Does AI actually make developers faster?

Invited twice into a Nordic telecom operator’s recurring internal AI forum, to more than 40 engineers each time, opening on the research showing developers can be slower with AI rather than faster.

  • Where AI-assisted development actually breaks down
  • Spec-driven development as an alternative to prompt-and-hope
  • Live demo of an agent runtime, its memory, and its gateway to existing systems
  • An agent running against the team’s own services, shown on the return visit