This is a representative example of a ValidFlow Codebase Drag Audit showing hotspot files with bug-fix concentration and firefighting patterns identified from realistic repository data.
The sample report demonstrates how ValidFlow reads commit history to surface delivery risk signals. It identifies hotspot files that concentrate disproportionate bug-fix activity and flags commits whose messages contain keywords like revert, hotfix, emergency, or rollback as potential firefighting signals.
Each hotspot file is ranked by risk score and annotated with bug-fix commit count and revert frequency. Firefighting signals show clusters of commits that exist solely to correct other recent changes, revealing areas of the codebase that generate recurring rework.
The report is specifically designed for engineering managers and CTOs who need to justify refactoring investment to finance and leadership teams. Each finding links directly to measurable delivery impact from bug-fix concentration and firefighting patterns visible in the commit history.
Each hotspot file is displayed with its risk score, bug-fix commit count, and revert count so you can see at a glance which parts of the codebase have required the most corrective attention over the analysed period.