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Articles/Dev Tools
⬡ Dev Tools/2026-05-05Advanced

Rork App Quality Metrics 2026— Crashlytics, Instruments, and Android Vitals for Production

A complete guide to quality metrics for Rork-generated apps in production. Covers Firebase Crashlytics, Xcode Instruments, and Android Vitals for crash rate monitoring, startup time measurement, and ANR prevention — plus CI quality gates using GitHub Actions and EAS Build.

qualitycrashlyticsinstrumentsandroid-vitalsci-cd

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A few weeks after shipping my first Rork app, I opened App Store Connect and saw a warning: "Crash rate is 2.8%." I had no idea what to do with that.

Rork generates excellent code, but production quality management — tracking crash rates, measuring startup time, detecting ANRs — is something you as the developer need to design. This guide covers the full quality metrics picture for keeping Rork apps healthy in production.

Understanding What the Platforms Actually Measure

Before diving into tools, it helps to know what App Store and Google Play are measuring — because these metrics directly affect ranking.

App Store quality signals:

Crash rate is the most important: the percentage of sessions that ended in a crash. Target under 0.5%. Once you cross 1%, "keeps crashing" comments appear in reviews. Above 2%, you'll see measurable ranking impact.

Hang rate matters too: the percentage of sessions where the main thread was blocked for 250ms or more. Users experience this as "the app froze." Apple tracks this separately from crashes.

Google Play Android Vitals:

ANR rate: the percentage of daily active users who experienced an Application Not Responding event. Google's "good" threshold is under 0.47%.

Crash rate: the percentage of daily active users who experienced a crash. Good threshold: under 1.09%.

Exceed these thresholds and you'll see warnings in the Play Console and ranking penalties. Ignore them long enough and your app gets badged as "has technical issues" in search results — which is difficult to recover from.

Firebase Crashlytics: Setup and Effective Usage

Firebase Crashlytics gives you unified iOS/Android crash tracking, which makes it ideal for Rork apps targeting both platforms. The standard expo-firebase-crashlytics installation gets you basic coverage, but there are several additions that make crash reports actionable.

// lib/crashReporting.ts
import crashlytics from '@react-native-firebase/crashlytics';
 
interface ErrorContext {
  userId?: string;
  screen?: string;
  action?: string;
  metadata?: Record<string, string | number | boolean>;
}
 
class CrashReporter {
  private static instance: CrashReporter;
 
  static getInstance(): CrashReporter {
    if (!this.instance) this.instance = new CrashReporter();
    return this.instance;
  }
 
  async setUser(userId: string): Promise<void> {
    await crashlytics().setUserId(userId);
  }
 
  async recordError(error: Error, context?: ErrorContext): Promise<void> {
    if (context?.screen) {
      await crashlytics().setAttribute('screen', context.screen);
    }
    if (context?.action) {
      await crashlytics().setAttribute('action', context.action);
    }
    if (context?.metadata) {
      for (const [key, value] of Object.entries(context.metadata)) {
        await crashlytics().setAttribute(key, String(value));
      }
    }
    crashlytics().recordError(error);
  }
 
  async log(message: string): Promise<void> {
    crashlytics().log(message);
  }
}
 
export const crashReporter = CrashReporter.getInstance();

The critical addition is context on every error. Without "what screen" and "what action," a crash report is nearly useless — you can see that something broke, but you can't reproduce it.

Track navigation state continuously so Crashlytics always knows the active screen:

// app/_layout.tsx
const navigationRef = useNavigationContainerRef();
 
useEffect(() => {
  const unsubscribe = navigationRef.addListener('state', () => {
    const currentRoute = navigationRef.getCurrentRoute();
    if (currentRoute?.name) {
      crashlytics().setAttribute('current_screen', currentRoute.name);
      crashReporter.log(`Screen: ${currentRoute.name}`);
    }
  });
  return unsubscribe;
}, []);
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WHAT YOU'LL LEARN
✦The complete picture of quality metrics that affect App Store and Google Play ranking algorithms, with priorities
✦Crash detection, reproduction, and fix cycles using Firebase Crashlytics and Xcode Instruments
✦Building a CI pipeline with GitHub Actions + EAS Build that auto-monitors crash-free rate and ANR
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