
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.
Robin Alex Panicker9 min read
How Appxiom works and how to measure app quality. Read about Quality Score, Goal Friction Impact and Business Impact Analysis, and about using the Appxiom MCP Server and Agent Skills with AI coding agents.
10 articles, newest first.

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.
Robin Alex Panicker9 min read

Why 99.9% crash-free rates mask silent revenue loss in 2026. Discover how CTOs and Product Leaders use Appxiom to redefine mobile quality with Goal Friction Impact and Quality Score.
Andrea Sunny8 min read

A battle-tested operational guide for senior software engineers, tech leads, and systems developers: Spec-Driven Development, context hygiene, agentic TDD, bounded execution, and adversarial audits.
Robin Alex Panicker22 min read

Connect engineering health to business revenue, conversion rates, and executive trust using Appxiom's Quality Score and GFI framework.
Andrea Sunny14 min read

Discover how the Appxiom Quality Score (QS) evaluates release stability on a 0-10 scale, providing engineering teams with a unified release health benchmark.
Appxiom Team7 min read

Andrea Sunny12 min read

Compare Appxiom with Sentry, Firebase Crashlytics, and Bugsnag. Discover how Appxiom maps technical bugs directly to business impact, conversion drops, and user churn.
Andrea Sunny8 min read

App performance index Apdex misses product KPIs. Learn how a QS via Goal Friction Impact ties Apdex to conversion rate - beyond the New Relic Apdex score.
Andrea Sunny11 min read
Discover why function tracking is revolutionizing mobile app bug reporting. Learn how it goes beyond traditional crash logs to show you exactly what your app was doing, with real-time insights into function behavior, parameters, and timing.
Andrea Sunny4 min read

Learn why most mobile apps fail after release and how Appxiom's business-aware APM platform helps you monitor app health, reduce churn, boost revenue, and connect technical issues to business impact. Discover features like Goal Friction Impact, Business Impact Analysis, and Smart Prioritization for growth-focused teams.
Andrea Sunny5 min read
Appxiom traces silent failures, frozen frames and broken user journeys back to the code that caused them, and shows what each one costs. Bring that context into your AI coding agent with the Appxiom MCP Server and Agent Skills.