Codegen Is Not Productivity

2026-03-16

Lines of code are a poor measure of programming productivity because programming is primarily about understanding problems and managing complexity rather than producing large amounts of code. Although LLMs can accelerate writing code, they tend to encourage premature implementation, produce unnecessary code, and shift costs to maintenance, comprehension, and collaboration.