outcome-ledgerfeature
The Outcome Ledger: proving prevention in dollars
Jordan Gilchrist·August 15, 2026
Any tool can make claims. Few can prove them. The Outcome Ledger closes the loop.
Every analysis, Impact records two things:
- Prevented incidents — each breaking contract change caught before merge, with an estimated cost avoided based on severity and cross-repo exposure.
- Predictions — the top risk-next hotspots, logged open, then reconciled against reality: a predicted file that later gains a critical issue counts as a hit.
That gives you two numbers no grader can produce: dollars of incidents prevented and a calibrated prediction hit-rate. It's the renewal story and the board-deck line item in one place. Find it under Outcome Ledger in the sidebar.
The dollar figures are clearly labelled estimates today; connecting your real incident costs is on the roadmap.
Want to see this on your own codebase?
Analyze a repo free