Interview tip: when given a system design problem, always start with 'what are the access patterns?' Read-heavy? Write-heavy? Bursty? Uniform? The access pattern determines caching strategy, database choice, replication model — everything. It's the highest-signal question you can ask. I write about this in Professional Imposter Syndrome → blog.ahmazin.dev