Beyond Documentation: Building a Data-Driven Test Lab for ElastiCache

Docs Confidence is that warm, fuzzy feeling you get after reading AWS whitepapers - right before your cache hits 99% memory, your p99 latency grows a tail, and your assumptions start to melt. It's not incompetence, it's the gap between documented behavior and observed behavior under your specific workload.

I built this repeatable ElastiCache benchmarking platform to close that gap with receipts: timestamped telemetry and exportable artifacts that stand up in a design review. This lab isn't just about Redis (or Valkey) as software, it's about the architectural decisions that land in production: which engine, which instance class, and which topology delivers the best outcome for the budget.