Coding technology is no longer defined by a single path to automation. Today, organizations can combine rules engines, AI copilots, autonomous coding, intelligent agents, and emerging computer-use technologies to solve different parts of the coding workflow. This session will explore how to match the right technology to the right problem - improving productivity, accuracy, and throughput without forcing every workflow into the same solution. The focus will be practical: how to design a modern coding technology stack that works with real-world complexity, existing systems, and human expertise.