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Hanson Ho

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User-Focused Observability 101 For Android Devsdroidcon Berlin 20252025-09-24
User-focused observability uses context and relationships to explain production telemetry changes, not just surface metrics. Example: a 25% drop in checkout…
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Lightning Talk: Beyond Good Enough: Why We Want a Kotlin API and SDKOpen Observability Summit + OTel Community Day 20252025-06-26
Embrace wants an idiomatic Kotlin path because Java APIs are merely workable on Android and break for Kotlin Multiplatform and fragile mobile runtimes. A pure…
Lightning on
Transmissions From the Tweet Factory: How Observability Transformed Mobile Performance at TwitterObservability Day 20252025-04-01
Twitter builds on PerfTown logs then develops Production Client Tracing (PCT) optimized for mobile (spans, durable storage, minimal overhead) and integrates…
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“How’s the App Doing?” Bringing Mobile Into Your Reliability PictureSREcon25 Americas2025-03-25
Argues that server-side SLOs miss a huge slice of failures unless apps send user-centric telemetry and shows concrete gaps: requests stuck in client queues…
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OpenTelemetry for Mobile Apps: Challenges and Opportunities in Data Mob...OTel Community Day North America 20242024-06-25
Embrace describes rebuilding native Android and iOS SDKs to OpenTelemetry standards, confronting concrete issues: 72% of digital transactions happen on mobile…
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Combating sampling bias in production How to collect and interpret performance data to drive growthdroidcon San Francisco 20232023-06-08
Production perf metrics suffer three concrete sampling biases: overrepresentation of heavy users (data points ≠ users), underrepresentation of churned or…
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