Portfolio App Upgrade Log: Queues, ECS, Pooling, and Evidence-Grounded AI
How I upgraded the portfolio apps from isolated demos into reviewable production-style systems with clearer runtime boundaries, system design docs, and live evidence paths.
- Problem under hard constraints
- Architecture data flow
- Breaking point and bottleneck fix