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Black Friday traffic spikes: why so many platforms still fail
What breaks an ecommerce platform on Black Friday and how to prepare with capacity, controlled degradation, and real observability.
DevOpsSRE
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Scalable model training and evaluation: rigor before compute
How to standardize model training and evaluation to scale ML with comparable metrics, visible cost, and reproducible results.
MLScalability
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Ecommerce scalability on Kubernetes: absorb spikes without overspending
How to scale an ecommerce platform on Kubernetes and AWS to handle demand spikes without inflating baseline cost or operational risk.
InfrastructureScalability