Constrain, Adapt, Evaluate: Rethinking Coding Assessments for the AI Era

AI-native coding assessments should not ban AI or allow unlimited delegation. SignalLoop explores a third model: constrain collaboration, adapt assessments at the role level, and evaluate the engineering process through evidence.