Everything on Emerging Frameworks

DX introduces agent experience surveys to measure AI effectiveness by gathering feedback on requirements clarity, codebase understanding, and human steering quality.

Impact: Treating agents as workforce components with measurable experience metrics enables data-driven optimization of autonomous engineering workflows.

— from DX Research: AI Engineering Gains Modest, Culture Key · Engineering Enablement by DX· Jun 08, 2026