🤖 For AI-Assisted Developers

AI writes
your code.
Stay sharp anyway.

Cursor, Copilot, and Claude ship your features. But when production breaks at 3am, will you remember how it works?

Skill decay is silent
Reviews don't count elsewhere
Generic courses waste time
skill-decay-detector.ts
🔴
Redis
⚠️ SKILL DECAY WARNING
Last practice
87 days ago
→ Refresher lesson ready: "Cache invalidation patterns from your payment-service commits"
📘
TypeScript
HEALTHY • via PR reviews
542
mastery
14 reviews this week 2 commits
🤖 Detected: 23 AI-assisted commits this week Your reviews still count
The Problem

AI changed how we code.
Nothing changed how we learn.

You're shipping more than ever. But are you understanding more? Here's what's breaking down.

🤖
AI writes your code Your skills still grow

Cursor, Copilot, Claude—they're shipping your features. But when you need to debug at 3am, will you remember how?

👁️
You review, not write Reviews count as practice

Every PR review you approve is evidence of skill. We weight code reviews, not just commits.

🦀
Skills decay silently Proactive skill refresh

Haven't touched Redis in 3 months? We'll notice before you do—and generate a refresher from your old commits.

👨‍🏫
Hard to mentor on code you didn't write Stay fluent in your team's stack

Lead with confidence. AI-generated lessons keep you sharp on patterns your team uses daily.

Built For

You review more than you write

Finally, a tool that understands modern engineering roles.

🤖

AI-First Developers

You prompt more than you type. Cursor, Copilot, and Claude are your co-pilots. But deep understanding matters when AI hallucinates.

10+
AI generations/day
👔

Engineering Managers

You've moved from IC to manager but want to stay technical. Code reviews are your lifeline—we make them count.

80%
time in meetings

Senior ICs & Staff+

You architect, review, and unblock. Less greenfield coding, more strategic decisions. Keep the muscle memory.

5x
review vs write ratio
Features

Built for the AI era

Features that acknowledge how modern developers actually work.

Proactive

Skill Decay Detection

We track which skills are going dormant. Redis expertise fading? Get a refresher before it's urgent.

Fair

Review-Weighted Evidence

PR reviews aren't passive. Substantive comments count as practice. Your oversight builds mastery.

Relevant

Your Codebase Context

Lessons generated from YOUR team's actual patterns. Not generic tutorials—your architecture, your conventions.

Efficient

Lead Mode

High-signal, low-noise. Concise lessons focused on production risks and edge cases. No hand-holding.

Traditional learning vs. Socratic Mentor

Aspect Traditional Socratic Mentor
Learning source Generic video courses Your actual codebase
Time required Hours per week 5-10 min/lesson
Skill measurement Self-assessment Evidence-based
AI code impact Not considered Reviews count as practice
Decay prevention Manual tracking Automatic alerts
Pricing

Less than your AI tools

You spend $20+/month on Cursor. Spend $9 to keep the skills those tools are replacing.

7-day free trial

Pro Plan

Everything to stay sharp.

9 EUR / month
  • Skill decay detection & alerts
  • Review-weighted evidence tracking
  • AI-aware activity analysis
  • Lead mode (high-signal lessons)
  • Full audit trail
  • Unlimited skills
Start 7-day free trial

No credit card required. Cancel anytime.

🤖

AI is your co-pilot.
Don't let your skills atrophy.

Connect GitHub, let us track what AI generates vs. what you review, and stay sharp without extra effort.

Connect GitHub — Stay Sharp

Free trial. No credit card. Your skills will thank you.

New to development? Check out our Starters page for learning-focused features.