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Executive Overview The modern software development lifecycle (SDLC) is undergoing an unprecedented structural transformation. For decades, the foundational bottleneck of engineering organizations has been human bandwidth: developers write code line by line, commit it in modest increments, and subject it to peer review. This human-to-human bottleneck was not merely an administrative hurdle; it was the…