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Product Management Root Cause Analysis Question: Investigating WhatsApp Web voice message playback failure for 30% of users
Image of author vinay

Vinay

Updated Dec 6, 2024

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Asked at Meta

15 mins

Why are WhatsApp Web voice messages not playing for 30% of users?

Problem Solving Technical Understanding Data Analysis Social Media Messaging VoIP
Root Cause Analysis WhatsApp Incident Response Audio Streaming Browser Compatibility

Introduction

WhatsApp Web voice messages not playing for 30% of users is a critical issue that directly impacts user experience and engagement. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term fixes and long-term solutions.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the scope, I'm thinking this might be a recent issue. Has this problem emerged suddenly or gradually over time?

Why it matters: Helps determine if it's related to a recent change or a growing underlying issue. Expected answer: Sudden onset within the last week. Impact on approach: Sudden onset would focus investigation on recent changes or deployments.

  • Considering user segments, I'm wondering if this affects specific browsers or devices. Are we seeing any patterns in affected users' configurations?

Why it matters: Identifies if it's a platform-specific issue or more widespread. Expected answer: Issue appears across multiple browsers and devices. Impact on approach: If widespread, focus on server-side or core functionality issues.

  • Thinking about system health, I'm curious about our backend performance. Have we noticed any unusual server loads or response times recently?

Why it matters: Could indicate if it's a capacity or infrastructure problem. Expected answer: No significant changes in server performance metrics. Impact on approach: If server performance is stable, investigate client-side or data processing issues.

  • Considering recent updates, I'm wondering if we've rolled out any changes to voice message handling. Have there been any deployments or feature updates in the past week?

Why it matters: Helps pinpoint if a recent change is the culprit. Expected answer: Minor update to audio processing library last week. Impact on approach: Focus investigation on the recent update and its potential side effects.

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