ARE EFFICIENCY AND HORIZONTAL SCALABILITY AT ODDS?

Summary from the TLDR Web Dev newsletter

Systems optimized for scalability often perform poorly on a single machine, and vice-versa, due to factors like coordination overhead and the loss of shared resources when distributing computation. Amdahl's Law and real-world examples, such as CPython's GIL, show this trade-off.