Constraint-Aware AI Analysis
LensCode

Illuminate the Gaps.
Eliminate the Risk.

AI-powered code analysis that catches what linters miss. Identify architectural issues, security vulnerabilities, and operational risks.

"Confidence is not evidence."

What LensCode Analyzes

🏗️ Architecture

Detect architectural drift, design pattern violations, and structural issues before they become technical debt.

🔒 Security

Identify vulnerabilities, auth issues, and security anti-patterns that static analyzers often miss.

⚙️ Operations

Assess deployment readiness, rollback risks, and operational concerns before they hit production.

Live Demo

Paste your code below to see LensCode in action. Results are generated in real-time via the API.

1Input Code

TypeScriptDemo

2Analysis Results

⚠️
Caution
Review Before Deploy
72
Confidence
78
Architecture
65
Operations
82
Security
Architecture / gapmoderate

Missing error boundary

Component lacks error handling for async operations. Unhandled promise rejections could crash the application.

Recommendation:

Wrap async operations in try-catch blocks and implement proper error states.

Security / violationhigh

Potential injection vulnerability

User input concatenated directly into URL without sanitization.

Recommendation:

Use URL encoding or parameterized queries to prevent injection attacks.

API Response Format

LensCode returns structured JSON (or XML) that's easy to parse and integrate.

response.json
1{
2 "id": "lc_01HF8X2Y3Z",
3 "verdict": {
4 "level": "caution",
5 "label": "Review Before Deploy",
6 "confidence": 72
7 },
8 "scoring": {
9 "architecture_integrity": { "score": 78, "band": "moderate" },
10 "operational_readiness": { "score": 65, "band": "moderate" },
11 "security_posture": { "score": 82, "band": "high" }
12 },
13 "findings": [
14 {
15 "id": "f_001",
16 "category": "architecture",
17 "type": "gap",
18 "severity": "moderate",
19 "title": "Missing error boundary",
20 "description": "Component lacks error handling for async operations."
21 }
22 ]
23}

Ready to integrate?

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