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Release confidence score
A 0-100 score that combines test results, coverage, change risk, defect severity, flaky tests and AI-code exposure.
Release readiness verdicts
Know whether a release is safe to ship.
Qualyn turns pull requests, test results, coverage, security findings, AI-code risk, manual risks, and operational readiness into a clear release readiness verdict: safe to ship, why, and what would change the answer.
✓ Built for CTOs and engineering teams
✓ Explainable verdicts
✓ GitHub-first workflow
Release readiness
PR #482 · Checkout reliability
Low risk
Confidence score
86High confidence
Code change riskLow
Quality gatesPassed
AI-code exposureReview
Risk heatmap
Risk trend
Release summary
Safe to deploy with one review item: AI-generated checkout changes need targeted regression coverage before merge.
Decision recommendation
Ship after targeted regression on checkout promotions and mobile payment edge cases.
Platform
Designed around release decisions, not test reports.
Qualyn helps teams convert noisy engineering activity into a simple, explainable view of release confidence.
AI
Explainable AI insights
Every recommendation explains why the score changed and what action will reduce risk before production.
OK
Quality gates
Built-in release gates flag failed tests, missing evidence, critical findings, and blocking release risks.
RX
AI-code risk detection
Identify when AI-generated code increases release uncertainty and apply stricter checks where they matter.
TR
Trend intelligence
See whether your product quality is improving sprint by sprint, or whether velocity is hiding risk.
EX
Stakeholder digests
Plain-English release summaries for CTOs, product leaders and founders who need decisions, not jargon.
Beta evidence
Built on the release evidence teams already discuss.
The beta combines automated GitHub signals with human-owned release context, so the score can reflect both code evidence and operational readiness.
MR
Manual risk register
Track human-owned release blockers, mitigations, acceptances, owners and expiry dates, then include them in the release score.
OR
Operational readiness
Capture deployment, rollback, monitoring, support and incident-response checks so readiness becomes part of the release signal.
EV
Evidence auditability
Review score contributions, policy versions, evidence-set fingerprints and missing inputs behind every release score.
OC
Outcome calibration
Record production outcomes, incidents, rollbacks and escaped defects to spot false greens and improve scoring over time.
GH
GitHub security evidence
Use GitHub code scanning and dependency review evidence alongside tests, coverage and change data when those signals are available.
Decision layer
Know whether to ship, hold, or review.
Qualyn answers the questions engineering leaders ask before every release using measurable signals and a score the team can trust.
What changed in this release?
Qualyn maps code, tests and issue signals into a release-level risk profile.
Where is the highest risk?
Risk heatmaps highlight fragile flows, untested areas and high-change modules.
Can we explain the score?
Each score is backed by the signals that increased or reduced confidence.
What should we do next?
Actionable recommendations help teams reduce risk before production.
Example report
86
High confidence, with focused review recommended.
How it works
From pull request to release decision.
Connect
Connect GitHub and your existing test, coverage and issue signals.
Analyse
Qualyn evaluates change risk, test evidence and AI-generated code exposure.
Score
Every release receives a transparent confidence score with supporting reasons.
Decide
Your team gets a clear recommendation: ship, review, or hold.
Guides
Read the release readiness playbook.
Practical guides on CI, release readiness, and the checklist teams need before a ship/no-ship decision.
CI passed. But should you ship?
A green pipeline confirms configured checks passed. It does not confirm that the release has enough evidence to be safe for customers.
What is release readiness?
Release readiness is not a checklist item. It is the state of evidence behind the release decision.
A practical release readiness checklist for SaaS teams
A useful checklist does not replace judgment. It makes the release evidence visible enough for judgment to improve.
Pricing
Start small. Scale into release governance.
Developer
Free / month
For trying Qualyn on one repository.
✓1 repository
✓25 scans per month
✓Basic release score
Team
£199 / month
For teams that need release confidence and actionable insight.
✓5 repositories
✓250 scans per month
✓AI risk insights
✓Stakeholder digests
Engineering
£599 / month
For teams with multiple repos and governance requirements.
✓20 repositories
✓2,000 scans per month
✓Custom scoring weights
✓Cross-repo insights
✓Audit history
Give every release a confidence signal.
Move from scattered QA evidence to a clear decision layer for engineering leaders, product teams and founders.