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The Shift to Agentic Engineering | Spec-Driven Development, Cognitive Debt, and the Future of Software Comprehension

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For the entirety of the software engineering discipline's history, the fundamental constraint on digital innovation has been the manual translation of human logic into machine-executable syntax. Code was inherently expensive to produce because the cognitive labor required to write it was slow, highly specialized, and inextricably linked to human capacity. In this pre-artificial intelligence era, methodologies like "move fast and break things" emerged as rational strategies. When the primary bottleneck was the physical act of typing code, moving fast prioritized getting…

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