Case Studies
Real projects, measured honestly.
Every project assessed using the Kodulabor framework. Session data, not estimates. Gotchas included.
Home Wi-Fi Diagnostics — Replacing a Consultant Site Visit6×
May 10, 2026
Network diagnostics~2.3 hours4/5
Fitness Coach Bot — A Personal Product That Reviews Itself3×
March 26, 2026
Personal product~40 hours4/5
Home Dashboard — AI-Assisted Smart-Home Integration4×
April 28, 2026
Smart-home integration~25 hours3/5
Building the Kodulabor Website — Why AI Needs Rigor and Taste12-18×
March 19, 2026
Website + content~4 hours3/5
Using AI to Write Case Studies from Session Logs5-10×
March 19, 2026
Content automation~45 min5/5
Revalia Homes — Multilingual Real Estate Website27×
March 18, 2026
Web development~6 hours4/5
| Project | Type | Effort | Acceleration | Replicability |
|---|---|---|---|---|
| Home Wi-Fi Diagnostics — Replacing a Consultant Site Visit May 10, 2026 | Network diagnostics | ~2.3 hours | 6× | 4/5 |
| Fitness Coach Bot — A Personal Product That Reviews Itself March 26, 2026 | Personal product | ~40 hours | 3× | 4/5 |
| Home Dashboard — AI-Assisted Smart-Home Integration April 28, 2026 | Smart-home integration | ~25 hours | 4× | 3/5 |
| Building the Kodulabor Website — Why AI Needs Rigor and Taste March 19, 2026 | Website + content | ~4 hours | 12-18× | 3/5 |
| Using AI to Write Case Studies from Session Logs March 19, 2026 | Content automation | ~45 min | 5-10× | 5/5 |
| Revalia Homes — Multilingual Real Estate Website March 18, 2026 | Web development | ~6 hours | 27× | 4/5 |
This library grows with each completed experiment.