AI coding tools: the software managing models matters more than the models themselves

The most significant recent advances in AI-assisted software development are happening in the tooling that manages large language models, not in the models themselves. The author spoke with Anthropic's Claude Code head of product, Cat Wu, about their approach to building context-rich coding harnesses. The central argument is that providing models with rich, relevant context is now the decisive factor in AI coding performance.