#cost reduction

Frontier AI Models Need Just One Edit: The Economics and Workflow Innovation of AI Coding

As companies shift from frontier models to in-house small models due to cost pressures, a workflow is emerging where AI self-improves and requires just a single edit. We examine how human review and documentation practices evolve in this trend.