Notes on mobile intelligence, reliability and release health.
Practical thinking on how to see mobile customer journey problems sooner — written for the people accountable for mobile outcomes.
What Is Mobile Intelligence?
A working definition for a category that connects mobile signals into evidence-backed context.
Mobile ReliabilityWhy Mobile Problems Rarely Appear in One Dashboard
Most mobile issues surface as fragments across reviews, tests, analytics and support.
Mobile TestingHow to Monitor Revenue-Critical Mobile Journeys
A practical way to think about which journeys deserve continuous attention.
App Store Reviews Are More Than Customer Feedback
Reviews are an early, public signal of journey-level problems — if you read them that way.
Android vs iOS: Why Mobile Health Needs Platform-Level Visibility
Combined health scores can hide platform-specific problems. Here's why to split them.
Release Health Is More Than Crash Rate
A release can be "stable" by crash metrics and still introduce real customer friction.
The Hidden Cost of Manual Mobile Regression Testing
Manual regression cycles quietly consume engineering time release after release.
Why Checkout Should Be Treated as a Monitored Customer Journey
Checkout deserves the same continuous attention as any other production system.
Mobile Observability vs Mobile Intelligence
Observability tells you what happened technically. Intelligence connects it to customer impact.