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Claude Code(or any other coding AI) Skills for Android: Automate the Boilerplate You Write Every Day. What Skills Are in Claude Code Once you've used Claude Code for a while you'll notice you repeat the same... #claudecode #aicoding #androiddevelopers
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Building Android Apps With AI: The typical Android app workflow involves ideation, architecture planning, coding, testing, code review, documentation, and release. Each stage is time-consuming and repe... #ai #android_developers #claude_code
Coding Agents can improve your code base quality if you loop them in for code review. Reviewers catch real bugs, but they also spend energy on things that could be automated: spotting forgotten null checks, flagging coroutine scope misuse... #codereview #ai #android
Claude Code Hooks: Automating Your Android Development Workflow Claude Code hooks let you run your own shell commands automatically at specific points in Claude Code's lifecycle — for example, after it edits a file or finishes a... #claude #aicoding #hooks #androiddev
Sealed Interface vs Sealed Class: When the Distinction Matters Understanding the Boundary Between Sealed Interfaces and Sealed Classes If you're building a well-typed Kotlin codebase, you'll encounter moments where you need to restrict which types can inherit from a base type. #Kotlin #AndroidDev
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Automate your Android crash triage with Firebase MCP and Claude 4.8! 🚀 Turn hours of debugging into a rapid AI analysis pipeline. #AndroidDev #CI #AI
Battery-Efficient Canvas Rendering: Lessons From a Live Wallpaper
Building a live wallpaper is one of the best ways to learn Android’s rendering pipeline — and one of its harshest teachers of battery discipline. When your app draws on the home screen all day, every wasted frame eventually shows up in someone’s battery stats. Over the years building Seasons Live Wallpaper, I’ve learned that efficient canvas rendering isn’t about drawing less detail — it’s about…
AI Superpowers: Spec-Driven Development, Compound Engineering, and How They Change the Way You Build
The Problem With How Most Developers Use AI Today Moving from loose prompt-engineered code to disciplined, structured workflows with AI engineering partners. You open Claude Code or Cursor, describe what you want, and the agent immediately starts generating code. Sounds great, right? Except ten minutes later, you’re staring at a ViewModel that ignores your DI setup, tests that weren’t written,…
Credential Manager and Passkeys on Android: Passwords Are Dead, Here's What's Next
What Is Android Credential Manager? Android Credential Manager is the new unified authentication framework that replaces the aging SmartLock and Autofill APIs. If you’ve been relying on those legacy systems, now’s the time to migrate. Credential Manager gives your users a modern, secure way to authenticate — and it’s simpler for you to implement than you might think. Here’s the core idea: instead…
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Using MediaPipe LLM Inference API in an Android App
What Is MediaPipe LLM Inference? If you’re building an Android app that needs to run large language models (LLMs) on-device, MediaPipe LLM Inference API is one of the most accessible ways to get there. It handles model loading, quantisation, and hardware acceleration so you can focus on the experience — no cloud dependency, no server bills, no data leaving the device. You might wonder how this…
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Predictive Back Gesture on Android: Migrate Your App Before It Breaks
What Is the Predictive Back Gesture? Android 13 introduced the predictive back gesture — a system-wide feature that lets users preview their navigation destination by long-pressing the back button before fully committing to the action. It’s a powerful UX improvement that gives users confidence in their navigation choices, but it requires your app to handle the back gesture differently than ever…
AI-Powered Crash Triage: Feeding Stack Traces to LLMs for Faster Fixes
The Stack Trace Triage Problem Every app that ships crashes. Users hit unexpected states, device configurations trigger edge cases, third-party libraries fail in mysterious ways. When a crash report lands in Firebase Crashlytics, you’re looking at a stack trace, maybe some breadcrumbs or custom logs, and you need to decide: Is this a high-priority bug? Can I reproduce it? How do I even start…
Baseline Profiles and Macrobenchmark: Measure and Ship a Faster Android App
Why Your App Feels Slow on First Launch You’ve optimized your layouts, trimmed your dependency graph, and profiled your Compose recompositions. Yet users still report that your app feels sluggish the first time they open it after install or update. The culprit is usually JIT compilation — the Android Runtime compiles your app’s bytecode to native code on the fly, and those first few seconds pay…
Compose Multiplatform in 2026: Sharing UI Between Android and iOS
From Shared Logic to Shared UI If you’ve been following the Kotlin Multiplatform story, you’ve probably already shared networking with Ktor in a KMP shared module and persistence with SQLDelight across platforms. The next logical question is: can you share the UI too? With Compose Multiplatform, the answer in 2026 is a confident yes. JetBrains’ Compose Multiplatform builds on top of Jetpack…
Structured AI Development for Android: A Complete Workflow from Design to Play Store
Why Unstructured AI Coding Fails for Android Projects You open your AI coding agent, type “add a settings screen with dark mode toggle,” and the agent immediately starts writing code. Three minutes later, it’s generated a SettingsActivity with XML layouts — except your app uses single-activity Compose navigation. It didn’t check your architecture. It didn’t ask about your theming approach. It…
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Running Gemini Nano On-Device: Your First Android AI Feature Without a Server
Why On-Device AI Matters for Android Developers Every AI feature you ship today probably depends on a network call. The user types something, your app hits an API, waits for a response, and displays the result. It works, but it comes with latency, server costs, and the uncomfortable fact that your app is useless without a connection. Gemini Nano changes that equation entirely. Gemini Nano is…
Android Code Review Workflow With Claude Code: Catch Bugs Before Your Teammates Do
The Gap That Claude Code Fills in Code Review Code review is one of the most valuable things a team does — and one of the most time-consuming. Reviewers catch real bugs, but they also spend energy on things that could be automated: spotting forgotten null checks, flagging coroutine scope misuse, noticing that a ViewModel leaks a reference to Context. Claude Code can handle that category of…