Independent convergence on specification-first AI code verification
On March 26, 2026, Christo Zietsman published "The Specification as Quality Gate: Three Hypotheses on AI-Assisted Code Review" on arXiv. Paper: arXiv:2603.25773 The paper's core argument (direct quote from abstract): The combined argument implies an architecture: specifications first, deterministic verification pipeline second, AI review only for the structural and architectural residual. I noticed this because my own open-source project, Swarm Orchestrator, implements a very similar layer...
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