Software Risk Visibility

One score everyone understands

Ask five people on your team "how's our code quality?" and you'll get five different answers. cheer.dev gives everyone the same number — driven by policy, tracked over time, drillable on demand.

Quality is invisible in most organizations.

Not because it doesn't exist — but because there's no common language for it. Security teams measure CVEs. Developers track test coverage. Engineering managers look at velocity. QA counts bugs. Nobody's speaking the same language, and nobody has the full picture.

So when leadership asks "are we ready to ship?" the answer is a conference call, three dashboards, and a qualified "probably."

The tools you have give you data. Not clarity.

SonarQube shows code smells. Snyk shows vulnerabilities. Your CI shows pass/fail. None of them roll up into a single view that means the same thing to your CTO, your tech lead, and your new hire. None of them score AI governance. None of them show how quality changes version to version.

You don't need more data. You need a score.

A number that works for everyone.

cheer.dev scores every component 0-10 across 5 categories: Hygiene, Quality, Security, Trust, and Velocity. Weighted by policies your team configures. Tracked per version. Trended over time. Drillable from workspace health → category → component → version → individual finding.

It's as easy to understand as a credit rating. And as configurable as your CI pipeline. When your CEO asks "how's our quality?" — you have an answer.

Capabilities

Total visibility, one score

One number for the whole team. Five categories underneath.

The Overview dashboard shows your workspace's Overall Health score — a weighted rollup of every component across all 5 categories. Trend arrows show whether you're improving or declining. The severity distribution chart shows how many findings are Critical, Major, Minor, or Info. The category breakdown shows where your strengths and gaps are.

This is the page you show in your weekly engineering standup. The page you screenshot for the board deck. The page that answers "how are we doing?" without a 30-minute explanation.

OverviewQuality dashboard
Overall Health
8.7
Hygiene8.4No change
Quality8.2No change
Security9.1Stable
Trust8.5Stable
Velocity9Stable
Key Insights2
Score improved 1.2 points on auth-service
Hygiene trending up across 3 components
Actionable Findings3
Major
2
Minor
1
Score Trend
90d30d7d
Score DistributionSecTruQuaHygVel
Serviceauth-service
Authentication and authorization service
Score
8.1/10
Hygiene
7.2
Quality
9.1
Security
5.3
Trust
8.5
Velocity
9
Score Trend+0.6 last 30d
Activity Trend
Version History
main2 hrs ago
8.1
v2.4.11 day ago
7.8
v2.4.03 days ago
7.5

Every component scored. Every version tracked.

Workspace health tells you the big picture. Component detail tells you the story.

Each component gets its own dashboard: score trends across versions, activity timeline, version history with individual scores. Click into a version to see the specific findings — which rules passed, which failed, what changed since the last evaluation.

You can track how a component's quality evolves as your team iterates. See the impact of a refactor. Identify a regression before it ships. Understand whether that new hire's first PR improved or degraded the component's health.

Not just a number. A breakdown of what's behind it.

A score of 5.3 is useful. Knowing why it's 5.3 is actionable.

Findings aggregate across your workspace — filterable by severity, category, and source (External Tools, AI Analysis, Policy Evaluation). Each finding shows what's wrong, which policy rule triggered it, the expected vs. actual value, and step-by-step remediation guidance.

The summary cards give you the macro: total open findings, breakdown by severity, breakdown by category, breakdown by source. The detail view gives you the micro: specific conditions, affected components, and exactly what to do next.

FindingsAcross all components
23Open
3Critical
8Major
12Minor
By Category
Security
9
Trust
6
Quality
5
Hygiene
3
Score TrendScore category trends over time
90d30d7d
1074Jan 26Jan 41Feb 25
Overall
Security
Hygiene

Quality isn't a snapshot. It's a trajectory.

The Score Trend chart shows your workspace's quality trajectory over 7, 30, or 90 days. Are you improving after that security push? Did the new linting rules move the Hygiene score? Is Trust declining as AI adoption increases?

Trends answer the questions that point-in-time scores can't. They show whether your investments in quality are paying off. They give you the data to justify (or challenge) resource allocation. And they make quality a conversation about direction, not just current state.

Developer time lost to technical debt: 40%

— CodeScene, 2025

Increase in code duplication from AI tools: 800%

— GitClear, 2024

Quality problems compound when they're invisible. cheer.dev makes them visible — with a number everyone understands and findings everyone can act on.

Give your team a common language for quality

0-10 scoring across 5 categories. Tracked per component, per version, over time.