
Your AI Coding Agent Can Write the Fix, But It Can't See Production
Coding agents write fixes fast but have no view of production. Learn how MCP and skills give agents the journey, stack trace and impact data they need.

Coding agents write fixes fast but have no view of production. Learn how MCP and skills give agents the journey, stack trace and impact data they need.
Fix 700 ms+ frozen frames in Jetpack Compose with AndroidX JankStats and PerformanceMetricsState, and protect your Android Vitals.

Why a 99.9% crash-free rate hides silent revenue loss, and how teams redefine app quality with Goal Friction Impact and Quality Score.

Why Flutter deep links break in release builds: assetlinks.json signing mismatches, Apple AASA errors and flutter_deeplinking_enabled conflicts.

A field guide for engineers using AI coding agents: spec-driven development, context hygiene, agentic TDD, bounded execution and adversarial audits.

Connect engineering health to business revenue, conversion rates, and executive trust using Appxiom's Quality Score and GFI framework.

From silent app hangs and Watchdog kills to verified Swift 6 fixes in 15 minutes: how the Appxiom MCP server feeds iOS telemetry to AI agents.

Production memory diagnostics for iOS and Android: track leaks, prevent Jetsam and LMK out-of-memory kills, and find runaway heaps.

Stop losing users to invisible bugs. Learn why crash-free rates mask silent failures, ANRs, and iOS app hangs—and how to diagnose and fix main-thread freezes.

End 'cannot reproduce' tickets: Appxiom Activity Trail retraces taps, lifecycle changes and network state before a crash or regression.

Discover how the Appxiom Quality Score (QS) evaluates release stability on a 0-10 scale, providing engineering teams with a unified release health benchmark.

Flutter WebAssembly WASM guide: tune web performance, understand WasmGC, pick renderers, use deferred loading, set COOP/COEP, and ship with JS fallbacks.

Learn how to write custom Swift macros with SwiftSyntax: set up a Swift macro compiler plugin, cover freestanding vs attached, test expansions, debug in Xcode.

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