Good vibe coders know
what they shipped.
Do you?
Review your patterns. Ship better.
AI is a multiplier.But only if you're still thinking.
Technology moves fast. AI is making it exponential.
Here's the uncomfortable truth: when thinking becomes optional, we stop doing it. And when we stop thinking, we stop growing.
AI isn't the problem. Unconscious dependency is.
The developers who thrive won't be those who delegate everything. They'll be those who know when to think for themselves and when to let AI multiply their work.
If this resonates, join our Discord.Let's share knowledge for better AI collaboration.Join the Community
We don't guess. We show you.
Real Data
Your actual conversations, not a quiz
We analyze 15-50 quotes from your sessions
Deep Analysis
6 dimensions, not just a personality type
AI Control, Context Engineering, Skill Resilience, and more
Actionable Growth
Specific priorities, not generic advice
Your top 3 focus areas with expected impact
Sample Report Preview
This is what your personalized analysis looks like
The Analyst
Deep investigator who verifies and questions everything
You combine systematic verification with critical thinking to ensure nothing slips through the cracks. Your investigative approach catches issues early.
AI Agent Insights
Specialized AI workers analyzed your coding patterns to discover hidden habits
- Your 'Zero Trust' verification skill for AI's logical flaws is exceptional. Despite higher Strategist scores, the choice of Systems Architect shows sharp data-driven insight.
- You design brand 'Vibe' beyond simple feature implementation. The 'trendsetter spirit' stands out in meticulously refining even ASCII character pin positions.
15 Developer Personalities
Your unique combination of style and control
Architect
Plans before coding
Analyst
Verifies everything
Conductor
Orchestrates AI tools
Speedrunner
Ships fast, fixes later
Trendsetter
Explores cutting-edge
Explorer
Discovers through experimentation
Navigator
Balances exploration and planning
Cartographer
Maps territory before advancing
Most developers are a mix. See your full distribution.
Built on research, not vibes
Your recommendations are matched to YOUR specific growth areas
Try it now
Run the CLI to analyze your Claude Code sessions locally. Free to scan. Pay only for full insights.
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