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AI is changing coding from execution to orchestration.

Autonomous coding agents are already capable of working for hours at a time, and that window keeps expanding.

While the industry focuses on generation speed, quality matters more than ever.

I’m exploring how to leverage the strengths of AI while still understanding, shaping, and owning the systems we build.