How it works

From your Cursor logs to personalized AI coaching in four simple steps. Make the pipeline tangible and reduce friction to your first upload.

1

Your Data In

Upload your Cursor chat logs (JSON/NDJSON) and optional file diffs or repo snapshots. Local redaction available for sensitive data.

  • Cursor chat logs in JSON/NDJSON format
  • File diffs or complete repo snapshots
  • Optional local pre-redaction for privacy
  • Secure encrypted upload process
2

Our Analysis

We analyze prompt quality, code consistency, and iteration patterns using our proprietary AI-native coding principles.

  • Prompt analysis: clarity, structure, context completeness
  • Code/diff analysis: consistency with instructions
  • Iteration analysis: refinement vs restart patterns
  • Pattern recognition across 50+ principles
3

Personalized Report

Get a comprehensive scorecard with principle-based insights, trends over time, and specific actionable recommendations.

  • Principle-based scorecard with visual radar chart
  • Trends and progress tracking over time
  • Specific actionable recommendations
  • Annotated examples from your actual code
4

Custom Exercises

Train with auto-generated exercises specifically designed to target your identified weak spots and improve your scores.

  • Auto-generated exercises mapped to your gaps
  • Progressive difficulty based on your skill level
  • One-click 'Train now' to launch exercises
  • Real-time scoring and feedback

Privacy & Security

Your code and data are protected with enterprise-grade security measures.

Local Redaction

Remove sensitive data before upload

Encryption

End-to-end encryption at rest and in transit

Data Control

Configurable retention and deletion policies

Compliance

SOC2 in progress, GDPR compliant

Frequently Asked Questions

Do I need to use Cursor?

Yes, today VibeCoding is optimized for Cursor logs. Support for other IDEs like VS Code is planned for future releases.

What exactly do you store?

Storage is configurable. You can use local redaction to remove sensitive data before upload. See our Security & Privacy page for full details.

How long does analysis take?

Most analyses complete within 2-5 minutes depending on the size of your logs. You'll receive an email notification when your report is ready.

Can I analyze team logs?

Yes! Our Team and Enterprise plans support anonymized team insights and shared dashboards while maintaining individual privacy.

Ready to get started?

Upload your Cursor logs or try our demo with sample data.