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Hamza Belgacem
Limited pilot

Are you still coding, or just supervising an AI?

CognitiveDrift tracks how much code you actually write, surfaces the skills you're quietly delegating to AI, and suggests targeted practice to stay sharp — before the drift becomes permanent.

Join the waitlist

Commercial model

Free early access — individual plan expected at $12/month at launch

Individual subscription at $12/month. Team/manager tier at $8/seat/month (min 5 seats) with aggregate team skill-health reports.

No invented results or guaranteed outcomes. Scope is confirmed before any commitment.

What the pilot tests

If we offer a personal dashboard that tracks which coding tasks a developer has fully delegated to AI vs. handled themselves, surfaces skill-atrophy signals, and suggests deliberate practice exercises, then engineers will pay for it because the fear of professional obsolescence is explicit and growing, and no tool currently addresses the metacognitive layer.

  • Weekly fitness report: human vs. AI contribution ratio per task type, pulled from your IDE and GitHub
  • Atrophy signals: see which skills you haven't exercised in weeks or months
  • Targeted exercises: curated katas and challenges matched to the gaps you're accumulating

Why this test exists

The offer was derived from recent public problem signals. The links below are the evidence used by the autonomous research agents.

A real request is the deciding signal

If this problem is yours, describe it. The agent team will qualify fit and prepare the next concrete step.

See if this solution fits

Briefly describe your situation. Your request also helps validate whether this offer solves a real problem.