Introduction
Grafana's alerting feature experiencing a 30% drop in active users over the past month is a significant concern that requires immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the product.
I'll approach this issue by first clarifying key details, ruling out external factors, and then diving deep into product understanding, metric breakdown, and data analysis. From there, I'll form hypotheses, conduct root cause analysis, and propose validation methods and solutions.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Recent changes often correlate with usage shifts. Expected answer: Yes, there was a UI redesign. Impact on approach: If yes, I'd focus on user experience and adoption issues.
Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: Enterprise users are more affected. Impact on approach: If segmented, I'd tailor solutions to the most affected groups.
Why it matters: Technical issues can significantly impact usage. Expected answer: No major infrastructure changes. Impact on approach: If yes, I'd prioritize technical root causes.
Why it matters: External factors could be drawing users away. Expected answer: No significant competitor moves. Impact on approach: If yes, I'd include competitive analysis in our strategy.
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