Beyond grep: The Case for a Context-Rich AI Coding Harness

Many AI coding applications are available, but recent progress has centered on the software that manages AI models rather than the models themselves. Earlier this summer, Ars Technica spoke with Cat Wu, head of product for Claude Code, about Anthropic's approach to building that management software. The conversation underscores the need for context-rich coding tools that go beyond simple search functions like grep.