friction-first-coding

To verify architectural understanding before large code changes, trigger a structured interview process that checks developer knowledge against defined criteria, ensuring system patterns are fully articulated before scaling.

Friction-first coding in AI-centric software development is a method that introduces a structured interview process to verify architectural pattern comprehension, controlling code scaling to maintain codebase integrity and stability.

Control code scaling moments during major feature implementation by triggering an architectural interview that validates developer knowledge against established project patterns before permitting large modifications.

No, existing documentation is not strictly required beforehand because the approach facilitates creating and updating pattern briefs to establish the necessary architectural criteria during the verification process.

Use an architectural interview for code scaling control whenever a major feature implementation is planned, ensuring developers can articulate the system architecture to mitigate rapid scaling risks.

Rapid code scaling threatens codebase integrity because developers may implement large changes without fully understanding the system architecture, making structured pattern verification necessary to maintain stability.