Introduction
The Netflix Playback team is facing a critical decision: should we prioritize adding more playback features or focus on improving playback stability? This trade-off involves balancing user experience enhancements with core functionality reliability. I'll analyze this scenario using a structured approach, considering user needs, technical constraints, and business objectives.
Analysis Approach
I'll start by asking clarifying questions, then identify the trade-off type, analyze the product, and develop a hypothesis. From there, I'll define key metrics, design an experiment, plan data analysis, create a decision framework, and provide a final recommendation with next steps.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps frame the urgency and existing context. Expected answer: Ongoing discussion due to recent user feedback. Impact: If hypothetical, we'd approach it more broadly; if ongoing, we'd focus on immediate action items.
Why it matters: Connects the decision to high-level business objectives. Expected answer: Stability is a key factor in reducing churn. Impact: If highly correlated with churn, we'd likely prioritize stability.
Why it matters: Helps prioritize efforts based on user needs and behaviors. Expected answer: Mobile users experience more stability issues. Impact: Would influence our experiment design and feature prioritization.
Why it matters: Informs the feasibility and long-term implications of each choice. Expected answer: Some legacy code is causing stability issues. Impact: Might lead us to prioritize stability to address technical debt.
Why it matters: Determines if we can take a balanced approach or must choose one direction. Expected answer: Limited resources require focusing on one option. Impact: Would necessitate a more decisive trade-off rather than a hybrid approach.
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