◈
Critical
Extremely complex or duplicated code that blocks maintainability and increases bug risk.
◷ Refactor this sprint
Services›Code›Code Quality
Clean code. Strong foundations.
Code Quality Analysis
Detect code smells, complexity, and technical debt before they slow your team down.
The problem
Bad code compounds silently.
Over time, complex functions, duplicated logic, and poor naming slow development, increase bugs, and make onboarding painful. Traditional tools only catch security issues — they miss the maintainability problems that quietly kill velocity.
One operating picture
One platform. Every layer of quality.
From the first line of code to production, MadStack surfaces quality issues with context so your team can fix what actually matters — not just noise.
Measure complexity
We analyze cyclomatic complexity, cognitive load, and nesting depth across every function and file.
Detect code smells
Identify long methods, duplicated code, god classes, and other maintainability anti-patterns.
Track technical debt
Quantify and prioritize debt so you know exactly where to invest engineering time.
✦ What gets detected
Findings, ranked by what matters.
Cut through noise with context-aware prioritization based on complexity impact, change frequency, and team ownership.
!
High
Long methods, deep nesting, or high cognitive complexity in frequently changed files.
◷ Plan for next sprint
↗
Medium
Naming issues, minor duplication, or moderate complexity that can wait.
◷ Monitor & improve
Sample finding
Evidence your team can act on.
Live output from the MadStack scanner — exact file, issue type, and recommended action.
File
PaymentProcessor.ts
Issue
High Cognitive Complexity
src/services/PaymentProcessor.ts
{
"file": "PaymentProcessor.ts",
"function": "processTransaction",
"issue_type": "High Cognitive Complexity",
"score": 28,
"action": "Extract methods & reduce nesting"
}
FAQ
Questions, answered.
SAST finds security vulnerabilities. Code Quality focuses on maintainability — complexity, duplication, readability, and technical debt that slow teams down over time.
Yes. We currently support JavaScript, TypeScript, Python, Java, Go, C#, and more. Analysis works on both monorepos and multi-language projects.
Absolutely. You can fail builds when complexity or debt thresholds are exceeded, so quality stays high without slowing the team down.
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