Research

Agile Overhead Report

26% of developer time trapped in approvals and context gathering

Overview

Analysis of where developer time leaks in agile processes, focusing on ceremonies, approvals, and keeping-the-lights-on (KTLO) work.

Key Findings

  • 26% of time lost to approvals
  • 26% of time lost to context gathering
  • AI agents can automate ceremonies and KTLO for leaner sprints
  • DORA metrics show correlation between overhead reduction and elite performance

Sources

  • Cortex State of Developer Productivity 2024
  • DORA Metrics Research