Public roadmap

When a test fails in CI, QualityPilot proposes a fix as a GitHub PR with reasoning + confidence score.

Paste any public GitHub repo, get an A–F health grade in 10 seconds.

When CI is currently green, we still propose a preventive fix on the test file with the most flaky-pattern matches.

Pro/Team users invite teammates via email magic link.

Each auto-fix card has thumbs up / thumbs down buttons that train our prompt + populate the Insights dashboard.

Replaces personal access token onboarding with a one-click 'Install QualityPilot on this repo' GitHub App flow.

Conversion funnel instrumentation — discovery → signup → activation → trial → paid.

Following /tools/jest-flaky-detector: Playwright timing analyzer, Cypress race detector, pytest fixture leak detector.

/qlens recent shows your last 10 fixes with one-click approve/reject from Slack.

Self-healing: when an auto-fix PR can't merge cleanly (conflict), the worker retries with the latest base.

Subtle gamification — track and celebrate consistent flake-fix work.

On-premise QualityPilot for enterprise security requirements. Pricing TBD.

External audit. We'll start the process once recurring revenue justifies the audit cost (~$5-15K).

Enterprise IDP integration once first enterprise lead requires it.

Long-term: a small library of single-purpose tools that rank for different SEO queries.