Platforms that need to handle unpredictable traffic without unpredictable cost.
Retail systems live and die by traffic spikes — a sale event or a viral moment can multiply load by 10x with no warning. The architecture work here focuses on systems that scale predictably, and cost models that don't spiral when they do.
A multi-warehouse retailer was running inventory management across a mix of on-premises servers and ad-hoc spreadsheets, causing stock discrepancies during peak season.
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