Tagged articles

software engineering metrics

2 articles · Page 1 of 1
Code Mala Tang
Code Mala Tang
Jun 12, 2026 · Industry Insights

Why AI Vendors Claim 80% of Code Is AI‑Generated—and What the Numbers Really Mean

The article dissects AI vendors' bold claims that 80% of code is AI‑written, reveals how these volume metrics replace dismissed pseudo‑indicators, contrasts them with mixed research findings on productivity and quality, and warns that such numbers can drive budgets, OKRs, and even layoffs.

AI adoptionAI code generationdeveloper productivity
0 likes · 12 min read
Why AI Vendors Claim 80% of Code Is AI‑Generated—and What the Numbers Really Mean
Architecture Musings
Architecture Musings
May 21, 2026 · R&D Management

Why DORA Is Being Revived in the AI Era as a Timeless R&D Efficiency Metric

The article analyzes how generative AI has boosted individual coding speed but caused a 7.2% drop in team delivery stability, explains why the classic DORA metrics are being re‑emphasized, identifies their blind spots in the AI age, and offers a concrete, multi‑stage roadmap for building a modern R&D effectiveness measurement system.

AIDORADevEx
0 likes · 24 min read
Why DORA Is Being Revived in the AI Era as a Timeless R&D Efficiency Metric