Capacity planning report
Project future resource needs from growth forecasts and load-test baselines, with current headroom, scaling plans and costs, so you get ahead of bottlenecks.
Prompt
Write a capacity planning report for a live-streaming online learning platform covering the next 12 months. Purpose: provision ahead of growth and peak events so the system stays stable, and show leadership what it will cost. Requirements: open with a summary of conclusions, forecast users and request volume under base, high and low scenarios, report current utilization for app servers, databases, caches, storage and bandwidth, build a capacity model from load-test baselines, project resource needs over time with stated headroom, give a scaling plan and timing for each bottleneck, estimate costs, and set utilization thresholds that trigger early scaling. Cite sources for data and mark gaps as "TBD".
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