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Running Apple Privacy Manifest as an Indie Developer — Catching Dependency Drift with Claude Code
Apple Privacy Manifest (PrivacyInfo.xcprivacy) is a quietly painful area for indie iOS developers. Drawing on twelve years of running iOS apps with over 50 million combined downloads, this article walks through how I use Claude Code to detect drift, respond to rejections, and bake the whole flow into CI.
Why Your `cd` and `export` Vanish Between Claude Code Bash Calls
Claude Code's Bash tool runs each call in a fresh shell, so cd and export never persist. Here's the symptom, the cause, and five practical patterns I use across my Dolice Labs pipelines.
Adding Three AdMob Mediation Partners With Claude — What I Learned Updating 4 iOS Apps at Once
A hands-on account of adding Unity Ads, Liftoff, and InMobi to 4 iOS apps simultaneously. Covers W-8BEN tax form submission, ATT prompt ordering, and AppLovin MAX waterfall setup — all with Claude as my documentation navigator.
Automated Play Store Staged Rollout Monitoring with Claude Code — Lessons from 50+ Crashes in v2.0.0
A hands-on record of building a Claude Code-powered monitoring system for Android staged rollouts (5%→100%). Covers crash-free rate thresholds, Wilson confidence intervals, and automatic Go/No-Go decisions — based on real experience shipping Beautiful HD Wallpapers.
Claude SDK Tool Calls Failing with InputValidationError: How to Handle Deferred Tools
When Claude Code SDK or Cowork tools throw InputValidationError, the root cause is usually deferred tool schemas. This guide explains why it happens and how to fix it with ToolSearch.
Six Months Until CocoaPods Shutdown — Migrating Beautiful HD Wallpapers to Firebase SPM with Claude Code
Firebase Apple SDK is dropping CocoaPods in October 2026. Here's how I migrated Beautiful HD Wallpapers — one of four iOS apps I run as an indie developer — to Swift Package Manager, and where Claude Code made the difference.
How I Fixed Android RecyclerView Crashes in 28 Days Using Claude Code
After releasing v2.0.0 of Beautiful HD Wallpapers, RecyclerView IndexOutOfBoundsExceptions hit 50+ users over 28 days. Here's how a conversation with Claude Code uncovered the root cause — a defensive copy pattern.
Debugging Claude API Tool Use Schema Errors: 3 Patterns I've Hit and How to Fix Them
A practical guide to diagnosing Claude API Tool Use errors—from schema definition mistakes to invalid_tool_use blocks and Claude ignoring your tools entirely. Based on real implementation experience.
How I Handle 30+ App Store Reviews Monthly Using Claude — A Solo Developer's Workflow
Managing Beautiful HD Wallpapers and other apps with 50 million total downloads means dealing with reviews in 8 languages. Here's the Claude-powered workflow I built to handle 30–40 replies per session without triggering App Store throttling.
Automating Multilingual App Review Replies with Claude API — Living with the App Store's Undocumented Limits
An indie developer running a portfolio of wallpaper and healing apps shares the full implementation of Claude API-powered multilingual review reply automation — including App Store's undocumented 8-second rule, session limits, and the three traps that can get you banned.
Eliminating SwiftUI Animation Guesswork with Claude Code — Prompt Patterns from a 50M Download Wallpaper App
How to use Claude Code for SwiftUI animation work — practical prompt patterns and Before/After code examples from the development of Beautiful HD Wallpapers, a 50M+ download app.
git clone Fails in Cowork Scheduled Tasks — Diagnosing /tmp Permission Errors and Disk Space Issues
When git clone fails with Permission denied or No space left on device inside a Cowork VM, the cause is usually subdirectory ownership under /tmp. Here is how to detect it correctly, plus two real bugs hiding in the usual workaround code.