AI translation can destroy mobile resource files if not properly constrained. This guide shows how to safely translate Android strings.xml, iOS .strings, and React Native JSON files with validation scripts and CI/CD integration.
Raw LLMs like ChatGPT consistently break mobile resource files through placeholder corruption, plural form errors, and structural XML damage. Here's why this happens and what breaks first.
Managing translations across iOS, Android, and React Native means juggling three different resource formats while keeping content in sync. This guide shows how to establish a single source of truth and automate synchronization without losing platform-specific flexibility.
Automated string extraction prevents the technical debt and velocity issues that plague manual localization workflows. Here's how to set up CI/CD pipelines that handle string detection, extraction, and translation management system sync without breaking your development flow.
Poor string management can turn localization from a smooth workflow into a translation nightmare. These seven anti-patterns create bottlenecks that slow down velocity and frustrate both developers and translators.
Each mobile platform handles localization differently, creating subtle bugs that only surface in production. This guide breaks down the key differences in pluralization, RTL support, and locale handling across React Native, iOS, and Android.
Mobile teams often adopt localization patterns that work fine with 2-3 languages but create significant technical debt at scale. This analysis covers string management architectures, translation workflows, and testing patterns that either scale gracefully or become maintenance nightmares.
Five strategic localization decisions will determine whether your mobile app scales gracefully or breaks under the weight of global expansion. Each choice has lasting technical and operational consequences that compound over time.
Localization issues that appear in CI are rarely random. They’re the result of missing plural categories, placeholder mismatches, and structural drift that local development never exercises. This guide explains why localization works locally but fails in CI, the most common failure modes teams encounter, and how continuous localization turns CI from a source of surprises into a predictable safety net.
Placeholders like %d, %@, and {count} are a common source of localization bugs that often slip through reviews and only fail at runtime. This guide explains why placeholders break during translation, the most common failure modes across Android, iOS, and React Native, and why these issues tend to appear late in development. It also covers how teams make placeholders safe by treating them as structured configuration and validating them continuously as part of modern localization workflows.
