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AI accelerates the first 80% of development but hides architectural complexity until late. Engineering leaders must shift from raw throughput to systemic comprehension. A repo-bound Context Store unifies spec-anchored SDD, TDD, and automated fitness functions to ensure AI agents and human reviewers evolve code safely.
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