Exploring AI agents and LLM systems, grounded in architecture, observability, and governance, to drive organizational efficiency.
Serverless platforms optimized for stateless, elastic compute. But memory-bound workloads need the opposite: warm RAM, fast local disk, and sticky routing. This isn't better serverless. It's a different abstraction entirely, one that treats memory as the product rather than an implementation detail.
Serverless removed servers from the developer's mental model, but it also removed state from first-class support. For data-intensive workloads, that tradeoff is increasingly costly. Stateful-by-design removes the fiction that state does not exist. That is the missing abstraction.