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The surge in AI-generated code has made code reviews the primary bottleneck, as traditional human review capacity is saturated.

Impact: Forces organizations to rethink quality assurance, potentially shifting toward spec-driven development or AI-based guardrails.

— from Mapbox AI Engineering: OPEX, Review Bottlenecks, and Tooling · HMZE· Mar 29, 2026