Beyond grep: The case for a context-rich AI encoding harness



There is a lot of AI coding software out there, and as impressive as large language models and the agents they enable have been, many of the most recent developments in AI-powered development have been in the software that drives those models, not just the models themselves.

At the beginning of this summer, I spoke with Cat Wu of Anthropic, head of product for Claude Code, on that company’s approach to software development.

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