The Oracle Problem That Lights-Off Software Factories Can't Solve
HumanLayer's essay "Why Software Factories Fail" makes a focused argument: the ceiling on autonomous coding isn't harness engineering but the absence of a fast oracle for architectural quality. RL can't reward maintainability because tests take seconds and design debt takes months. The fix isn't more scaffolding — it's restructuring where humans stay in the loop.
Read more →