Your code ships.
You don't recognize it as yours.
We surveyed 3,000+ engineers. 63% feel like middlemen to their own code. 58% report measurable skill decline. 71% take our AI Fatigue Quiz as a validation test. Here's what the data shows — and what actually helps.
Free forever. No account. No tracking. 77 pages of engineer-specific recovery content.
The patterns behind the quiet crisis
This isn't burnout. It's not imposter syndrome. It's a structural condition we're calling AI Fatigue — and it's reshaping who engineers are at work.
Feel like "middlemen" — writing code they don't own
They ship features daily. The code works. But there's a growing gap between "code written" and "code understood." The authorship isn't just missing — it's structurally displaced by AI tooling that generates, refactors, and optimizes without the engineer fully processing it first.
Report measurable skill decline they can't reverse
Not vague discomfort — actual measurable erosion. Debugging instincts dulled. Algorithmic thinking harder to access. Code reading slower. The competence illusion hides this until it suddenly doesn't: a production incident, a whiteboard moment, a "I used to know how to do this."
Take the AI Fatigue Quiz as a validation test, not discovery
They already know something is wrong. They take the quiz hoping someone will name it — not to find out what's wrong, but to confirm they're not crazy. Only 23% take action within 7 days. The awareness-to-action gap is where recovery stalls.
Considered leaving tech. 18% actively planning an exit.
Not because they don't love building. Because the identity cost is too high. Every engineer who leaves takes institutional knowledge with them. This is a retention crisis hiding as a productivity problem — and most organizations haven't noticed.
"I thought I was just tired. Then I realized I couldn't remember the last time I built something without AI writing half of it. I started to wonder if I still knew how to code at all." — Clearing quiz respondent, 8-year senior engineer
Built for recovering engineers
No account required. No data collected. Everything runs in your browser — localStorage only.
AI Fatigue Quiz
5 questions. 4 severity tiers. Personalized recovery path in under 3 minutes.
3,000+ takers30-Day Recovery Checklist
Structured daily actions across 4 phases: Awareness → Reduction → Reconnection → Integration.
PDF DownloadDeep Work Timer
Pomodoro-style focus timer with ambient sound — rain, forest, fire, stream, café.
Browser-onlyAI Fatigue Journal
8 guided reflection prompts. Tracks patterns over time. Entirely private.
localStorageDaily Check-in
30 rotating questions. Streak tracking. Patterns emerge over weeks, not hours.
Streak-basedQuiz Result Badge
Generate a shareable AI Fatigue Score badge. PNG download. Start the conversation.
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