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Why a software factory matters more as AI models keep getting smarter

By Greg Isenberg

As intelligence in AI models continues to increase — with releases like GPT-6 and Astra on the horizon — having a good software factory lets you systemize and use those models in a very efficient way. Without a factory structure, you're just typing back and forth and hoping for the best. A software factory gives you a repeatable system that scales with model capability, so each new, more powerful model makes your entire workflow better rather than just incrementally improving one-off prompts.

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