AI pilot licence
Every figure here is computed from the session logs. None of it is self-assessed.
| Sessions | 126 |
| Messages | 366,133 |
| Projects | 69 |
| Models flown | 8 |
| Active days | 36 |
| Longest streak | 10 d |
ai-pilot-data.json, generated Sep 7, 2026
Ratings
Instrument ratings are keyword coverage over the session transcripts, so they measure what the work touched rather than how well it went. Competency scores come from the same logs and are capped at 100.
lowerhigher
By instrument
AI / ML79
Backend75
Security65
Systems59
Frontend49
IoT / Edge48
Data Engineering47
DevOps40
By competency
Tool Mastery95
Debugging95
Multi-Project95
Iteration76
Architecture71
Planning49
Fleet
Share of output tokens by model. Balanced piloting style: 78% collaborative, 55% plan first.
By model
opus-547.6%
fable-531.9%
opus-4-813.2%
fable-5-16.0%
opus-4-71.1%
sonnet-50.1%
opus-4-60.1%
Token economy
| Input | 4.0M |
| Output | 258.2M |
| Cache read | 85.6B |
| Cache efficiency | 98.4% |
Token counts are abbreviated. Hover any of them for the exact figure. Pilot analytics cuts the same record by project, by hour and by day.