LLM на iPhone: от llama.cpp до Foundation Models
В 2025 году вместе с iOS 26 компания Apple представила разработчикам Apple Foundation Models. Теперь порог входа для on-device AI упал до нескольких с…
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Apple’s On-Device AI: The Quiet Revolution for Edge Computing and Local-First Apps
The story of AI for the last three years has been written in megawatts. Nvidia GPUs stacked in desert data centers . Models with trillion-parameter co…
Building an On-Device Training Strategy for Personalized iOS Apps
Machine learning on mobile devices is often associated with inference: download a model, run predictions, and return results. But what if the model co…
Your Codename One App, Now A Native Mac App
Codename One has run on the desktop for a long time through the JavaSE target, which is the same engine that powers the simulator. What it did not hav…
Shipping a puzzle where one shape doesn't quite fit: Off By One
Off By One started from a single premise: what if the whole game was just "find the one that's off"? A grid of geometric shapes, all nearly identical.…
Is Siri AI? How Apple's Voice Assistant Really Works
Apple finally gave Siri the kind of upgrade people have been asking for, on and off, for years. The new Siri AI is not just better speech recognition …
Xcode 27: The Future of Agent-Driven Development is Here
For the first time, Apple is bringing production-grade AI agents directly into the IDE. This isn't just code completion on steroids. Xcode 27 integrat…
On-Device AI in SwiftUI Apps
Running AI models directly on a user's device used to be impractical. Today, with Apple's frameworks and the Neural Engine in modern iPhones and iPads…
OpenAPI, ORM, SVG and Lottie
This is the third follow-up to Friday's release post . Saturday's was about how you iterate; yesterday's was about new platform APIs in the core; toda…
AI, OAuth, And Other Platform APIs In The Core
This is the second follow-up to Friday's release post . It covers the platform APIs that moved into the framework core this release. There are two hea…
On-Device Debugging And JUnit 5
This is the first follow-up to Friday's release post and it covers the two changes from this release that affect how you iterate on a Codename One app…
Expo SDK 54's precompiled XCFrameworks cut our iOS build from 14 min to 4
Our fitness kit's iOS build used to take 14 minutes on CI. After upgrading to Expo SDK 54, it takes 4. That's not a CI optimisation. We didn't add par…
Indie Hacking the App Store: Navigating Apple's Guidelines for Niche Catholic AI Applications
Indie Hacking the App Store: Navigating Apple's Guidelines for Niche Catholic AI Applications The era of building generic software-as-a-service (SaaS)…
Building an unofficial Dumpert client for Apple TV with Swift 6 and SwiftUI
Dumpert is a Dutch video site I've watched for years, but there's never been an Apple TV app, so I built one. DumpertTV is an unofficial, open-source …
Keep Spaghetti in the Kitchen, Not in Your Swift Code: Mastering SOLID 🍝
Hey iOS Devs! 👋 Don't get me wrong, I love a good plate of Spaghetti Carbonara. But when it comes to iOS development, spaghetti belongs in the kitchen…
[iOS] Why Passthrough MP4 Export Failed for iPhone Videos
A user picks a video from Photos. The app turns that video into a file the server can accept. Then it uploads the file. On the surface, this sounds li…
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Privacy-First Personal Finance for iOS Your finances. On your phone. Nowhere else. A privacy-first personal finance app that connects your banks, brok…
Real-time object detection on iPhone with YOLO26
What is YOLO26 The latest object detection model, released by Ultralytics in January 2026. Compared to the previous-generation YOLO11, CPU inference i…
Why standard speed tests aren't enough (and why I open-sourced my own iOS network auditor)
If you've ever dealt with real time pipelines, you know the frustration: severe jitter or micro disconnections completely ruin the experience, but sta…
Building a Native QR/Barcode Scanner for React Native — New Architecture Ready
Most QR scanner libraries for React Native share the same problems — they're unmaintained, they don't support the New Architecture, or they pull in a …
# Giving an LLM Eyes and Hands on a Mobile Simulator
The interface a human uses When a person does QA in tapflow, the loop is: Look at the simulator screen Decide what to do (tap, swipe, type) Do it Look…
tapflow v0.3.x: Deeplinks, Keyboard Shortcuts, Screenshot API, and an Experimental MCP Server
Deeplink execution from the browser The one that came up most in real usage: testers frequently need to trigger deeplinks to verify specific app state…
I found the r/openclaw thread with 27 upvotes where someone gave an agent a real iPhone and now I can’t stop thinking about it
A few days ago I found this r/openclaw post: “I gave my agent my actual iphone..” It had 27 upvotes and 16 comments. That low number is exactly why I …
Why HEIC to JPG Is Still a Massive Problem for iPhone Users?
Why HEIC to JPG Is Still a Massive Problem for iPhone Users If you’ve ever taken photos on an iPhone and tried to upload them somewhere, you’ve probab…
Japanese App Store Screenshots: Why Direct Translation From English Doesn't Work
Japanese App Store Screenshots: Why Direct Translation From English Doesn't Work Localizing your app for Japan? If you just ran your English screensho…
Embedding sing-box in an iOS messenger to bypass Russian DPI (no VPN)
Embedding sing-box in an iOS messenger to bypass Russian DPI (no VPN) Our HTTPS API was timing out and our WebSocket refused to upgrade for a growing …
Skills, Java 17, And Theme Accents
Last week was about Metal and the Skin Designer. This week the headline items are about what a brand new project looks like when you generate it: the …
We built a weather app that stops pretending everyone feels the same temperature
Most weather apps answer the wrong question. They tell you it's 12°C outside. That's accurate. But whether 12°C means you need a coat depends entirely…
Building Calendar ToDo: Turning Calendar Events into a Done List with SwiftUI and EventKit
Sometimes I want to look back at my calendar and know not only what I planned, but what I actually did. For example: Did I finish my study session? Di…
Building a Clinical Speech-Therapy App With a Real SLP: 4 Lessons From PhoenixSteps
Originally published on the AstroLexis blog . Cross-posted here for the community. My son's speech-language pathologist became my co-founder. PhoenixS…