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We have learned how to design a modernisation facory

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Describes a working pipeline that turns legacy code slices into validated modern slices by identifying atomic migration patterns, mapping them to target architecture, and creating lightweight agents that transpile and test each atomic unit. Engineers iterate on prompts and target standards when tests fail, producing a continuous improvement loop that raises success rates and produces deployable slices rather than vague migration plans.

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