AI Parallelism: The New Forcing Function for Clean Architecture
AI Parallelism: The New Forcing Function for Clean Architecture For decades, clean architecture has been a hard sell. Not because developers don’t understand its value—they do. The problem is incentive structure. Good architecture is a deferred investment. You pay the cost now (more files, more interfaces, more ceremony) for benefits that materialize later: maintainability, testability, onboarding speed. But “later” is abstract. The immediate reward for stuffing logic into one class was real—less context switching, faster to write, everything in view. ...