Evolving Software Architecture: From Monoliths to Microservices

This chapter explores the transition from monolithic software architectures to microservices, using a box analogy to illustrate the challenges of scaling as user demands increase. It discusses the complexities introduced by networking and proxies, particularly in Kubernetes, and emphasizes the need for efficient management of AI workloads in the evolving landscape of API infrastructure. Additionally, it highlights the contrasts between traditional application frameworks and modern solutions, addressing scalability concerns and the challenges of adapting infrastructures for generative AI applications.