AI reports and metrics
How Span measures AI adoption, AI-written code, impact and spend, and how to read each report.
Articles
- Estimated Bug Density Metric
- Tracking Agents in Span
- AI Spend Report
- Comparison Report
- Why AI tool or Spend data might be missing for a person
- Understanding differences between AI Impact (Comparison), Tool Utilization, and Agent Traces
- How AI Code Ratio is calculated
- AI Tool Adoption Report
- Harness health: weekly fixes for your AI coding setup
- AI Investment Overview
- How are PRs considered qualified in the AI Impact report when using traces?
- Understanding Accepted AI Lines vs. All Merged Lines in the AI Tool Adoption report
- What is the definition of Accepted AI lines and why might it exceed 100%?