# Dev Team KPIs That Matter More As AI Speeds Delivery > Source: > Published: 2026-07-01 12:15:00+00:00 # Dev Team KPIs That Matter More As AI Speeds Delivery By Expert Panel®, Forbes Councils MemberSource: [Forbes Innovation](https://www.forbes.com/innovation/)When code is generated faster, quality, security and maintenance issues can also move through the pipeline more quickly, so teams should track sustainable progress. When code is generated faster, quality, security and maintenance issues can also move through the pipeline more quickly, so teams should track sustainable progress. Get AI news in your inbox Daily digest of what matters in AI.