No More AI Slop

You're building with AI.
But can you see what's going wrong?

Analyze your AI coding sessions and see what's actually going on — bad patterns, risky habits, and the blind spots holding you back.

See how it works

Trusted by 2,000+ AI builders

Claude CodeCursorReplitBolt

Sound familiar?

“It was working fine... then everything broke”

AI tools are great at building features. But every fix introduces new bugs. You’re stuck in an endless loop.

“I shipped it. But is it actually secure?”

2,000+ vulnerabilities found in vibe-coded apps. API keys exposed. No authentication. No rate limiting. If you’re not checking, nobody is.

“I don’t know what I don’t know”

Your app looks fine on the surface. But you can’t review what you can’t understand. That’s not a skill gap — it’s a feedback gap.

We review what you can't

Behavior Analysis

See how you actually use AI — where you accept blindly, where you verify, and where you get stuck.

Risk Detection

Security vulnerabilities. Exposed API keys. Missing authentication. We catch what AI won’t tell you about.

Growth Roadmap

Personalized recommendations based on your actual sessions. Not generic tips — specific actions for your workflow.

Discover your AI Builder Profile — are you an Architect, Speedrunner, or somewhere in between?

Here's what we actually analyze

Real insights. Not a personality quiz.

!BEHAVIOR ANALYSIS
73%blind acceptance rate

You accepted AI-generated code without reviewing in 73% of changes. Most builders don't realize how much they trust blindly.

Auto-accepted
73%
Reviewed
18%
Rejected
9%
Builders who review more than 50% of AI output report 3x fewer production issues
!RISK DETECTION
7 issues found3 CRITICAL2 HIGH2 MEDIUM
CRITICAL
Secret key handling riskAPI credentials were shared in prompts without masking
CRITICAL
Authentication checks were skippedPrivileged actions were generated without access controls
CRITICAL
Security review was not requested before shippingNo explicit pre-deploy security validation step detected
HIGH
Abuse protection was not includedRate limiting was missing on account-related flows
HIGH
Input validation was inconsistently appliedForm handling patterns lacked consistent validation checks

This is what a security audit would catch. We run one every session.

↑YOUR GROWTH
Navigator Architect
Week 1Accepting everything
27
Week 2Starting to question
45
Week 3Asking better questions
63
Week 4Reviewing critically
78

From accepting everything to reviewing critically — your AI builder personality: Navigator Architect

Sample data shown. Get your personalized report.

See how your team uses AI

Same analysis, team-wide visibility. Know who's building securely and who needs support.

Manager DashboardTeam Plan
Active Members
8
Sessions This Week
142
↑ 18%
Avg AI Control
64%
Risk Items
23
detected
#NameAI ControlThis Week
1
S
Sarah Park
Product Manager
72
  • Built checkout flow with Cursor
  • User dashboard prototyping
  • Payment integration
2
J
James Lee
Designer
58
  • Created component library
  • Landing page redesign
  • Design system tokens
3
M
Maria Chen
Marketing Lead
81
  • Analytics dashboard build
  • A/B test framework
  • Email template system
4
T
Tom Wilson
Operations
45
  • Internal tools automation
  • Report generator
  • Inventory tracker

Get started free in minutes

See your blind spots, risks, and growth opportunities. Free to start. Upgrade only when you want deeper guidance.

How it works

1
Sign in and connectStart in the web dashboard and connect your AI workflow. We analyze session summaries — not your source code.
2
Get your assessmentOur AI analyzes how you work with AI. Patterns, risks, and opportunities — all in one report.
3
Start improvingActionable recommendations specific to your workflow. Track your progress over time.

Simple, transparent pricing

Free

$0
  • 3 assessments/month
  • Core AI Builder Profile
  • Basic behavior analysis
  • —Full analysis
  • —Security report
  • —Progress tracking
  • —Learning resources
Most Popular

Starter

$4.99
  • Unlimited assessments
  • Full 5-dimension analysis
  • Security risk report
  • Growth recommendations
  • —Progress tracking
  • —Learning resources

Pro

$6.99/mo
  • Everything in Starter
  • Progress tracking over time
  • Learning resources
  • Team comparison (up to 5)

Team

Custom
  • Everything in Pro
  • Team dashboard
  • Manager insights
  • SSO + admin controls

Works with Claude Code today. Cursor & Replit support coming soon.
Start from the web dashboard, then run one command to scan local sessions.

Your code stays yours

Session summaries are analyzed — never your source code

Data encrypted in transit, deleted after analysis

No background agents running on your machine