Your codebase has a new primary reader. And it’s paying 7.5x more.

series: Grounded Code First of five articles in the **Grounded Code* series. Architecture principles for codebases primarily extended by agents.* Same task. Same agent (Claude). Same final output, with Verification: ✅ on both runs. The difference is in the middle column. Metric agent-opt clean-dd