The Cognitive Layer That Prevents AI‑Generated Technical Debt: A11 Explained
中文摘要
AI代码虽表面整洁，实则加速累积隐性技术债务。A11“认知层”旨在解释并预防AI生成的潜在问题，确保深层代码质量。
English Summary
AI-generated code looks clean but quickly accrues invisible technical debt. A11, a "cognitive layer," prevents this, ensuring deeper quality beyond surface adherence.
Original Excerpt
AI‑generated codebases often look clean, pass tests, and follow syntax rules — yet they accumulate invisible technical debt faster than… Continue reading on Medium »