CAP theorem in AI systems: the consistency-availability trade-off your LLM pipeline is already makingHow distributed systems theory maps onto the core tensions in AI engineering
Explore how CAP theorem principles from distributed systems map to LLM pipeline design, revealing the hidden trade-offs in consistency, availability, and reliability.