Creator & Influencer Kit
Everything you need to share OnTilt with your audience.
Quick Pitch
OnTilt is a research-informed self-check quiz for AI coding tool habits. It maps six behavioral dimensions from gambling and addiction research onto developer workflows. Free, anonymous, takes 3 minutes. No account needed, no PII collected. Available in English and Polish.
Key Stats
Embed the Quiz
Copy-paste this into your blog, video description, or talk slides. The quiz runs inside an iframe — no dependencies needed.
<iframe src="https://ontilt.dev/embed?lang=en" width="100%" height="700" frameborder="0" style="border: none; border-radius: 8px;" title="OnTilt AI Work Patterns Self-Check" ></iframe>
Preview embed
Talking Points
For podcasts, videos, talks, or articles. Each point links to a verifiable source.
- 01
"Developers using AI coding assistants produced 41% more bugs than those who didn't." — Uplevel, 2024
- 02
"AI coding tools use the same reinforcement pattern as slot machines — variable ratio reinforcement, the most addictive schedule ever studied." — Skinner, 1957; Kuss & Griffiths, 2012
- 03
"BCG researchers coined 'AI brain fry' — mental exhaustion from managing AI agents beyond cognitive capacity. It's acute, not chronic: it goes away with breaks." — Kellerman & Kropp, BCG/HBR, 2026
- 04
"Most developers can't tell when their AI habits cross from productive to compulsive. The quiz covers 6 behavioral dimensions mapped to established addiction research." — OnTilt framework
- 05
"'Dark flow' — the same timeless absorption that keeps slot machine players going for 14-hour sessions — may explain why developers lose entire evenings to AI-assisted refactoring." — Dixon et al., 2019; Schull, 2012
Brand Assets
Feel free to use these in your content. No permission needed.
Sample Social Posts
Pre-written, ready to post. Click to copy.
Your AI coding tool uses the same reinforcement pattern as a slot machine. Not anti-AI. Pro-awareness.
Free self-check quiz: https://ontilt.dev/quiz #OnTilt #DevLife
I just discovered that AI coding tools share 6 behavioral mechanisms with slot machines. Variable ratio reinforcement. Near-miss effects. Dark flow.
Not anti-AI. It's about awareness — the same way sleep hygiene isn't anti-sleep.
OnTilt built a free self-check quiz (3 min, anonymous) that maps your patterns across all 6 dimensions. Backed by 22+ peer-reviewed sources.
Worth 3 minutes: https://ontilt.dev/quiz
That "just one more prompt" feeling at 2 AM? There's a name for it.
OnTilt maps 6 behavioral mechanisms that AI coding tools share with slot machines. Not anti-AI. Just awareness.
Free quiz at ontilt.dev (link in bio)
#OnTilt #AIHygiene #DevLife #CodeLife #SoftwareEngineering #AITools #MentalHealth
Try it yourself first
Take the 3-minute self-check before sharing it with your audience.
Start Self-Check →