Qborfy AI

Oct 14, 2026 · R&D Management

AI-Native SDLC: The Real Bottlenecks Beyond Code Generation

This article introduces AI-Native SDLC, explaining why code generation is no longer the bottleneck in software development and how the bottleneck has shifted to requirements specification, context management, verification, governance, and production feedback loops, outlining a 7-layer architecture, artifact-driven workflow, and a 9-part series roadmap.