A practitioner's guide to getting more value out of AI coding: agent quality & token optimization

This article reframes the challenge of AI coding from merely reducing token spend to maximizing the value derived from those tokens. It advocates for a quality-first approach to token optimization, detailing mental models and concrete techniques to enhance AI agent accuracy and efficiency.