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 layered approach. I built it from real usage patterns with AI coding agents, not from the paper (neither of us referenced the other's work). moonrunnerkc / swarm-orchestrator Verification and governance layer for AI coding agents. Parallel orchestration with evidence-based quality gates for Copilot, Claude Code, and Codex. Swarm Orchestrator Verification and governance layer for AI coding agents. Parallel execution with evidence-based quality gates, not autonomous code generation. This is not an autonomous