AI Coding Tools: From Minimal to Accountable Code

A developer compares two AI coding tools: Ponytail, which reduces code output by ~54%, and Guardsman, which enforces accountability. After a race condition from minimal code caused a customer double-charge, the author switched to Guardsman for its verification features. The article highlights the trade-off between code reduction and safety in AI-assisted development.