for lightweight always-on tasks like RSS summarization and smart home automation, with monitoring, logging, and security features.
HarmonyOS 7 introduces window-breakpoint UI adaptation for triple-fold and wide-form devices, on-device Core Vision Kit APIs for 4× image super-resolution, text-to-image search, and face comparison, a lightweight ArkGraphics 3D engine, and DevEco CLI/Code agentic tooling that turns natural language into runnable apps with free GLM-5.1 on Ascend NPU.
This article demonstrates how TypePHP enables native iOS app development entirely in PHP by compiling PHP to arm64 machine code and using a thin Objective-C++ bridge to UIKit, covering architecture, code structure, compilation, signing, deployment, and customization with concrete examples and commands.
Tencent's Kuikly framework uses Kotlin Multiplatform to let developers write foldable-screen adaptation logic once and reuse it across Android, iOS, and HarmonyOS, handling routing, animations, gestures, and safe-area insets through unified models.
Tencent's Kuikly framework uses Kotlin Multiplatform to unify foldable screen adaptation across Android, iOS, and HarmonyOS, handling routing, animations, gestures, and safe areas with a single shared codebase while preserving native platform experiences.
The author built DSH Mobile, a Kotlin Multiplatform app using Tencent's Kuikly framework, connecting to DeepSeek Harness via its Host protocol (HTTP RPC + dual WebSockets) with SSH/QR-code relay, native bridging, and robust reconnection logic, enabling on-the-go interaction with long-running AI agent tasks.
This article introduces the compact utility from the arktoolbox library for HarmonyOS, which removes falsy values (null, undefined, 0, false, empty string, NaN) from arrays, explains its implementation, compares it with filter(Boolean), highlights edge cases like 0 being valid data, and demonstrates practical usage in forms, API aggregation, and caching.
The article presents a methodology for mobile AI full-stack development using Codex, emphasizing contract management over code generation. It details parsing Relay prototypes into visual, interaction, data, business, and engineering contracts, a seven-step process with backend closing complex decisions, frontend executing design, AI generating within constraints, and dual visual-and-pipeline acceptance.
The article presents a reusable method for mobile AI full-stack development using Codex, emphasizing contract management over code generation. It distinguishes mobile C-end from PC admin pages, defines five contracts (visual, interaction, data, business, engineering), outlines a 7-step process from Relay prototype parsing to dual acceptance, and shows how backend engineers can own mobile delivery without compromising UX.
This tutorial walks individual developers through the entire process of applying for and integrating WeChat Virtual Payment into a mini-program, covering eligibility checks, application steps, key configuration parameters, product creation, frontend and backend integration flows, iOS IAP considerations, a pre-deployment checklist, and two common pitfalls to avoid.
Tencent Music open-sources Jugg, an Android incremental build tool that achieves sub-3-second iteration by bypassing Gradle's fixed overhead via a sidecar compilation pipeline, using custom AAPT2 incremental linking, bytecode-level impact propagation, and JVMTI-based hot reload with hot-fix fallback, validated across 800k production builds.
This guide explains why video recordings that upload correctly on a real device can fail after TestFlight or cloud packaging, detailing the mismatched file‑system paths between plus.io, iOS Documents/Library, and Android Movies directories, and provides step‑by‑step fixes to ensure reliable uploads to Alibaba Cloud VOD.
