Agents have made code abundant, but confidence is scarce, specifically confidence that the code is correct, secure, and ready to ship. Developers tell us that 5% of organizations run AI software factories today and 34% expect to within a year. As factories take on more of the work, the quality of what they ship will depend less on which model writes the code and more on how well each factory checks it.

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