A quality score is not rollout ROI.
Connect enablement, three cost surfaces and an observable outcome.
Plan a small GitHub Code Quality cohort before organization-wide enablement. Separate active-committer licenses, AI credits and Actions compute; record existing-tool overlap, baseline, evaluate-versus-enforce gate, remediation ownership and quality/defect outcomes—without entering an organization, repository, user, source, finding, report or bill.
GitHub Code Quality rollout economics map
| Cohort | Scope / committer band | AI / Actions | Overlap / baseline | Gate / remediation / cap | Quality / defect outcome | Evidence / owner / decision |
|---|
Cost, overlap and outcome queue
“Evidence recorded” means only that abstract fields are coherent. This page did not inspect GitHub, count licenses, price AI credits or runners, read code/findings/coverage, change a ruleset, validate a fix, calculate an official bill or prove quality improvement.
Zero-account boundary: all free analysis stays in this browser. Enter only fictional cohort aliases, bounded states, non-sensitive bands and safe evidence references. Never paste an organization, repository, user, code, finding, coverage/usage/billing report, invoice, amount, token, log or customer data. This page does not connect to GitHub, enable/disable Code Quality, calculate an official cost, change a gate, validate remediation or claim quality ROI. Authorized organization, platform, FinOps, security and repository owners control every real action.
$18 GitHub Code Quality Rollout Economics Evidence Pack
Export an editable matrix for up to 100 sanitized cohorts: enablement scope, active/unique committer bands, AI-credit and Actions cost surfaces, existing-tool overlap, baseline, evaluate/enforce gates, remediation, cost cap, quality/defect outcomes, continue/rollback and PMF ledger.
- up to 100 sanitized rollout cohorts
- active and unique committer license boundary
- AI-credit and Actions compute cost surfaces
- existing linter, security and coverage overlap
- baseline, gate, remediation and outcome evidence
- 45-day qualified-visit, use, intent and paid ledger
Current Code Quality availability, billing and rollout controls
PMF pre-judgment 85/100 · $18 one-time rollout economics pack under strong native GitHub dashboards, billing controls, linters and quality-platform substitutes